id,facility_level,facility_id,region_type,bed_count,has_icu,has_nicu,has_piped_oxygen,has_biomedical_technician,primary_oxygen_source,concentrator_count,concentrator_functional,concentrator_mean_age_years,concentrator_maintenance_available,cylinder_count_full,cylinder_count_empty,days_since_cylinder_refill,PSA_plant_functional,pulse_oximeter_available,pulse_oximeter_functional,SpO2_screening_routine,oxygen_available_today,oxygen_sufficient_for_demand,oxygen_stockout_days_last_month,shortage_cause,year,month,patients_needing_oxygen,primary_condition,patients_received_oxygen,patients_untreated_hypoxemia,flow_rate_adequate,deaths_hypoxemia_related,referred_for_oxygen,monthly_oxygen_cost_usd,distance_to_refill_km,transport_available_for_cylinders,power_source,power_outage_hours_last_week
1,referral_hospital,O2_0018,urban,280,1,1,1,1,oxygen_concentrator,5,4,3.3,1,11,3,4,0,1,1,0,1,0,0,not_applicable,2024,10,34,pneumonia_child,29,5,1,2,0,739.0,11.0,1,grid_unreliable,3
2,referral_hospital,O2_0093,urban,217,1,1,1,1,oxygen_concentrator,7,6,0.5,1,7,7,5,0,1,1,1,1,1,0,not_applicable,2023,2,36,COPD_exacerbation,33,3,1,2,0,630.0,1.0,1,grid_reliable,4
3,referral_hospital,O2_0026,peri_urban,275,1,1,1,1,LOX_bulk_tank,0,0,0.4,1,12,4,1,0,1,1,1,1,1,11,supplier_stockout,2023,7,46,COPD_exacerbation,35,11,1,6,0,926.0,3.0,1,grid_unreliable,2
4,referral_hospital,O2_0093,peri_urban,228,1,1,1,1,LOX_bulk_tank,0,0,3.6,1,11,3,1,0,1,1,1,1,0,0,not_applicable,2022,11,42,other_hypoxemia,27,15,0,3,0,1100.0,4.0,0,grid_unreliable,3
5,referral_hospital,O2_0161,urban,233,1,1,1,1,LOX_bulk_tank,4,2,1.1,1,12,4,2,0,1,1,0,1,1,0,not_applicable,2022,4,40,sepsis,34,6,1,2,0,608.0,14.0,1,solar,5
6,referral_hospital,O2_0024,urban,258,1,1,1,1,oxygen_concentrator,4,1,0.4,1,14,4,2,0,1,0,0,1,1,2,PSA_plant_breakdown,2023,7,31,heart_failure,19,12,1,6,0,937.0,26.0,1,grid_reliable,1
7,referral_hospital,O2_0017,urban,290,1,1,1,1,oxygen_concentrator,3,2,3.9,1,5,7,0,0,1,1,0,1,1,0,not_applicable,2024,5,42,neonatal_respiratory,40,2,1,1,0,580.0,5.0,1,generator_only,8
8,referral_hospital,O2_0191,urban,235,1,1,1,1,PSA_plant_onsite,0,0,1.5,1,6,2,0,1,1,1,1,1,1,0,not_applicable,2023,2,48,pneumonia_child,37,11,1,4,0,858.0,1.0,1,grid_unreliable,0
9,referral_hospital,O2_0019,urban,269,1,1,1,1,PSA_plant_onsite,0,0,3.3,1,13,6,3,1,1,1,1,1,1,0,not_applicable,2022,11,37,heart_failure,27,10,0,6,0,1060.0,10.0,1,generator_only,10
10,referral_hospital,O2_0041,urban,252,1,1,1,1,LOX_bulk_tank,0,0,3.1,1,6,2,7,0,1,1,0,1,1,0,not_applicable,2024,10,53,severe_malaria,37,16,1,4,0,973.0,9.0,1,grid_unreliable,10
11,referral_hospital,O2_0184,urban,167,1,1,1,1,cylinder_piped,3,1,6.8,1,13,3,15,0,1,1,1,1,1,0,not_applicable,2024,10,40,other_hypoxemia,37,3,0,0,0,1149.0,52.0,1,grid_unreliable,13
12,referral_hospital,O2_0109,urban,185,1,1,1,1,LOX_bulk_tank,0,0,1.0,1,13,8,4,0,1,1,1,1,1,15,funding_for_refill,2021,1,42,pneumonia_adult,18,24,1,10,0,757.0,33.0,1,generator_only,0
13,referral_hospital,O2_0091,urban,246,1,1,1,1,oxygen_concentrator,5,4,3.6,1,11,4,0,0,1,1,0,1,1,0,not_applicable,2023,3,36,heart_failure,27,9,0,2,0,780.0,7.0,1,grid_reliable,0
14,referral_hospital,O2_0189,urban,216,1,1,1,1,oxygen_concentrator,5,3,0.8,1,10,8,3,0,1,1,1,1,0,0,not_applicable,2023,4,40,neonatal_respiratory,26,14,1,3,0,900.0,23.0,1,grid_reliable,4
15,referral_hospital,O2_0098,urban,176,1,1,1,1,PSA_plant_onsite,0,0,12.2,1,9,6,9,0,1,1,1,1,1,0,not_applicable,2022,3,33,other_hypoxemia,21,12,0,8,0,771.0,8.0,1,grid_reliable,4
16,referral_hospital,O2_0009,urban,235,1,1,1,1,PSA_plant_onsite,0,0,0.1,1,7,4,16,0,1,1,1,1,1,0,not_applicable,2023,6,37,COVID19_severe,31,6,0,2,0,754.0,20.0,0,grid_reliable,0
17,referral_hospital,O2_0005,rural,252,1,1,1,1,PSA_plant_onsite,0,0,1.7,1,9,1,4,0,1,1,0,1,1,0,not_applicable,2024,5,31,COPD_exacerbation,20,11,1,7,0,617.0,12.0,1,generator_only,3
18,referral_hospital,O2_0001,urban,233,1,1,1,1,LOX_bulk_tank,0,0,12.1,1,13,5,0,0,1,1,1,1,1,0,not_applicable,2024,2,46,pneumonia_adult,46,0,0,0,0,805.0,16.0,1,grid_reliable,13
19,referral_hospital,O2_0140,peri_urban,208,1,1,1,1,cylinder_piped,0,0,9.1,1,8,4,0,0,1,1,0,0,0,30,concentrator_malfunction,2021,11,44,COPD_exacerbation,0,44,0,20,25,774.0,6.0,1,grid_reliable,0
20,referral_hospital,O2_0061,peri_urban,298,1,1,1,1,LOX_bulk_tank,0,0,1.6,1,10,8,0,0,1,1,1,0,0,1,power_outage,2024,6,46,COVID19_severe,0,46,0,25,10,735.0,11.0,1,grid_reliable,8
21,referral_hospital,O2_0064,urban,240,1,1,1,1,PSA_plant_onsite,0,0,0.2,1,4,3,1,1,1,1,1,1,1,0,not_applicable,2021,12,31,pneumonia_child,23,8,1,2,0,903.0,27.0,1,grid_reliable,0
22,referral_hospital,O2_0119,urban,213,1,1,1,1,PSA_plant_onsite,0,0,1.2,1,12,1,7,1,1,1,1,1,1,0,not_applicable,2023,3,42,pneumonia_child,39,3,1,0,0,744.0,50.0,1,solar,10
23,referral_hospital,O2_0193,rural,295,1,1,1,1,cylinder_piped,0,0,7.4,1,11,3,1,0,1,1,1,1,1,0,not_applicable,2022,8,49,pneumonia_child,40,9,1,2,0,809.0,21.0,1,grid_reliable,9
24,referral_hospital,O2_0078,rural,251,1,1,1,1,LOX_bulk_tank,0,0,0.5,1,8,3,1,0,1,1,1,1,1,0,not_applicable,2024,2,41,other_hypoxemia,30,11,1,1,0,713.0,15.0,1,grid_reliable,5
25,referral_hospital,O2_0131,peri_urban,260,1,1,1,1,cylinder_portable,7,4,6.6,1,12,5,3,0,1,1,1,0,0,2,no_oxygen_source,2024,5,38,severe_malaria,0,38,0,14,7,945.0,52.0,1,grid_reliable,0
26,referral_hospital,O2_0073,urban,263,1,1,1,1,oxygen_concentrator,4,2,6.4,1,7,3,1,0,1,0,0,1,1,4,PSA_plant_breakdown,2024,5,55,pneumonia_child,54,1,1,0,0,544.0,20.0,1,grid_reliable,3
27,referral_hospital,O2_0091,rural,222,1,1,1,1,oxygen_concentrator,5,2,1.2,1,15,5,3,0,1,0,0,0,0,9,power_outage,2022,2,35,sepsis,0,35,0,16,7,775.0,4.0,1,grid_unreliable,4
28,referral_hospital,O2_0072,urban,267,1,1,1,1,LOX_bulk_tank,0,0,0.5,1,10,2,12,0,1,1,1,1,1,0,not_applicable,2022,2,45,pneumonia_adult,39,6,1,0,0,1006.0,50.0,1,generator_only,7
29,referral_hospital,O2_0165,rural,209,1,1,1,1,oxygen_concentrator,0,0,12.9,1,4,3,14,0,1,1,0,1,1,0,not_applicable,2023,3,54,pneumonia_adult,49,5,0,0,0,589.0,46.0,1,none,1
30,referral_hospital,O2_0150,urban,309,1,1,1,1,LOX_bulk_tank,0,0,2.6,1,11,7,3,0,1,1,1,1,1,0,not_applicable,2022,8,35,pneumonia_child,26,9,1,2,0,851.0,24.0,1,grid_unreliable,9
31,referral_hospital,O2_0154,peri_urban,251,1,1,1,1,oxygen_concentrator,4,2,6.3,1,11,7,11,0,1,0,0,0,0,11,demand_surge,2024,12,45,COPD_exacerbation,0,45,0,13,14,862.0,13.0,1,grid_unreliable,1
32,referral_hospital,O2_0131,rural,224,1,1,1,1,PSA_plant_onsite,0,0,6.9,1,14,4,2,1,1,1,0,0,0,1,PSA_plant_breakdown,2024,10,43,trauma,0,43,0,12,11,711.0,14.0,1,grid_unreliable,9
33,referral_hospital,O2_0022,peri_urban,288,1,1,1,1,LOX_bulk_tank,0,0,1.4,1,8,8,15,0,1,1,1,1,1,1,concentrator_malfunction,2024,2,47,pneumonia_child,22,25,0,9,0,697.0,2.0,1,generator_only,2
34,referral_hospital,O2_0066,urban,250,1,1,1,1,LOX_bulk_tank,0,0,0.6,1,7,2,1,0,1,1,1,0,0,1,funding_for_refill,2023,10,38,other_hypoxemia,0,38,0,17,3,622.0,43.0,1,generator_only,4
35,referral_hospital,O2_0149,rural,322,1,1,1,1,PSA_plant_onsite,7,5,3.2,1,8,2,2,0,1,1,1,0,0,11,power_outage,2024,7,27,severe_malaria,0,27,0,7,4,1023.0,3.0,1,grid_unreliable,0
36,referral_hospital,O2_0016,rural,223,1,1,1,1,LOX_bulk_tank,6,2,1.8,1,11,6,4,0,1,0,0,1,0,7,power_outage,2023,2,38,pneumonia_child,33,5,1,0,0,992.0,21.0,1,grid_unreliable,1
37,referral_hospital,O2_0160,rural,177,1,1,1,1,LOX_bulk_tank,0,0,4.2,1,11,5,1,0,1,1,1,1,1,0,not_applicable,2022,8,42,pneumonia_child,42,0,1,0,0,856.0,12.0,1,grid_reliable,1
38,referral_hospital,O2_0182,urban,297,1,1,1,1,cylinder_piped,0,0,4.0,1,8,5,2,0,1,0,0,0,0,6,PSA_plant_breakdown,2023,7,49,pneumonia_child,0,49,0,20,20,762.0,8.0,1,grid_unreliable,1
39,referral_hospital,O2_0176,rural,266,1,1,1,1,LOX_bulk_tank,0,0,0.1,1,10,5,0,0,1,1,1,1,1,0,not_applicable,2021,10,54,trauma,54,0,1,0,0,899.0,7.0,1,grid_unreliable,2
40,referral_hospital,O2_0073,urban,208,1,1,1,1,cylinder_portable,6,5,3.2,1,6,4,12,0,1,1,1,1,0,12,no_oxygen_source,2024,1,53,trauma,46,7,1,4,0,1021.0,5.0,1,grid_unreliable,9
41,referral_hospital,O2_0056,urban,299,1,1,1,1,PSA_plant_onsite,0,0,6.1,1,16,1,0,0,1,1,1,0,0,9,PSA_plant_breakdown,2021,5,32,pneumonia_adult,0,32,0,12,10,898.0,13.0,1,generator_only,3
42,referral_hospital,O2_0130,rural,304,1,1,1,1,PSA_plant_onsite,0,0,2.6,1,17,6,0,0,1,1,0,1,1,0,not_applicable,2023,11,40,other_hypoxemia,24,16,1,5,0,854.0,44.0,1,grid_unreliable,0
43,referral_hospital,O2_0119,urban,237,1,1,1,1,LOX_bulk_tank,11,8,2.9,1,10,4,4,0,1,1,0,1,1,0,not_applicable,2022,12,34,COVID19_severe,27,7,0,3,0,679.0,5.0,1,grid_reliable,0
44,referral_hospital,O2_0050,urban,225,1,1,1,1,oxygen_concentrator,6,3,3.3,1,6,4,1,0,1,1,1,1,1,0,not_applicable,2024,4,40,asthma_severe,24,16,1,8,0,772.0,17.0,1,grid_reliable,0
45,referral_hospital,O2_0116,urban,272,1,1,1,1,oxygen_concentrator,7,4,2.9,1,9,5,0,0,1,1,0,1,0,0,not_applicable,2022,6,33,pneumonia_adult,24,9,1,4,0,628.0,8.0,1,none,2
46,referral_hospital,O2_0002,urban,251,1,1,1,1,cylinder_piped,0,0,4.1,1,14,0,5,0,1,0,0,1,1,0,not_applicable,2024,6,30,surgical_anaesthesia,13,17,1,4,0,732.0,11.0,0,grid_unreliable,4
47,referral_hospital,O2_0027,urban,262,1,1,1,1,cylinder_piped,0,0,3.1,1,13,4,10,0,1,0,0,1,1,0,not_applicable,2022,12,38,trauma,32,6,1,1,0,807.0,7.0,1,solar,4
48,referral_hospital,O2_0050,urban,265,1,1,1,1,cylinder_piped,0,0,2.5,1,13,10,1,0,1,1,1,1,1,0,not_applicable,2024,11,35,heart_failure,26,9,1,4,0,536.0,11.0,0,none,7
49,referral_hospital,O2_0071,urban,297,1,1,1,1,PSA_plant_onsite,0,0,22.8,1,8,9,5,0,1,1,1,1,1,0,not_applicable,2021,8,38,pneumonia_child,21,17,0,7,0,827.0,8.0,1,generator_only,1
50,referral_hospital,O2_0159,urban,204,1,1,1,1,oxygen_concentrator,7,4,2.8,1,11,6,1,0,1,1,0,1,1,0,not_applicable,2023,3,45,asthma_severe,35,10,1,4,0,723.0,5.0,1,grid_reliable,6
51,referral_hospital,O2_0156,urban,309,1,1,1,1,cylinder_piped,0,0,2.2,1,14,6,1,0,1,1,1,1,1,3,funding_for_refill,2023,4,29,COPD_exacerbation,17,12,1,4,0,1221.0,10.0,1,grid_unreliable,3
52,referral_hospital,O2_0192,urban,294,1,1,1,1,cylinder_piped,0,0,2.7,1,11,5,5,0,1,1,1,1,1,3,demand_surge,2024,6,33,neonatal_respiratory,24,9,1,4,0,512.0,6.0,1,generator_only,1
53,referral_hospital,O2_0072,urban,260,1,1,1,1,LOX_bulk_tank,0,0,6.4,1,10,11,2,0,1,1,1,1,1,0,not_applicable,2024,12,37,pneumonia_child,34,3,0,1,0,494.0,99.0,1,grid_reliable,2
54,referral_hospital,O2_0023,peri_urban,238,1,1,1,1,PSA_plant_onsite,3,1,3.9,1,9,3,2,1,1,1,1,1,1,0,not_applicable,2024,3,40,COVID19_severe,40,0,1,0,0,909.0,2.0,1,grid_reliable,1
55,referral_hospital,O2_0109,peri_urban,257,1,1,1,1,cylinder_piped,0,0,0.9,1,10,2,3,0,1,1,1,0,0,25,PSA_plant_breakdown,2024,8,54,surgical_anaesthesia,0,54,0,26,19,683.0,24.0,1,generator_only,0
56,referral_hospital,O2_0187,urban,291,1,1,1,1,PSA_plant_onsite,0,0,0.3,1,10,5,3,0,1,1,1,0,0,18,demand_surge,2022,8,42,pneumonia_adult,0,42,0,16,0,743.0,1.0,1,grid_reliable,1
57,referral_hospital,O2_0083,peri_urban,259,1,1,1,1,LOX_bulk_tank,0,0,1.7,1,14,5,0,0,1,1,1,1,1,0,not_applicable,2023,6,40,pneumonia_child,40,0,1,0,0,915.0,4.0,1,grid_reliable,6
58,referral_hospital,O2_0065,rural,251,1,1,1,1,LOX_bulk_tank,0,0,0.3,1,10,4,8,0,1,1,1,1,1,0,not_applicable,2024,5,41,neonatal_respiratory,39,2,1,1,0,978.0,5.0,1,none,4
59,referral_hospital,O2_0004,urban,313,1,1,1,1,LOX_bulk_tank,0,0,1.0,1,7,7,4,0,1,1,1,1,1,15,PSA_plant_breakdown,2022,2,37,COPD_exacerbation,21,16,0,6,0,875.0,2.0,1,grid_reliable,1
60,referral_hospital,O2_0136,urban,273,1,1,1,1,cylinder_piped,0,0,1.4,1,8,4,1,0,1,1,1,1,1,0,not_applicable,2021,9,36,neonatal_respiratory,29,7,1,2,0,861.0,0.0,1,generator_only,17
61,referral_hospital,O2_0159,urban,268,1,1,1,1,cylinder_piped,0,0,7.4,1,9,6,3,0,1,1,0,1,1,0,not_applicable,2021,7,36,pneumonia_child,33,3,1,1,0,761.0,42.0,1,solar,2
62,referral_hospital,O2_0151,urban,217,1,1,1,1,LOX_bulk_tank,0,0,0.8,1,8,8,0,0,1,1,1,1,0,2,demand_surge,2021,4,42,pneumonia_child,34,8,1,3,0,673.0,77.0,0,grid_reliable,4
63,referral_hospital,O2_0025,peri_urban,220,1,1,1,1,PSA_plant_onsite,6,2,2.1,1,8,5,0,1,1,1,1,1,1,0,not_applicable,2024,8,48,neonatal_respiratory,48,0,1,0,0,909.0,5.0,1,grid_reliable,3
64,referral_hospital,O2_0038,urban,250,1,1,1,1,LOX_bulk_tank,0,0,8.3,1,13,6,3,0,1,0,0,1,1,0,not_applicable,2021,3,45,surgical_anaesthesia,25,20,1,8,0,813.0,28.0,0,grid_reliable,24
65,referral_hospital,O2_0142,rural,261,1,1,1,1,LOX_bulk_tank,3,2,4.9,1,7,5,9,0,1,1,1,1,0,0,not_applicable,2023,3,40,neonatal_respiratory,33,7,1,3,0,883.0,24.0,1,grid_reliable,1
66,referral_hospital,O2_0030,urban,241,1,1,1,1,LOX_bulk_tank,0,0,0.0,1,4,3,1,0,1,1,1,1,1,0,not_applicable,2021,4,39,asthma_severe,39,0,1,0,0,563.0,3.0,1,generator_only,3
67,referral_hospital,O2_0002,urban,352,1,1,1,1,cylinder_piped,1,0,0.7,1,10,6,0,0,1,0,0,1,1,0,not_applicable,2023,9,37,COPD_exacerbation,36,1,1,0,0,442.0,8.0,0,grid_unreliable,0
68,referral_hospital,O2_0090,rural,187,1,1,1,1,PSA_plant_onsite,3,2,0.7,1,11,1,3,0,1,1,1,1,1,0,not_applicable,2024,9,46,COVID19_severe,39,7,1,4,0,1035.0,10.0,1,grid_unreliable,3
69,referral_hospital,O2_0070,urban,234,1,1,1,1,PSA_plant_onsite,0,0,0.3,1,7,3,4,0,1,1,0,1,1,0,not_applicable,2023,2,55,heart_failure,53,2,0,2,0,906.0,20.0,1,grid_unreliable,2
70,referral_hospital,O2_0012,urban,224,1,1,1,1,oxygen_concentrator,7,5,1.2,1,14,5,4,0,1,1,1,0,0,22,power_outage,2022,1,26,pneumonia_adult,0,26,0,8,5,797.0,12.0,1,grid_reliable,3
71,referral_hospital,O2_0171,peri_urban,211,1,1,1,1,PSA_plant_onsite,0,0,2.2,1,9,7,13,0,1,1,1,1,0,0,not_applicable,2023,5,43,COPD_exacerbation,22,21,1,6,0,603.0,8.0,1,grid_unreliable,2
72,referral_hospital,O2_0070,peri_urban,276,1,1,1,1,oxygen_concentrator,9,9,2.5,1,13,1,1,0,1,1,1,1,1,0,not_applicable,2024,2,33,neonatal_respiratory,31,2,1,1,0,471.0,4.0,1,grid_reliable,2
73,referral_hospital,O2_0051,urban,298,1,1,1,1,oxygen_concentrator,4,4,5.5,1,10,7,3,0,1,1,1,1,1,0,not_applicable,2022,6,39,surgical_anaesthesia,32,7,1,1,0,670.0,95.0,1,grid_unreliable,8
74,referral_hospital,O2_0114,urban,237,1,1,1,1,LOX_bulk_tank,0,0,0.2,1,6,7,3,0,1,1,0,0,0,4,supplier_stockout,2024,12,41,COVID19_severe,0,41,0,13,15,1141.0,0.0,1,solar,7
75,referral_hospital,O2_0140,urban,211,1,1,1,1,PSA_plant_onsite,0,0,0.9,1,12,12,5,1,1,1,1,1,0,0,not_applicable,2022,7,35,trauma,26,9,1,3,0,550.0,2.0,1,grid_reliable,6
76,referral_hospital,O2_0062,urban,287,1,1,1,1,cylinder_piped,0,0,3.9,1,6,5,11,0,1,1,0,0,0,18,PSA_plant_breakdown,2024,7,48,COVID19_severe,0,48,0,16,7,656.0,14.0,0,grid_reliable,3
77,referral_hospital,O2_0112,rural,207,1,1,1,1,PSA_plant_onsite,4,2,2.4,1,13,4,13,0,1,1,1,1,1,0,not_applicable,2023,8,33,heart_failure,28,5,1,3,0,985.0,28.0,1,generator_only,2
78,referral_hospital,O2_0155,urban,240,1,1,1,1,PSA_plant_onsite,0,0,6.2,1,12,5,5,1,1,1,0,0,0,1,demand_surge,2024,3,37,COVID19_severe,0,37,0,11,11,956.0,6.0,1,grid_reliable,1
79,referral_hospital,O2_0152,peri_urban,235,1,1,1,1,cylinder_piped,0,0,1.4,1,11,5,5,0,1,1,1,1,1,1,cylinder_delivery_delay,2024,9,44,pneumonia_child,24,20,1,7,0,620.0,43.0,1,grid_unreliable,0
80,referral_hospital,O2_0175,rural,228,1,1,1,1,LOX_bulk_tank,0,0,3.5,1,12,7,0,0,1,1,1,1,1,0,not_applicable,2023,12,35,surgical_anaesthesia,28,7,1,2,0,733.0,10.0,1,solar,15
81,referral_hospital,O2_0191,peri_urban,227,1,1,1,1,LOX_bulk_tank,0,0,0.2,1,5,4,3,0,1,1,1,1,1,0,not_applicable,2022,6,38,pneumonia_child,27,11,1,4,0,913.0,17.0,1,grid_reliable,8
82,referral_hospital,O2_0080,urban,245,1,1,1,1,cylinder_portable,0,0,2.8,1,20,6,2,0,1,0,0,1,0,0,not_applicable,2024,2,32,heart_failure,30,2,1,0,0,1005.0,1.0,1,none,0
83,referral_hospital,O2_0174,peri_urban,214,1,1,1,1,oxygen_concentrator,7,5,1.3,1,8,1,4,0,1,1,0,1,1,0,not_applicable,2022,2,48,surgical_anaesthesia,39,9,0,3,0,677.0,7.0,1,grid_reliable,3
84,referral_hospital,O2_0030,rural,201,1,1,1,1,oxygen_concentrator,5,2,3.0,1,10,6,3,0,1,1,1,1,1,4,demand_surge,2024,10,36,COVID19_severe,21,15,1,4,0,930.0,3.0,1,grid_unreliable,3
85,referral_hospital,O2_0056,urban,233,1,1,1,1,oxygen_concentrator,2,1,10.7,1,8,3,11,0,1,1,1,1,1,3,demand_surge,2023,9,38,pneumonia_child,30,8,1,6,0,698.0,11.0,1,grid_reliable,11
86,referral_hospital,O2_0179,rural,254,1,1,1,1,LOX_bulk_tank,0,0,7.1,1,10,6,1,0,1,1,1,1,1,0,not_applicable,2023,5,35,neonatal_respiratory,25,10,1,2,0,1150.0,2.0,1,none,4
87,referral_hospital,O2_0108,rural,239,1,1,1,1,LOX_bulk_tank,0,0,0.5,1,8,5,1,0,1,1,0,0,0,30,demand_surge,2024,9,39,pneumonia_child,0,39,0,13,11,910.0,5.0,0,generator_only,6
88,referral_hospital,O2_0012,urban,264,1,1,1,1,PSA_plant_onsite,0,0,7.9,1,7,5,2,1,1,1,1,1,1,4,PSA_plant_breakdown,2023,9,53,sepsis,37,16,1,7,0,830.0,45.0,1,generator_only,3
89,referral_hospital,O2_0004,urban,333,1,1,1,1,PSA_plant_onsite,0,0,2.2,1,12,2,16,1,1,1,1,1,1,3,concentrator_malfunction,2024,4,57,surgical_anaesthesia,56,1,1,0,0,682.0,2.0,1,none,15
90,referral_hospital,O2_0035,rural,209,1,1,1,1,PSA_plant_onsite,0,0,1.1,1,16,2,0,0,1,0,0,1,1,1,power_outage,2023,9,43,COVID19_severe,37,6,1,4,0,794.0,39.0,0,grid_unreliable,5
91,referral_hospital,O2_0169,urban,225,1,1,1,1,PSA_plant_onsite,6,3,1.5,1,8,6,11,1,1,1,1,1,1,2,piping_system_leak,2022,6,37,asthma_severe,24,13,0,4,0,622.0,10.0,1,generator_only,1
92,referral_hospital,O2_0061,rural,284,1,1,1,1,LOX_bulk_tank,0,0,0.3,1,13,3,8,0,1,1,1,1,1,1,piping_system_leak,2021,6,56,severe_malaria,53,3,1,2,0,975.0,6.0,1,grid_reliable,7
93,referral_hospital,O2_0095,urban,290,1,1,1,1,PSA_plant_onsite,0,0,10.7,1,9,8,3,1,1,0,0,1,1,0,not_applicable,2024,1,25,pneumonia_child,25,0,1,0,0,930.0,9.0,1,grid_unreliable,2
94,referral_hospital,O2_0097,peri_urban,294,1,1,1,1,PSA_plant_onsite,0,0,0.0,1,9,8,0,1,1,1,1,1,0,0,not_applicable,2023,1,37,pneumonia_adult,14,23,1,9,0,677.0,10.0,1,grid_reliable,0
95,referral_hospital,O2_0105,urban,288,1,1,1,1,LOX_bulk_tank,0,0,3.7,1,10,6,17,0,1,1,1,1,0,1,power_outage,2023,2,39,neonatal_respiratory,39,0,0,0,0,873.0,5.0,1,grid_unreliable,18
96,referral_hospital,O2_0104,urban,255,1,1,1,1,oxygen_concentrator,4,1,1.3,1,11,8,14,0,1,1,1,1,1,0,not_applicable,2023,6,46,asthma_severe,42,4,1,2,0,838.0,0.0,1,grid_reliable,5
97,referral_hospital,O2_0138,rural,217,1,1,1,1,oxygen_concentrator,4,2,0.0,1,11,2,12,0,1,1,1,1,1,0,not_applicable,2023,12,41,pneumonia_child,36,5,0,3,0,758.0,0.0,1,grid_unreliable,21
98,referral_hospital,O2_0070,urban,249,1,1,1,1,cylinder_piped,0,0,2.1,1,9,9,22,0,1,1,1,1,1,0,not_applicable,2022,1,40,pneumonia_child,18,22,1,5,0,746.0,8.0,1,grid_reliable,4
99,referral_hospital,O2_0180,peri_urban,250,1,1,1,1,oxygen_concentrator,13,7,0.3,1,14,4,2,0,1,1,1,1,1,2,demand_surge,2022,5,42,neonatal_respiratory,32,10,1,5,0,588.0,4.0,1,grid_unreliable,10
100,referral_hospital,O2_0049,rural,287,1,1,1,1,LOX_bulk_tank,0,0,0.5,1,13,10,0,0,1,1,0,1,1,0,not_applicable,2022,11,38,pneumonia_adult,36,2,1,1,0,889.0,24.0,1,solar,27
101,referral_hospital,O2_0198,urban,242,1,1,1,1,LOX_bulk_tank,0,0,4.6,1,13,6,0,0,1,1,1,0,0,1,PSA_plant_breakdown,2022,5,34,heart_failure,0,34,0,11,2,783.0,18.0,1,grid_reliable,0
102,referral_hospital,O2_0168,rural,287,1,1,1,1,LOX_bulk_tank,0,0,1.8,1,12,6,0,0,1,1,1,0,0,4,demand_surge,2023,4,36,trauma,0,36,0,10,14,817.0,8.0,1,grid_reliable,8
103,referral_hospital,O2_0152,urban,269,1,1,1,1,PSA_plant_onsite,0,0,0.7,1,6,5,1,1,1,1,1,1,1,0,not_applicable,2023,4,36,trauma,28,8,1,3,0,867.0,2.0,1,grid_reliable,4
104,referral_hospital,O2_0145,urban,288,1,1,1,1,LOX_bulk_tank,0,0,5.7,1,9,5,0,0,1,1,1,0,0,4,power_outage,2023,6,27,neonatal_respiratory,0,27,0,11,5,667.0,37.0,1,none,6
105,referral_hospital,O2_0177,rural,275,1,1,1,1,cylinder_piped,0,0,0.9,1,11,12,15,0,1,1,0,1,1,0,not_applicable,2022,11,48,pneumonia_child,31,17,1,8,0,860.0,6.0,1,grid_unreliable,3
106,referral_hospital,O2_0032,urban,180,1,1,1,1,LOX_bulk_tank,0,0,0.8,1,8,3,6,0,1,1,1,0,0,8,funding_for_refill,2024,10,46,heart_failure,0,46,0,12,13,509.0,1.0,1,solar,1
107,referral_hospital,O2_0071,rural,200,1,1,1,1,PSA_plant_onsite,0,0,1.5,1,7,1,2,0,1,1,0,1,1,1,concentrator_malfunction,2022,7,43,sepsis,40,3,1,0,0,1008.0,8.0,1,grid_reliable,2
108,referral_hospital,O2_0016,peri_urban,363,1,1,1,1,cylinder_piped,0,0,2.3,1,10,7,3,0,1,1,1,1,1,0,not_applicable,2023,4,43,other_hypoxemia,33,10,1,4,0,532.0,10.0,1,grid_reliable,3
109,referral_hospital,O2_0169,peri_urban,286,1,1,1,1,cylinder_piped,0,0,2.2,1,5,2,3,0,1,1,1,1,1,0,not_applicable,2022,5,34,pneumonia_child,21,13,1,0,0,1067.0,0.0,1,generator_only,3
110,referral_hospital,O2_0094,urban,243,1,1,1,1,cylinder_portable,0,0,5.5,1,7,7,1,0,1,1,0,1,1,0,not_applicable,2023,9,41,COVID19_severe,38,3,0,1,0,768.0,17.0,1,grid_unreliable,5
111,referral_hospital,O2_0154,urban,211,1,1,1,1,LOX_bulk_tank,0,0,2.5,1,11,6,2,0,1,1,1,1,1,1,PSA_plant_breakdown,2022,6,42,asthma_severe,21,21,1,10,0,739.0,18.0,0,solar,5
112,referral_hospital,O2_0023,peri_urban,206,1,1,1,1,cylinder_piped,4,1,1.3,1,10,4,3,0,1,1,1,1,1,0,not_applicable,2023,1,30,severe_malaria,17,13,1,2,0,894.0,6.0,0,none,10
113,referral_hospital,O2_0109,urban,276,1,1,1,1,PSA_plant_onsite,3,1,5.1,1,14,4,6,1,1,1,0,1,1,0,not_applicable,2022,6,39,surgical_anaesthesia,22,17,1,5,0,913.0,2.0,0,grid_unreliable,0
114,referral_hospital,O2_0129,urban,309,1,1,1,1,oxygen_concentrator,5,4,2.2,1,13,5,3,0,1,0,0,1,1,0,not_applicable,2024,11,48,other_hypoxemia,36,12,0,7,0,643.0,2.0,1,grid_reliable,0
115,referral_hospital,O2_0147,rural,261,1,1,1,1,LOX_bulk_tank,0,0,0.6,1,6,5,4,0,1,1,1,1,0,0,not_applicable,2023,9,28,pneumonia_child,21,7,0,1,0,838.0,15.0,1,grid_unreliable,1
116,referral_hospital,O2_0103,urban,268,1,1,1,1,oxygen_concentrator,6,6,7.6,1,13,9,20,0,1,1,1,1,0,0,not_applicable,2023,11,39,COVID19_severe,30,9,1,5,0,656.0,7.0,1,grid_unreliable,0
117,referral_hospital,O2_0011,urban,246,1,1,1,1,PSA_plant_onsite,0,0,3.8,1,9,4,0,1,1,1,1,1,0,0,not_applicable,2023,5,35,COPD_exacerbation,27,8,1,5,0,676.0,25.0,1,grid_unreliable,3
118,referral_hospital,O2_0111,peri_urban,235,1,1,1,1,oxygen_concentrator,5,3,0.2,1,10,5,5,0,1,1,1,1,0,9,demand_surge,2024,12,34,COPD_exacerbation,29,5,1,1,0,969.0,3.0,1,grid_reliable,8
119,referral_hospital,O2_0068,rural,264,1,1,1,1,PSA_plant_onsite,4,2,2.9,1,13,7,7,0,1,1,0,1,1,0,not_applicable,2022,1,32,COVID19_severe,32,0,1,0,0,868.0,34.0,0,grid_reliable,24
120,referral_hospital,O2_0146,urban,204,1,1,1,1,oxygen_concentrator,10,7,4.2,1,8,1,3,0,1,1,0,1,0,0,not_applicable,2024,11,42,pneumonia_child,27,15,1,7,0,842.0,46.0,1,grid_unreliable,15
121,referral_hospital,O2_0164,peri_urban,334,1,1,1,1,LOX_bulk_tank,6,4,1.5,1,14,4,0,0,1,1,0,0,0,6,PSA_plant_breakdown,2024,6,28,trauma,0,28,0,6,9,834.0,5.0,1,grid_reliable,0
122,referral_hospital,O2_0136,urban,208,1,1,1,1,cylinder_piped,0,0,6.3,1,10,3,9,0,1,1,0,1,1,0,not_applicable,2022,7,41,other_hypoxemia,29,12,1,5,0,728.0,10.0,1,grid_reliable,3
123,referral_hospital,O2_0017,peri_urban,265,1,1,1,1,oxygen_concentrator,2,1,0.6,1,7,6,17,0,1,1,1,1,1,7,PSA_plant_breakdown,2024,2,46,pneumonia_child,33,13,1,5,0,711.0,3.0,0,grid_reliable,0
124,referral_hospital,O2_0129,peri_urban,263,1,1,1,1,LOX_bulk_tank,0,0,2.9,1,10,4,2,0,1,1,1,1,1,0,not_applicable,2024,1,38,COVID19_severe,38,0,1,0,0,887.0,11.0,1,grid_reliable,7
125,referral_hospital,O2_0135,urban,294,1,1,1,1,LOX_bulk_tank,0,0,2.4,1,12,3,9,0,1,1,1,1,0,1,PSA_plant_breakdown,2023,11,50,severe_malaria,45,5,1,2,0,630.0,12.0,1,none,5
126,referral_hospital,O2_0176,peri_urban,197,1,1,1,1,cylinder_piped,0,0,2.9,1,5,6,5,0,1,1,0,1,1,0,not_applicable,2023,8,39,COPD_exacerbation,27,12,1,5,0,991.0,33.0,1,solar,2
127,referral_hospital,O2_0118,urban,279,1,1,1,1,LOX_bulk_tank,0,0,1.6,1,5,9,2,0,1,1,1,1,1,0,not_applicable,2021,2,37,pneumonia_child,34,3,1,1,0,850.0,95.0,1,grid_reliable,1
128,referral_hospital,O2_0095,urban,306,1,1,1,1,LOX_bulk_tank,0,0,3.4,1,12,5,1,0,1,1,1,1,1,0,not_applicable,2024,9,33,trauma,27,6,0,1,0,933.0,3.0,1,generator_only,5
129,referral_hospital,O2_0149,peri_urban,258,1,1,1,1,LOX_bulk_tank,0,0,5.9,1,14,5,1,0,1,1,1,1,0,0,not_applicable,2023,12,44,asthma_severe,26,18,1,10,0,1040.0,9.0,1,grid_unreliable,4
130,referral_hospital,O2_0110,urban,300,1,1,1,1,LOX_bulk_tank,0,0,0.7,1,16,5,2,0,1,1,1,1,1,0,not_applicable,2021,4,37,pneumonia_adult,37,0,1,0,0,799.0,19.0,1,grid_reliable,1
131,referral_hospital,O2_0150,urban,211,1,1,1,1,cylinder_piped,4,3,0.4,1,9,6,2,0,1,1,1,1,1,1,cylinder_delivery_delay,2024,4,53,surgical_anaesthesia,53,0,0,0,0,598.0,12.0,1,solar,9
132,referral_hospital,O2_0002,urban,230,1,1,1,1,cylinder_piped,0,0,1.1,1,9,6,0,0,1,1,1,1,1,0,not_applicable,2022,6,42,COVID19_severe,41,1,1,0,0,807.0,8.0,1,grid_unreliable,2
133,referral_hospital,O2_0193,urban,204,1,1,1,1,cylinder_piped,0,0,3.7,1,9,6,2,0,1,1,1,1,1,0,not_applicable,2021,8,42,pneumonia_child,26,16,1,5,0,328.0,90.0,1,grid_unreliable,5
134,referral_hospital,O2_0081,rural,249,1,1,1,1,LOX_bulk_tank,0,0,2.1,1,9,6,1,0,1,1,1,1,1,0,not_applicable,2023,1,51,other_hypoxemia,51,0,1,0,0,416.0,22.0,1,grid_reliable,0
135,referral_hospital,O2_0186,urban,281,1,1,1,1,PSA_plant_onsite,0,0,3.1,1,13,2,6,0,1,1,1,1,1,0,not_applicable,2023,12,40,COPD_exacerbation,31,9,1,3,0,919.0,19.0,1,grid_reliable,4
136,referral_hospital,O2_0075,urban,236,1,1,1,1,PSA_plant_onsite,0,0,4.4,1,15,5,0,1,1,1,0,1,1,0,not_applicable,2022,9,36,heart_failure,27,9,0,2,0,464.0,46.0,1,grid_reliable,8
137,referral_hospital,O2_0104,peri_urban,239,1,1,1,1,LOX_bulk_tank,0,0,1.7,1,8,3,6,0,1,1,1,1,1,0,not_applicable,2023,6,41,heart_failure,33,8,1,1,0,1041.0,17.0,1,solar,1
138,referral_hospital,O2_0166,peri_urban,258,1,1,1,1,cylinder_portable,0,0,3.6,1,9,7,1,0,1,0,0,1,1,0,not_applicable,2021,2,43,pneumonia_child,39,4,1,3,0,668.0,21.0,1,grid_unreliable,10
139,referral_hospital,O2_0021,urban,266,1,1,1,1,LOX_bulk_tank,0,0,0.4,1,8,7,2,0,1,1,0,1,1,0,not_applicable,2021,5,41,severe_malaria,30,11,1,5,0,517.0,8.0,1,none,1
140,referral_hospital,O2_0187,rural,169,1,1,1,1,LOX_bulk_tank,0,0,0.2,1,6,2,1,0,1,1,1,1,1,1,supplier_stockout,2023,3,38,pneumonia_adult,26,12,0,6,0,561.0,14.0,1,grid_reliable,6
141,referral_hospital,O2_0120,urban,236,1,1,1,1,PSA_plant_onsite,5,4,0.1,1,11,3,3,0,1,1,0,1,1,0,not_applicable,2022,8,44,neonatal_respiratory,34,10,1,4,0,846.0,10.0,1,solar,3
142,referral_hospital,O2_0065,peri_urban,299,1,1,1,1,LOX_bulk_tank,0,0,0.1,1,11,5,4,0,1,1,1,0,0,5,demand_surge,2022,8,38,pneumonia_child,0,38,0,16,9,700.0,23.0,1,grid_reliable,1
143,referral_hospital,O2_0145,urban,239,1,1,1,1,cylinder_piped,0,0,6.1,1,9,6,4,0,1,1,1,1,1,0,not_applicable,2023,2,38,COPD_exacerbation,24,14,1,4,0,773.0,13.0,1,none,1
144,referral_hospital,O2_0003,peri_urban,272,1,1,1,1,cylinder_piped,0,0,2.8,1,13,4,2,0,1,1,0,1,0,0,not_applicable,2024,9,26,severe_malaria,19,7,1,3,0,864.0,2.0,1,grid_reliable,1
145,referral_hospital,O2_0102,urban,281,1,1,1,1,PSA_plant_onsite,0,0,3.0,1,10,3,3,1,1,0,0,1,0,0,not_applicable,2023,12,49,heart_failure,25,24,1,7,0,988.0,0.0,1,grid_unreliable,6
146,referral_hospital,O2_0016,rural,205,1,1,1,1,PSA_plant_onsite,0,0,0.9,1,12,6,0,1,1,1,1,1,1,0,not_applicable,2022,4,49,severe_malaria,34,15,1,6,0,793.0,30.0,1,grid_reliable,11
147,referral_hospital,O2_0042,urban,283,1,1,1,1,PSA_plant_onsite,0,0,2.5,1,16,5,1,1,1,1,1,1,1,0,not_applicable,2021,7,30,COPD_exacerbation,23,7,1,1,0,934.0,16.0,0,grid_unreliable,1
148,referral_hospital,O2_0152,peri_urban,281,1,1,1,1,PSA_plant_onsite,0,0,0.7,1,6,5,0,0,1,1,1,1,0,0,not_applicable,2024,9,42,COPD_exacerbation,36,6,1,2,0,870.0,73.0,1,grid_reliable,0
149,referral_hospital,O2_0178,rural,313,1,1,1,1,cylinder_portable,0,0,13.6,1,14,8,2,0,1,1,0,1,1,0,not_applicable,2022,11,39,heart_failure,30,9,1,7,0,1109.0,3.0,1,grid_unreliable,2
150,referral_hospital,O2_0150,urban,246,1,1,1,1,oxygen_concentrator,4,2,2.0,1,8,3,1,0,1,1,0,1,1,3,piping_system_leak,2023,9,37,surgical_anaesthesia,24,13,1,4,0,857.0,11.0,1,generator_only,2
151,referral_hospital,O2_0175,urban,297,1,1,1,1,oxygen_concentrator,5,3,4.4,1,11,7,0,0,1,0,0,0,0,30,concentrator_malfunction,2024,5,47,pneumonia_child,0,47,0,26,12,958.0,4.0,1,grid_reliable,1
152,referral_hospital,O2_0033,rural,281,1,1,1,1,oxygen_concentrator,4,3,3.8,1,16,6,4,0,1,1,1,1,1,3,demand_surge,2022,3,33,trauma,27,6,0,2,0,685.0,3.0,1,grid_reliable,11
153,referral_hospital,O2_0091,urban,254,1,1,1,1,LOX_bulk_tank,0,0,0.0,1,16,9,18,0,1,1,0,1,1,0,not_applicable,2024,2,35,neonatal_respiratory,24,11,1,0,0,1044.0,14.0,1,solar,9
154,referral_hospital,O2_0036,peri_urban,262,1,1,1,1,PSA_plant_onsite,0,0,1.3,1,13,3,7,1,1,1,1,1,1,0,not_applicable,2024,3,19,neonatal_respiratory,9,10,0,6,0,780.0,6.0,1,generator_only,0
155,referral_hospital,O2_0183,urban,227,1,1,1,1,cylinder_piped,0,0,3.6,1,8,3,2,0,1,0,0,1,1,0,not_applicable,2024,8,42,COVID19_severe,35,7,1,1,0,612.0,2.0,1,grid_reliable,3
156,referral_hospital,O2_0127,urban,224,1,1,1,1,oxygen_concentrator,6,5,8.3,1,8,4,11,0,1,1,1,1,1,0,not_applicable,2024,6,42,COPD_exacerbation,31,11,1,3,0,620.0,6.0,0,grid_reliable,2
157,referral_hospital,O2_0069,urban,290,1,1,1,1,LOX_bulk_tank,4,2,14.9,1,6,8,3,0,1,1,0,1,0,0,not_applicable,2022,9,40,COPD_exacerbation,37,3,1,0,0,641.0,8.0,0,grid_unreliable,5
158,referral_hospital,O2_0100,urban,286,1,1,1,1,cylinder_piped,0,0,4.8,1,10,4,2,0,1,1,1,1,1,0,not_applicable,2023,6,28,neonatal_respiratory,21,7,1,0,0,718.0,11.0,1,grid_reliable,4
159,referral_hospital,O2_0048,urban,230,1,1,1,1,PSA_plant_onsite,3,1,0.4,1,9,3,1,0,1,1,1,1,1,0,not_applicable,2024,6,46,surgical_anaesthesia,39,7,1,2,0,794.0,7.0,1,grid_reliable,13
160,referral_hospital,O2_0071,rural,214,1,1,1,1,cylinder_piped,0,0,12.7,1,10,6,12,0,1,1,1,1,1,0,not_applicable,2024,8,41,COVID19_severe,24,17,1,5,0,1173.0,7.0,0,grid_reliable,0
161,referral_hospital,O2_0009,urban,245,1,1,1,1,LOX_bulk_tank,0,0,2.1,1,14,6,11,0,1,0,0,1,1,0,not_applicable,2021,2,43,sepsis,37,6,1,4,0,693.0,43.0,1,none,3
162,referral_hospital,O2_0192,rural,246,1,1,1,1,oxygen_concentrator,5,2,3.4,1,19,5,0,0,1,1,1,1,0,0,not_applicable,2024,9,39,neonatal_respiratory,19,20,1,8,0,941.0,9.0,1,grid_unreliable,3
163,referral_hospital,O2_0073,peri_urban,233,1,1,1,1,oxygen_concentrator,6,4,1.4,1,13,4,8,0,1,1,1,1,1,0,not_applicable,2023,1,40,heart_failure,28,12,1,5,0,754.0,1.0,1,generator_only,5
164,referral_hospital,O2_0121,urban,228,1,1,1,1,LOX_bulk_tank,0,0,5.0,1,6,6,5,0,1,1,1,1,0,0,not_applicable,2023,10,34,neonatal_respiratory,28,6,1,2,0,825.0,62.0,1,grid_reliable,1
165,referral_hospital,O2_0136,rural,240,1,1,1,1,LOX_bulk_tank,6,4,1.9,1,12,5,3,0,1,1,1,1,1,11,PSA_plant_breakdown,2022,12,34,other_hypoxemia,19,15,1,4,0,858.0,21.0,1,none,6
166,referral_hospital,O2_0064,rural,242,1,1,1,1,cylinder_piped,4,2,5.5,1,10,5,7,0,1,1,1,1,0,0,not_applicable,2024,7,36,pneumonia_child,36,0,1,0,0,663.0,2.0,1,generator_only,1
167,referral_hospital,O2_0050,rural,210,1,1,1,1,LOX_bulk_tank,0,0,3.9,1,10,7,1,0,1,1,1,1,1,0,not_applicable,2023,1,39,COPD_exacerbation,29,10,1,1,0,743.0,12.0,1,grid_reliable,3
168,referral_hospital,O2_0032,peri_urban,351,1,1,1,1,cylinder_piped,0,0,2.6,1,13,4,2,0,1,1,1,1,1,0,not_applicable,2024,4,37,neonatal_respiratory,32,5,1,4,0,961.0,2.0,1,none,10
169,referral_hospital,O2_0195,urban,295,1,1,1,1,cylinder_piped,0,0,3.0,1,10,2,11,0,1,1,0,1,0,0,not_applicable,2024,7,31,pneumonia_adult,21,10,1,6,0,970.0,82.0,1,solar,1
170,referral_hospital,O2_0021,urban,328,1,1,1,1,cylinder_piped,3,2,8.6,1,15,3,2,0,1,0,0,1,1,0,not_applicable,2021,11,35,COPD_exacerbation,31,4,0,1,0,831.0,1.0,1,grid_unreliable,3
171,referral_hospital,O2_0176,urban,240,1,1,1,1,LOX_bulk_tank,0,0,3.4,1,7,2,0,0,1,1,0,1,1,0,not_applicable,2021,5,48,pneumonia_child,42,6,1,1,0,899.0,57.0,1,grid_reliable,0
172,referral_hospital,O2_0137,urban,378,1,1,1,1,oxygen_concentrator,5,2,1.1,1,9,4,4,0,1,1,1,0,0,1,cylinder_delivery_delay,2022,1,44,pneumonia_child,0,44,0,14,11,906.0,2.0,1,grid_unreliable,13
173,referral_hospital,O2_0059,urban,165,1,1,1,1,cylinder_portable,3,3,2.2,1,11,8,0,0,1,1,1,1,0,0,not_applicable,2023,4,37,asthma_severe,29,8,1,3,0,604.0,18.0,0,grid_unreliable,5
174,referral_hospital,O2_0157,urban,161,1,1,1,1,oxygen_concentrator,3,1,8.9,1,12,6,2,0,1,1,1,1,1,1,regulator_valve_failure,2023,6,40,pneumonia_adult,28,12,1,4,0,965.0,0.0,1,grid_reliable,3
175,referral_hospital,O2_0069,peri_urban,315,1,1,1,1,PSA_plant_onsite,0,0,6.1,1,7,4,0,1,1,1,1,1,0,0,not_applicable,2024,5,34,pneumonia_child,31,3,1,2,0,697.0,11.0,1,grid_reliable,5
176,referral_hospital,O2_0029,urban,289,1,1,1,1,cylinder_portable,0,0,2.7,1,14,6,0,0,1,0,0,1,1,0,not_applicable,2023,3,47,trauma,34,13,1,4,0,950.0,3.0,1,grid_reliable,2
177,referral_hospital,O2_0132,peri_urban,301,1,1,1,1,cylinder_piped,0,0,2.2,1,5,9,5,0,1,1,1,1,0,0,not_applicable,2023,3,40,surgical_anaesthesia,24,16,1,8,0,1114.0,10.0,1,generator_only,5
178,referral_hospital,O2_0177,peri_urban,252,1,1,1,1,LOX_bulk_tank,0,0,0.7,1,9,4,5,0,1,1,1,0,0,16,power_outage,2024,2,38,neonatal_respiratory,0,38,0,10,17,582.0,24.0,0,grid_unreliable,5
179,referral_hospital,O2_0175,rural,196,1,1,1,1,LOX_bulk_tank,0,0,3.3,1,15,6,2,0,1,1,1,1,0,0,not_applicable,2023,8,34,heart_failure,26,8,1,5,0,949.0,1.0,1,grid_reliable,18
180,referral_hospital,O2_0051,urban,222,1,1,1,1,cylinder_piped,0,0,0.4,1,8,4,0,0,1,1,0,1,1,0,not_applicable,2024,4,33,pneumonia_child,24,9,1,4,0,988.0,2.0,1,grid_reliable,0
181,referral_hospital,O2_0079,urban,290,1,1,1,1,LOX_bulk_tank,6,3,0.3,1,9,3,14,0,1,1,1,1,1,0,not_applicable,2023,10,40,trauma,35,5,1,1,0,608.0,22.0,1,generator_only,8
182,referral_hospital,O2_0011,urban,254,1,1,1,1,oxygen_concentrator,8,3,7.4,1,7,7,6,0,1,1,1,1,1,0,not_applicable,2024,4,49,heart_failure,41,8,0,2,0,735.0,14.0,1,generator_only,0
183,referral_hospital,O2_0131,urban,185,1,1,1,1,oxygen_concentrator,5,4,0.2,1,11,4,3,0,1,1,1,1,1,0,not_applicable,2023,6,25,neonatal_respiratory,25,0,1,0,0,805.0,5.0,1,none,8
184,referral_hospital,O2_0153,urban,274,1,1,1,1,PSA_plant_onsite,0,0,1.9,1,10,4,8,1,1,1,1,1,1,0,not_applicable,2021,1,48,COPD_exacerbation,46,2,1,2,0,908.0,5.0,1,grid_unreliable,13
185,referral_hospital,O2_0150,peri_urban,232,1,1,1,1,oxygen_concentrator,10,10,1.8,1,14,6,1,0,1,1,1,1,1,0,not_applicable,2022,11,44,asthma_severe,44,0,1,0,0,825.0,21.0,1,grid_unreliable,0
186,referral_hospital,O2_0037,urban,231,1,1,1,1,cylinder_piped,0,0,0.4,1,13,0,1,0,1,1,0,1,1,0,not_applicable,2023,12,43,asthma_severe,26,17,0,5,0,1189.0,21.0,1,grid_reliable,0
187,referral_hospital,O2_0142,urban,215,1,1,1,1,oxygen_concentrator,2,1,1.3,1,12,8,6,0,1,1,0,1,1,1,concentrator_malfunction,2022,10,40,heart_failure,32,8,1,4,0,702.0,5.0,1,solar,7
188,referral_hospital,O2_0008,urban,214,1,1,1,1,cylinder_piped,0,0,2.1,1,10,4,3,0,1,1,0,1,1,0,not_applicable,2024,10,31,COVID19_severe,23,8,1,3,0,897.0,8.0,0,grid_reliable,4
189,referral_hospital,O2_0008,rural,136,1,1,1,1,cylinder_piped,0,0,2.1,1,9,4,0,0,1,1,1,1,1,0,not_applicable,2024,8,46,severe_malaria,28,18,1,2,0,888.0,4.0,1,grid_unreliable,3
190,referral_hospital,O2_0023,urban,266,1,1,1,1,cylinder_piped,0,0,0.5,1,5,3,3,0,1,0,0,1,1,0,not_applicable,2024,9,39,COPD_exacerbation,34,5,1,2,0,598.0,5.0,1,grid_reliable,6
191,referral_hospital,O2_0041,peri_urban,247,1,1,1,1,LOX_bulk_tank,0,0,0.2,1,11,8,4,0,1,1,1,1,1,0,not_applicable,2023,5,40,asthma_severe,30,10,1,6,0,905.0,23.0,1,grid_reliable,3
192,referral_hospital,O2_0021,urban,218,1,1,1,1,oxygen_concentrator,6,5,6.3,1,11,5,0,0,1,1,0,0,0,8,regulator_valve_failure,2024,2,37,pneumonia_child,0,37,0,11,8,882.0,30.0,0,grid_reliable,18
193,referral_hospital,O2_0093,urban,181,1,1,1,1,PSA_plant_onsite,0,0,2.1,1,5,4,4,1,1,1,1,1,1,0,not_applicable,2022,5,34,pneumonia_child,25,9,1,1,0,979.0,15.0,1,generator_only,24
194,referral_hospital,O2_0146,urban,259,1,1,1,1,oxygen_concentrator,4,3,0.6,1,16,9,3,0,1,1,1,1,1,0,not_applicable,2024,12,37,neonatal_respiratory,33,4,0,2,0,904.0,12.0,1,grid_reliable,0
195,referral_hospital,O2_0103,urban,201,1,1,1,1,PSA_plant_onsite,0,0,3.2,1,12,4,1,1,1,1,1,1,1,0,not_applicable,2024,11,31,surgical_anaesthesia,31,0,1,0,0,634.0,8.0,0,grid_reliable,3
196,referral_hospital,O2_0156,urban,264,1,1,1,1,oxygen_concentrator,6,3,2.1,1,7,8,0,0,1,1,1,1,0,0,not_applicable,2024,7,47,COPD_exacerbation,45,2,1,1,0,740.0,7.0,1,solar,6
197,referral_hospital,O2_0167,urban,250,1,1,1,1,LOX_bulk_tank,1,1,0.5,1,19,1,1,0,1,0,0,0,0,4,power_outage,2021,10,40,pneumonia_adult,0,40,0,15,9,802.0,14.0,1,grid_reliable,2
198,referral_hospital,O2_0100,urban,311,1,1,1,1,cylinder_piped,0,0,6.3,1,7,6,7,0,1,1,1,1,1,0,not_applicable,2024,8,32,COPD_exacerbation,24,8,1,2,0,645.0,15.0,1,generator_only,2
199,referral_hospital,O2_0070,peri_urban,246,1,1,1,1,PSA_plant_onsite,0,0,1.2,1,13,7,3,0,1,1,1,1,1,0,not_applicable,2023,6,47,heart_failure,35,12,1,3,0,587.0,0.0,1,grid_reliable,6
200,referral_hospital,O2_0170,urban,219,1,1,1,1,oxygen_concentrator,6,3,6.0,1,9,3,5,0,1,0,0,1,0,0,not_applicable,2023,1,48,COPD_exacerbation,36,12,1,4,0,893.0,48.0,1,grid_reliable,4
201,referral_hospital,O2_0160,urban,308,1,1,1,1,cylinder_piped,14,8,4.3,1,9,6,0,0,1,1,0,1,1,1,regulator_valve_failure,2024,2,37,COPD_exacerbation,33,4,1,0,0,750.0,6.0,1,grid_reliable,14
202,referral_hospital,O2_0070,urban,223,1,1,1,1,LOX_bulk_tank,0,0,2.0,1,12,2,2,0,1,1,1,1,1,0,not_applicable,2024,7,43,trauma,29,14,1,6,0,819.0,6.0,1,grid_reliable,6
203,referral_hospital,O2_0158,peri_urban,279,1,1,1,1,PSA_plant_onsite,0,0,0.1,1,7,8,1,0,1,1,0,0,0,6,demand_surge,2023,2,41,asthma_severe,0,41,0,15,15,750.0,5.0,0,generator_only,0
204,referral_hospital,O2_0151,rural,284,1,1,1,1,PSA_plant_onsite,0,0,0.1,1,8,4,1,0,1,1,1,1,1,0,not_applicable,2024,11,29,pneumonia_child,25,4,0,2,0,884.0,7.0,1,grid_reliable,1
205,referral_hospital,O2_0026,urban,257,1,1,1,1,cylinder_portable,0,0,0.4,1,15,6,3,0,1,1,1,1,1,0,not_applicable,2023,10,36,asthma_severe,31,5,1,1,0,663.0,1.0,1,solar,4
206,referral_hospital,O2_0109,rural,267,1,1,1,1,LOX_bulk_tank,0,0,2.0,1,14,7,1,0,1,0,0,1,1,0,not_applicable,2022,5,40,pneumonia_child,29,11,1,7,0,1008.0,20.0,1,generator_only,1
207,referral_hospital,O2_0004,peri_urban,232,1,1,1,1,cylinder_piped,0,0,2.5,1,7,9,0,0,1,0,0,1,1,0,not_applicable,2022,4,53,pneumonia_child,48,5,1,1,0,755.0,5.0,1,grid_reliable,2
208,referral_hospital,O2_0046,rural,235,1,1,1,1,LOX_bulk_tank,0,0,0.8,1,7,2,3,0,1,1,1,1,1,0,not_applicable,2021,9,42,trauma,42,0,0,0,0,1076.0,5.0,1,grid_reliable,1
209,referral_hospital,O2_0140,peri_urban,268,1,1,1,1,cylinder_portable,6,3,0.3,1,9,5,1,0,1,1,1,1,1,0,not_applicable,2022,6,38,other_hypoxemia,33,5,1,3,0,1124.0,22.0,1,grid_unreliable,1
210,referral_hospital,O2_0118,rural,251,1,1,1,1,PSA_plant_onsite,6,4,1.0,1,8,8,3,1,1,0,0,0,0,27,PSA_plant_breakdown,2024,11,45,COVID19_severe,0,45,0,17,10,798.0,8.0,1,grid_unreliable,10
211,referral_hospital,O2_0127,rural,308,1,1,1,1,oxygen_concentrator,5,3,9.1,1,12,1,0,0,1,1,1,1,1,0,not_applicable,2024,9,38,pneumonia_child,37,1,1,0,0,893.0,29.0,1,generator_only,2
212,referral_hospital,O2_0041,rural,255,1,1,1,1,oxygen_concentrator,4,3,0.1,1,14,5,5,0,1,0,0,0,0,27,PSA_plant_breakdown,2023,4,36,pneumonia_child,0,36,0,14,8,964.0,21.0,0,grid_reliable,1
213,referral_hospital,O2_0003,rural,245,1,1,1,1,PSA_plant_onsite,5,3,0.8,1,9,12,3,0,1,1,1,1,0,0,not_applicable,2024,1,43,COPD_exacerbation,41,2,1,1,0,1017.0,3.0,1,generator_only,0
214,referral_hospital,O2_0135,urban,296,1,1,1,1,cylinder_piped,0,0,0.2,1,14,4,6,0,1,0,0,1,1,8,concentrator_malfunction,2024,2,44,pneumonia_child,34,10,1,4,0,818.0,26.0,1,grid_reliable,11
215,referral_hospital,O2_0041,peri_urban,265,1,1,1,1,oxygen_concentrator,7,4,0.4,1,16,10,2,0,1,1,1,1,1,9,concentrator_malfunction,2022,10,35,neonatal_respiratory,23,12,1,4,0,845.0,13.0,1,grid_unreliable,2
216,referral_hospital,O2_0154,urban,189,1,1,1,1,LOX_bulk_tank,0,0,2.3,1,13,2,5,0,1,1,0,1,1,0,not_applicable,2021,7,38,COPD_exacerbation,22,16,1,6,0,741.0,15.0,1,grid_reliable,3
217,referral_hospital,O2_0015,urban,280,1,1,1,1,LOX_bulk_tank,9,5,1.7,1,8,4,2,0,1,1,1,0,0,6,PSA_plant_breakdown,2023,10,38,heart_failure,0,38,0,9,1,967.0,19.0,1,grid_unreliable,0
218,referral_hospital,O2_0086,urban,295,1,1,1,1,cylinder_piped,0,0,6.0,1,7,7,2,0,1,1,0,1,0,0,not_applicable,2022,11,34,neonatal_respiratory,23,11,1,5,0,762.0,10.0,0,grid_reliable,0
219,referral_hospital,O2_0172,peri_urban,250,1,1,1,1,oxygen_concentrator,7,4,5.9,1,7,5,4,0,1,1,1,1,1,0,not_applicable,2022,8,48,pneumonia_child,34,14,1,4,0,805.0,1.0,1,generator_only,4
220,referral_hospital,O2_0136,peri_urban,292,1,1,1,1,LOX_bulk_tank,0,0,1.1,1,12,1,19,0,1,1,1,1,1,0,not_applicable,2023,11,22,pneumonia_adult,11,11,1,2,0,837.0,6.0,0,solar,4
221,referral_hospital,O2_0091,urban,279,1,1,1,1,PSA_plant_onsite,0,0,4.0,1,7,4,5,0,1,1,1,0,0,3,concentrator_malfunction,2023,1,53,other_hypoxemia,0,53,0,15,26,968.0,11.0,1,none,2
222,referral_hospital,O2_0139,rural,237,1,1,1,1,cylinder_portable,0,0,0.5,1,16,6,4,0,1,1,1,1,1,2,empty_cylinders_not_collected,2022,5,34,pneumonia_adult,21,13,1,4,0,995.0,24.0,1,grid_reliable,4
223,referral_hospital,O2_0003,urban,258,1,1,1,1,oxygen_concentrator,5,3,0.5,1,16,7,1,0,1,1,1,1,1,0,not_applicable,2024,5,50,COPD_exacerbation,37,13,0,8,0,776.0,2.0,0,solar,5
224,referral_hospital,O2_0095,peri_urban,214,1,1,1,1,PSA_plant_onsite,0,0,0.3,1,8,6,4,0,1,1,0,0,0,25,piping_system_leak,2024,11,43,pneumonia_child,0,43,0,13,13,1038.0,12.0,1,grid_reliable,6
225,referral_hospital,O2_0056,urban,332,1,1,1,1,LOX_bulk_tank,0,0,6.0,1,18,4,28,0,1,1,1,1,0,6,demand_surge,2023,12,52,surgical_anaesthesia,28,24,1,10,0,826.0,33.0,0,generator_only,4
226,referral_hospital,O2_0003,peri_urban,235,1,1,1,1,oxygen_concentrator,7,4,1.6,1,10,3,2,0,1,0,0,0,0,1,empty_cylinders_not_collected,2021,8,41,trauma,0,41,0,19,8,1048.0,1.0,1,grid_reliable,6
227,referral_hospital,O2_0174,urban,283,1,1,1,1,PSA_plant_onsite,0,0,0.9,1,16,4,2,0,1,1,1,1,1,0,not_applicable,2024,12,41,COPD_exacerbation,22,19,1,7,0,507.0,4.0,0,grid_reliable,4
228,referral_hospital,O2_0155,peri_urban,220,1,1,1,1,oxygen_concentrator,6,4,0.9,1,8,5,2,0,1,1,1,1,1,0,not_applicable,2023,9,34,neonatal_respiratory,26,8,1,2,0,1039.0,11.0,1,grid_unreliable,1
229,referral_hospital,O2_0167,peri_urban,280,1,1,1,1,LOX_bulk_tank,7,4,1.2,1,16,8,3,0,1,1,1,1,1,0,not_applicable,2022,12,42,neonatal_respiratory,36,6,1,2,0,616.0,10.0,0,grid_unreliable,5
230,referral_hospital,O2_0047,urban,309,1,1,1,1,oxygen_concentrator,6,4,3.6,1,11,6,4,0,1,1,1,0,0,19,piping_system_leak,2022,3,32,COPD_exacerbation,0,32,0,7,8,817.0,41.0,1,grid_unreliable,1
231,referral_hospital,O2_0107,urban,257,1,1,1,1,oxygen_concentrator,7,7,0.2,1,10,7,7,0,1,1,1,1,1,4,supplier_stockout,2022,10,35,sepsis,31,4,1,2,0,704.0,21.0,1,grid_reliable,3
232,referral_hospital,O2_0198,urban,201,1,1,1,1,LOX_bulk_tank,0,0,0.9,1,12,4,1,0,1,1,1,0,0,7,concentrator_malfunction,2023,9,48,heart_failure,0,48,0,17,20,697.0,13.0,1,grid_reliable,6
233,referral_hospital,O2_0035,peri_urban,208,1,1,1,1,PSA_plant_onsite,0,0,4.2,1,6,6,0,0,1,0,0,1,1,0,not_applicable,2024,3,43,asthma_severe,37,6,1,4,0,1038.0,23.0,1,none,1
234,referral_hospital,O2_0062,urban,195,1,1,1,1,LOX_bulk_tank,0,0,2.5,1,9,7,0,0,1,1,1,0,0,8,concentrator_malfunction,2023,10,43,COPD_exacerbation,0,43,0,17,9,966.0,7.0,1,none,27
235,referral_hospital,O2_0086,urban,181,1,1,1,1,cylinder_piped,0,0,3.0,1,7,6,10,0,1,0,0,0,0,18,cylinder_delivery_delay,2022,7,47,other_hypoxemia,0,47,0,15,20,737.0,6.0,0,grid_unreliable,0
236,referral_hospital,O2_0042,rural,259,1,1,1,1,cylinder_piped,0,0,1.7,1,8,3,5,0,1,1,0,0,0,3,PSA_plant_breakdown,2024,1,34,other_hypoxemia,0,34,0,15,10,886.0,35.0,1,grid_unreliable,6
237,referral_hospital,O2_0045,urban,255,1,1,1,1,LOX_bulk_tank,0,0,0.4,1,9,2,2,0,1,1,1,1,0,1,demand_surge,2023,8,45,sepsis,40,5,0,2,0,914.0,61.0,1,solar,1
238,referral_hospital,O2_0126,urban,274,1,1,1,1,oxygen_concentrator,0,0,0.0,1,13,7,6,0,1,1,0,1,1,0,not_applicable,2022,7,41,severe_malaria,41,0,0,0,0,905.0,2.0,1,generator_only,2
239,referral_hospital,O2_0190,urban,241,1,1,1,1,PSA_plant_onsite,5,3,0.7,1,20,10,4,0,1,1,0,1,1,0,not_applicable,2022,9,38,asthma_severe,35,3,1,2,0,798.0,19.0,1,grid_unreliable,7
240,referral_hospital,O2_0041,urban,255,1,1,1,1,oxygen_concentrator,4,4,1.0,1,6,4,2,0,1,1,0,1,1,0,not_applicable,2023,7,41,neonatal_respiratory,25,16,1,5,0,974.0,7.0,1,grid_reliable,0
241,referral_hospital,O2_0038,peri_urban,183,1,1,1,1,PSA_plant_onsite,0,0,3.2,1,12,6,0,0,1,1,0,1,1,5,PSA_plant_breakdown,2023,9,35,COVID19_severe,27,8,1,6,0,912.0,25.0,1,grid_reliable,5
242,referral_hospital,O2_0026,urban,260,1,1,1,1,LOX_bulk_tank,0,0,3.4,1,5,4,2,0,1,1,0,0,0,2,funding_for_refill,2023,3,44,asthma_severe,0,44,0,11,17,682.0,7.0,1,generator_only,12
243,referral_hospital,O2_0046,peri_urban,310,1,1,1,1,PSA_plant_onsite,0,0,4.0,1,14,3,4,1,1,1,1,1,1,0,not_applicable,2021,9,37,pneumonia_child,27,10,1,2,0,1101.0,3.0,1,grid_reliable,0
244,referral_hospital,O2_0121,urban,204,1,1,1,1,PSA_plant_onsite,0,0,1.9,1,7,4,3,1,1,0,0,0,0,2,PSA_plant_breakdown,2022,1,34,neonatal_respiratory,0,34,0,12,9,883.0,27.0,1,generator_only,1
245,referral_hospital,O2_0081,peri_urban,263,1,1,1,1,oxygen_concentrator,10,10,0.2,1,6,3,4,0,1,1,1,1,0,0,not_applicable,2021,1,43,heart_failure,29,14,1,6,0,505.0,2.0,1,grid_reliable,7
246,referral_hospital,O2_0027,peri_urban,316,1,1,1,1,oxygen_concentrator,9,4,0.7,1,9,3,1,0,1,1,0,0,0,15,demand_surge,2024,4,54,asthma_severe,0,54,0,22,12,744.0,2.0,1,grid_unreliable,2
247,referral_hospital,O2_0198,rural,291,1,1,1,1,cylinder_portable,3,1,5.2,1,5,4,2,0,1,1,0,1,0,0,not_applicable,2024,11,32,severe_malaria,23,9,1,5,0,1020.0,7.0,1,grid_reliable,3
248,referral_hospital,O2_0193,peri_urban,275,1,1,1,1,LOX_bulk_tank,5,3,0.1,1,8,6,2,0,1,1,1,1,1,13,no_oxygen_source,2024,11,35,pneumonia_child,25,10,1,3,0,658.0,10.0,0,generator_only,1
249,referral_hospital,O2_0067,urban,236,1,1,1,1,cylinder_piped,0,0,1.7,1,9,5,9,0,1,1,1,1,1,0,not_applicable,2023,12,39,other_hypoxemia,31,8,1,3,0,858.0,2.0,0,generator_only,9
250,referral_hospital,O2_0188,urban,202,1,1,1,1,cylinder_piped,2,1,1.6,1,9,6,1,0,1,1,1,1,1,0,not_applicable,2023,3,37,COVID19_severe,36,1,0,0,0,1013.0,51.0,1,grid_reliable,0
251,referral_hospital,O2_0152,urban,255,1,1,1,1,oxygen_concentrator,9,6,3.7,1,7,9,0,0,1,1,0,1,1,0,not_applicable,2021,1,39,asthma_severe,29,10,0,5,0,688.0,30.0,1,generator_only,6
252,referral_hospital,O2_0052,rural,271,1,1,1,1,oxygen_concentrator,4,3,5.0,1,9,5,0,0,1,1,1,1,1,1,concentrator_malfunction,2024,12,38,severe_malaria,27,11,0,5,0,965.0,14.0,0,grid_reliable,2
253,referral_hospital,O2_0184,rural,202,1,1,1,1,cylinder_piped,5,3,2.8,1,12,3,2,0,1,1,1,1,1,1,PSA_plant_breakdown,2024,11,40,heart_failure,31,9,1,2,0,874.0,14.0,1,grid_unreliable,6
254,referral_hospital,O2_0076,urban,278,1,1,1,1,oxygen_concentrator,7,2,6.9,1,9,10,0,0,1,1,1,1,1,0,not_applicable,2021,4,44,severe_malaria,32,12,1,4,0,933.0,5.0,1,grid_reliable,12
255,referral_hospital,O2_0093,urban,304,1,1,1,1,PSA_plant_onsite,0,0,8.1,1,10,6,1,0,1,1,1,1,1,0,not_applicable,2021,3,33,other_hypoxemia,33,0,1,0,0,750.0,2.0,1,grid_reliable,2
256,referral_hospital,O2_0148,peri_urban,203,1,1,1,1,oxygen_concentrator,6,1,0.1,1,11,5,0,0,1,1,1,1,1,0,not_applicable,2024,12,38,pneumonia_child,30,8,1,6,0,1209.0,14.0,1,none,2
257,referral_hospital,O2_0015,peri_urban,235,1,1,1,1,cylinder_piped,0,0,3.2,1,13,4,4,0,1,1,1,1,0,0,not_applicable,2023,5,38,COVID19_severe,34,4,1,2,0,1006.0,12.0,1,generator_only,13
258,referral_hospital,O2_0039,urban,253,1,1,1,1,LOX_bulk_tank,0,0,2.8,1,14,8,3,0,1,1,0,1,1,0,not_applicable,2024,3,33,pneumonia_child,31,2,1,0,0,639.0,33.0,0,generator_only,0
259,referral_hospital,O2_0044,urban,324,1,1,1,1,cylinder_piped,0,0,1.1,1,13,2,7,0,1,1,0,1,1,0,not_applicable,2023,2,35,pneumonia_adult,24,11,0,3,0,863.0,1.0,1,grid_reliable,0
260,referral_hospital,O2_0066,urban,269,1,1,1,1,LOX_bulk_tank,3,2,4.0,1,11,4,0,0,1,1,1,1,1,0,not_applicable,2024,9,44,surgical_anaesthesia,34,10,1,4,0,878.0,9.0,0,grid_unreliable,5
261,referral_hospital,O2_0157,urban,212,1,1,1,1,oxygen_concentrator,8,4,5.6,1,11,4,2,0,1,1,0,1,1,0,not_applicable,2024,1,35,severe_malaria,34,1,1,0,0,550.0,23.0,1,solar,3
262,referral_hospital,O2_0191,peri_urban,225,1,1,1,1,LOX_bulk_tank,0,0,8.0,1,11,5,4,0,1,0,0,1,1,0,not_applicable,2023,9,62,pneumonia_child,40,22,1,8,0,734.0,3.0,1,grid_unreliable,8
263,referral_hospital,O2_0054,urban,193,1,1,1,1,LOX_bulk_tank,0,0,2.3,1,8,7,7,0,1,1,1,1,0,0,not_applicable,2024,6,43,pneumonia_child,29,14,1,5,0,917.0,30.0,1,grid_reliable,1
264,referral_hospital,O2_0077,urban,298,1,1,1,1,oxygen_concentrator,4,3,2.7,1,13,11,2,0,1,0,0,1,1,1,PSA_plant_breakdown,2024,12,34,severe_malaria,26,8,1,3,0,800.0,6.0,1,generator_only,0
265,referral_hospital,O2_0032,urban,249,1,1,1,1,cylinder_piped,7,4,0.2,1,11,4,10,0,1,1,0,1,0,0,not_applicable,2024,8,55,COVID19_severe,28,27,1,11,0,677.0,13.0,1,solar,1
266,referral_hospital,O2_0033,urban,233,1,1,1,1,PSA_plant_onsite,0,0,2.1,1,10,2,3,0,1,1,1,1,1,0,not_applicable,2021,8,43,surgical_anaesthesia,36,7,1,1,0,715.0,4.0,1,generator_only,0
267,referral_hospital,O2_0192,rural,222,1,1,1,1,cylinder_piped,0,0,1.0,1,13,6,0,0,1,1,1,1,1,0,not_applicable,2022,3,40,other_hypoxemia,22,18,0,7,0,820.0,7.0,1,grid_unreliable,0
268,referral_hospital,O2_0138,peri_urban,285,1,1,1,1,PSA_plant_onsite,0,0,2.5,1,12,7,7,0,1,1,1,1,1,0,not_applicable,2024,1,40,COVID19_severe,25,15,1,7,0,654.0,3.0,1,solar,6
269,referral_hospital,O2_0016,urban,214,1,1,1,1,LOX_bulk_tank,0,0,8.0,1,8,9,8,0,1,1,1,1,1,0,not_applicable,2023,6,36,pneumonia_child,36,0,0,0,0,1076.0,1.0,1,grid_reliable,18
270,referral_hospital,O2_0135,urban,256,1,1,1,1,LOX_bulk_tank,0,0,1.0,1,7,4,13,0,1,0,0,1,1,0,not_applicable,2023,1,35,trauma,26,9,1,6,0,641.0,5.0,1,generator_only,0
271,referral_hospital,O2_0055,peri_urban,238,1,1,1,1,LOX_bulk_tank,0,0,8.6,1,11,9,6,0,1,0,0,1,1,0,not_applicable,2023,4,45,pneumonia_child,45,0,0,0,0,897.0,6.0,1,grid_unreliable,6
272,referral_hospital,O2_0194,peri_urban,227,1,1,1,1,PSA_plant_onsite,0,0,3.4,1,12,3,4,0,1,1,1,1,1,0,not_applicable,2023,4,34,pneumonia_adult,25,9,1,1,0,895.0,1.0,1,grid_unreliable,0
273,referral_hospital,O2_0032,urban,276,1,1,1,1,PSA_plant_onsite,0,0,7.6,1,12,5,1,0,1,1,0,1,1,1,supplier_stockout,2024,4,50,COPD_exacerbation,39,11,1,6,0,816.0,7.0,1,generator_only,10
274,referral_hospital,O2_0005,urban,196,1,1,1,1,LOX_bulk_tank,0,0,9.7,1,11,5,0,0,1,1,1,1,1,1,cylinder_delivery_delay,2023,11,42,COVID19_severe,36,6,1,0,0,723.0,1.0,1,grid_reliable,5
275,referral_hospital,O2_0066,rural,227,1,1,1,1,cylinder_piped,0,0,0.5,1,7,5,9,0,1,1,1,0,0,8,demand_surge,2021,2,50,COVID19_severe,0,50,0,10,12,722.0,47.0,1,generator_only,1
276,referral_hospital,O2_0066,urban,204,1,1,1,1,oxygen_concentrator,7,4,10.0,1,7,5,8,0,1,1,1,1,0,0,not_applicable,2021,12,46,pneumonia_child,33,13,1,3,0,795.0,5.0,1,grid_reliable,16
277,referral_hospital,O2_0076,rural,182,1,1,1,1,cylinder_piped,0,0,0.6,1,7,1,3,0,1,1,1,1,1,0,not_applicable,2022,9,39,pneumonia_child,24,15,1,1,0,577.0,19.0,1,grid_unreliable,6
278,referral_hospital,O2_0134,rural,201,1,1,1,1,oxygen_concentrator,4,3,0.1,1,8,3,3,0,1,1,1,1,1,0,not_applicable,2024,2,44,pneumonia_child,38,6,1,2,0,628.0,8.0,1,generator_only,11
279,referral_hospital,O2_0005,urban,224,1,1,1,1,PSA_plant_onsite,0,0,0.2,1,12,4,6,1,1,0,0,1,1,0,not_applicable,2024,1,42,COVID19_severe,35,7,1,3,0,699.0,4.0,1,grid_unreliable,3
280,referral_hospital,O2_0192,peri_urban,249,1,1,1,1,PSA_plant_onsite,0,0,2.9,1,14,1,4,0,1,0,0,1,0,3,piping_system_leak,2022,12,56,pneumonia_child,41,15,0,4,0,765.0,9.0,1,grid_unreliable,1
281,referral_hospital,O2_0002,peri_urban,242,1,1,1,1,PSA_plant_onsite,8,5,2.3,1,14,2,3,0,1,1,0,1,1,0,not_applicable,2022,9,37,neonatal_respiratory,37,0,0,0,0,835.0,9.0,0,grid_unreliable,3
282,referral_hospital,O2_0089,urban,208,1,1,1,1,PSA_plant_onsite,2,1,0.7,1,9,4,6,0,1,1,1,1,0,0,not_applicable,2021,4,40,pneumonia_child,34,6,1,3,0,553.0,15.0,1,grid_reliable,2
283,referral_hospital,O2_0019,urban,272,1,1,1,1,LOX_bulk_tank,0,0,0.4,1,11,6,1,0,1,1,0,1,1,0,not_applicable,2021,5,44,heart_failure,21,23,1,6,0,732.0,2.0,1,grid_unreliable,1
284,referral_hospital,O2_0069,urban,275,1,1,1,1,PSA_plant_onsite,0,0,3.7,1,5,9,1,1,1,1,1,1,1,0,not_applicable,2023,3,44,pneumonia_child,41,3,0,1,0,909.0,5.0,1,generator_only,7
285,referral_hospital,O2_0121,urban,314,1,1,1,1,LOX_bulk_tank,0,0,1.1,1,8,4,0,0,1,1,1,1,1,0,not_applicable,2021,1,38,sepsis,25,13,0,7,0,936.0,27.0,1,solar,3
286,referral_hospital,O2_0091,rural,299,1,1,1,1,cylinder_portable,4,3,0.8,1,11,4,2,0,1,1,1,0,0,3,PSA_plant_breakdown,2024,5,49,pneumonia_child,0,49,0,15,14,675.0,12.0,1,grid_unreliable,3
287,referral_hospital,O2_0171,peri_urban,161,1,1,1,1,PSA_plant_onsite,0,0,1.2,1,10,4,0,1,1,1,0,1,0,0,not_applicable,2023,6,46,pneumonia_adult,24,22,1,2,0,536.0,7.0,1,solar,3
288,referral_hospital,O2_0012,peri_urban,253,1,1,1,1,PSA_plant_onsite,0,0,6.5,1,16,5,10,1,1,1,1,0,0,4,power_outage,2023,11,45,heart_failure,0,45,0,16,16,648.0,10.0,1,grid_unreliable,4
289,referral_hospital,O2_0156,urban,196,1,1,1,1,cylinder_piped,0,0,4.4,1,7,4,4,0,1,1,1,1,1,0,not_applicable,2023,9,42,pneumonia_adult,29,13,0,5,0,915.0,10.0,1,grid_reliable,6
290,referral_hospital,O2_0122,rural,213,1,1,1,1,PSA_plant_onsite,0,0,1.6,1,7,5,0,1,1,1,0,1,1,4,PSA_plant_breakdown,2022,11,39,severe_malaria,33,6,1,3,0,933.0,7.0,1,grid_unreliable,6
291,referral_hospital,O2_0038,urban,267,1,1,1,1,cylinder_piped,0,0,0.7,1,8,5,0,0,1,1,1,0,0,30,PSA_plant_breakdown,2022,6,46,pneumonia_adult,0,46,0,15,13,524.0,31.0,1,generator_only,2
292,referral_hospital,O2_0101,urban,236,1,1,1,1,LOX_bulk_tank,0,0,0.5,1,11,4,1,0,1,0,0,0,0,1,demand_surge,2023,11,35,pneumonia_child,0,35,0,8,0,805.0,4.0,1,none,1
293,referral_hospital,O2_0162,rural,290,1,1,1,1,oxygen_concentrator,4,1,8.2,1,13,1,1,0,1,1,0,1,1,0,not_applicable,2022,11,27,severe_malaria,27,0,0,0,0,362.0,21.0,0,grid_unreliable,6
294,referral_hospital,O2_0179,urban,256,1,1,1,1,oxygen_concentrator,3,2,4.1,1,13,7,7,0,1,1,1,0,0,9,piping_system_leak,2021,8,38,trauma,0,38,0,16,18,811.0,36.0,1,grid_unreliable,8
295,referral_hospital,O2_0168,rural,293,1,1,1,1,cylinder_piped,0,0,11.9,1,9,5,3,0,1,1,1,1,1,0,not_applicable,2023,3,60,severe_malaria,39,21,0,8,0,822.0,10.0,1,grid_reliable,3
296,referral_hospital,O2_0015,rural,159,1,1,1,1,cylinder_piped,0,0,9.7,1,9,7,5,0,1,1,1,1,0,0,not_applicable,2023,1,39,severe_malaria,36,3,1,0,0,716.0,7.0,1,grid_reliable,2
297,referral_hospital,O2_0157,peri_urban,256,1,1,1,1,PSA_plant_onsite,0,0,6.2,1,10,9,7,1,1,1,1,1,1,0,not_applicable,2024,12,39,pneumonia_child,21,18,0,8,0,449.0,11.0,1,grid_reliable,5
298,referral_hospital,O2_0130,urban,209,1,1,1,1,LOX_bulk_tank,0,0,2.9,1,11,7,2,0,1,1,0,1,0,0,not_applicable,2023,2,28,surgical_anaesthesia,19,9,1,3,0,797.0,50.0,1,grid_unreliable,1
299,referral_hospital,O2_0068,urban,259,1,1,1,1,cylinder_portable,0,0,6.8,1,9,5,2,0,1,1,1,1,1,0,not_applicable,2024,9,44,surgical_anaesthesia,37,7,1,0,0,655.0,49.0,1,grid_unreliable,2
300,referral_hospital,O2_0173,peri_urban,251,1,1,1,1,cylinder_piped,0,0,0.3,1,10,4,3,0,1,1,1,1,0,0,not_applicable,2024,5,50,heart_failure,28,22,0,8,0,845.0,15.0,1,generator_only,2
301,referral_hospital,O2_0045,urban,268,1,1,1,1,oxygen_concentrator,6,1,2.5,1,6,6,0,0,1,1,0,0,0,4,PSA_plant_breakdown,2023,1,27,severe_malaria,0,27,0,8,4,938.0,56.0,1,grid_unreliable,6
302,referral_hospital,O2_0008,urban,282,1,1,1,1,oxygen_concentrator,5,2,0.6,1,11,4,2,0,1,1,1,1,1,0,not_applicable,2021,9,44,severe_malaria,23,21,0,6,0,886.0,15.0,1,generator_only,4
303,referral_hospital,O2_0047,urban,293,1,1,1,1,oxygen_concentrator,8,2,3.4,1,8,4,9,0,1,1,0,1,1,0,not_applicable,2022,6,46,asthma_severe,38,8,0,5,0,581.0,33.0,1,grid_reliable,0
304,referral_hospital,O2_0144,urban,283,1,1,1,1,LOX_bulk_tank,0,0,5.6,1,8,1,2,0,1,1,1,1,1,12,cylinder_delivery_delay,2024,4,52,severe_malaria,45,7,1,4,0,607.0,13.0,1,generator_only,0
305,referral_hospital,O2_0050,peri_urban,323,1,1,1,1,LOX_bulk_tank,0,0,2.1,1,10,7,16,0,1,1,1,0,0,30,piping_system_leak,2023,7,39,other_hypoxemia,0,39,0,19,8,908.0,2.0,1,solar,15
306,referral_hospital,O2_0174,rural,211,1,1,1,1,LOX_bulk_tank,0,0,2.0,1,12,8,4,0,1,1,1,1,1,0,not_applicable,2022,12,35,pneumonia_child,22,13,1,3,0,332.0,29.0,1,generator_only,2
307,referral_hospital,O2_0107,rural,197,1,1,1,1,LOX_bulk_tank,0,0,2.1,1,6,9,4,0,1,1,1,1,0,0,not_applicable,2024,3,35,pneumonia_child,31,4,1,3,0,795.0,7.0,0,grid_unreliable,3
308,referral_hospital,O2_0052,urban,201,1,1,1,1,oxygen_concentrator,9,6,1.1,1,9,4,10,0,1,1,1,1,1,0,not_applicable,2022,11,37,COPD_exacerbation,26,11,1,7,0,1118.0,18.0,1,none,0
309,referral_hospital,O2_0172,urban,329,1,1,1,1,cylinder_piped,0,0,0.5,1,7,8,3,0,1,1,0,1,1,1,demand_surge,2021,1,43,asthma_severe,36,7,0,2,0,956.0,11.0,1,grid_unreliable,0
310,referral_hospital,O2_0150,peri_urban,276,1,1,1,1,LOX_bulk_tank,0,0,5.4,1,15,4,3,0,1,1,0,1,1,7,demand_surge,2024,6,40,neonatal_respiratory,36,4,1,0,0,765.0,7.0,1,grid_reliable,0
311,referral_hospital,O2_0103,urban,255,1,1,1,1,PSA_plant_onsite,0,0,0.7,1,14,6,0,0,1,1,0,1,1,0,not_applicable,2024,9,41,COPD_exacerbation,27,14,0,5,0,841.0,0.0,1,solar,0
312,referral_hospital,O2_0064,rural,251,1,1,1,1,PSA_plant_onsite,0,0,2.3,1,11,2,0,1,1,1,1,1,1,1,power_outage,2023,5,46,severe_malaria,35,11,1,2,0,704.0,3.0,0,grid_reliable,7
313,referral_hospital,O2_0164,urban,242,1,1,1,1,PSA_plant_onsite,0,0,1.0,1,7,5,8,0,1,1,1,1,1,7,cylinder_delivery_delay,2023,10,43,COPD_exacerbation,43,0,1,0,0,800.0,2.0,1,generator_only,1
314,referral_hospital,O2_0156,urban,271,1,1,1,1,PSA_plant_onsite,0,0,5.0,1,8,4,4,0,1,1,1,1,1,0,not_applicable,2022,3,27,pneumonia_child,21,6,1,1,0,976.0,10.0,1,grid_reliable,2
315,referral_hospital,O2_0153,rural,306,1,1,1,1,LOX_bulk_tank,0,0,5.0,1,9,13,3,0,1,1,1,1,1,0,not_applicable,2022,4,31,neonatal_respiratory,25,6,1,1,0,864.0,4.0,1,solar,2
316,referral_hospital,O2_0038,peri_urban,229,1,1,1,1,cylinder_piped,0,0,5.3,1,17,2,1,0,1,1,1,1,1,4,PSA_plant_breakdown,2023,5,40,pneumonia_child,27,13,0,2,0,738.0,2.0,1,grid_unreliable,1
317,referral_hospital,O2_0168,rural,296,1,1,1,1,PSA_plant_onsite,0,0,1.5,1,14,7,0,0,1,1,1,0,0,6,power_outage,2022,7,43,COPD_exacerbation,0,43,0,15,8,808.0,1.0,1,grid_reliable,0
318,referral_hospital,O2_0152,urban,188,1,1,1,1,LOX_bulk_tank,0,0,4.4,1,13,4,7,0,1,1,1,1,1,0,not_applicable,2023,5,45,trauma,33,12,1,2,0,781.0,1.0,1,grid_unreliable,3
319,referral_hospital,O2_0186,urban,260,1,1,1,1,PSA_plant_onsite,8,5,2.1,1,3,2,3,1,1,1,0,1,1,0,not_applicable,2021,2,34,asthma_severe,26,8,1,2,0,815.0,10.0,0,generator_only,1
320,referral_hospital,O2_0153,rural,252,1,1,1,1,LOX_bulk_tank,0,0,0.4,1,5,1,2,0,1,1,0,1,1,15,PSA_plant_breakdown,2023,5,35,pneumonia_child,30,5,1,1,0,573.0,21.0,1,none,1
321,referral_hospital,O2_0089,urban,227,1,1,1,1,LOX_bulk_tank,0,0,5.1,1,8,0,9,0,1,1,1,0,0,19,PSA_plant_breakdown,2022,5,39,COVID19_severe,0,39,0,13,14,533.0,0.0,0,generator_only,0
322,referral_hospital,O2_0046,peri_urban,296,1,1,1,1,oxygen_concentrator,1,0,0.8,1,7,4,1,0,1,1,1,1,1,0,not_applicable,2022,9,43,asthma_severe,33,10,1,4,0,882.0,6.0,0,generator_only,7
323,referral_hospital,O2_0060,urban,302,1,1,1,1,PSA_plant_onsite,10,4,1.2,1,12,8,0,1,1,1,0,1,1,0,not_applicable,2022,11,39,pneumonia_child,36,3,1,0,0,554.0,4.0,1,grid_unreliable,3
324,referral_hospital,O2_0159,urban,195,1,1,1,1,LOX_bulk_tank,0,0,0.8,1,14,3,30,0,1,1,1,1,0,0,not_applicable,2022,2,43,COVID19_severe,24,19,1,7,0,788.0,30.0,1,solar,6
325,referral_hospital,O2_0076,urban,235,1,1,1,1,oxygen_concentrator,5,4,3.2,1,11,4,5,0,1,1,1,1,1,0,not_applicable,2024,9,39,COPD_exacerbation,32,7,1,3,0,789.0,8.0,1,solar,2
326,referral_hospital,O2_0165,urban,227,1,1,1,1,cylinder_piped,0,0,0.8,1,14,5,0,0,1,1,0,1,1,0,not_applicable,2024,5,38,pneumonia_adult,30,8,1,2,0,781.0,4.0,1,grid_unreliable,7
327,referral_hospital,O2_0180,urban,199,1,1,1,1,cylinder_piped,0,0,2.2,1,12,5,1,0,1,1,1,1,1,0,not_applicable,2022,1,57,trauma,48,9,0,4,0,493.0,48.0,1,grid_unreliable,9
328,referral_hospital,O2_0167,rural,240,1,1,1,1,PSA_plant_onsite,0,0,2.6,1,14,8,4,1,1,1,0,1,1,0,not_applicable,2021,5,34,COVID19_severe,29,5,1,1,0,857.0,0.0,1,grid_reliable,3
329,referral_hospital,O2_0153,urban,302,1,1,1,1,oxygen_concentrator,1,0,4.3,1,13,7,2,0,1,1,0,1,1,0,not_applicable,2023,1,43,COVID19_severe,27,16,0,9,0,1074.0,17.0,0,grid_unreliable,0
330,referral_hospital,O2_0043,urban,220,1,1,1,1,cylinder_piped,0,0,3.1,1,11,3,0,0,1,1,1,1,1,0,not_applicable,2024,3,40,severe_malaria,32,8,0,4,0,794.0,9.0,1,grid_unreliable,3
331,referral_hospital,O2_0070,urban,233,1,1,1,1,PSA_plant_onsite,0,0,1.5,1,15,9,9,1,1,1,1,1,1,0,not_applicable,2023,7,38,pneumonia_child,26,12,1,5,0,638.0,15.0,0,grid_reliable,4
332,referral_hospital,O2_0151,urban,267,1,1,1,1,PSA_plant_onsite,0,0,0.1,1,11,1,1,1,1,1,0,1,1,0,not_applicable,2022,12,36,severe_malaria,25,11,1,4,0,827.0,5.0,0,grid_reliable,4
333,referral_hospital,O2_0147,peri_urban,266,1,1,1,1,cylinder_portable,0,0,3.7,1,12,8,0,0,1,1,0,1,0,0,not_applicable,2022,10,44,COPD_exacerbation,44,0,1,0,0,737.0,19.0,1,grid_unreliable,3
334,referral_hospital,O2_0101,rural,322,1,1,1,1,PSA_plant_onsite,0,0,9.1,1,6,4,0,1,1,1,1,1,1,0,not_applicable,2022,6,53,pneumonia_child,36,17,1,6,0,799.0,46.0,1,grid_reliable,2
335,referral_hospital,O2_0010,urban,270,1,1,1,1,PSA_plant_onsite,6,4,0.1,1,9,5,0,1,1,0,0,1,1,0,not_applicable,2021,3,49,COPD_exacerbation,48,1,0,1,0,963.0,2.0,1,grid_unreliable,1
336,referral_hospital,O2_0158,peri_urban,177,1,1,1,1,cylinder_piped,0,0,1.6,1,10,6,8,0,1,1,1,1,0,1,no_oxygen_source,2023,1,38,heart_failure,29,9,1,1,0,708.0,20.0,1,grid_reliable,8
337,referral_hospital,O2_0192,urban,300,1,1,1,1,oxygen_concentrator,6,4,4.9,1,6,5,3,0,1,0,0,0,0,19,funding_for_refill,2024,5,45,pneumonia_adult,0,45,0,11,17,801.0,13.0,1,grid_reliable,8
338,referral_hospital,O2_0041,urban,210,1,1,1,1,cylinder_piped,0,0,0.2,1,9,5,0,0,1,1,1,1,1,0,not_applicable,2022,5,38,pneumonia_child,22,16,1,7,0,919.0,46.0,0,generator_only,0
339,referral_hospital,O2_0030,urban,192,1,1,1,1,LOX_bulk_tank,9,3,0.5,1,9,4,21,0,1,1,1,1,1,0,not_applicable,2024,8,33,pneumonia_child,33,0,1,0,0,963.0,7.0,1,grid_unreliable,2
340,referral_hospital,O2_0012,peri_urban,294,1,1,1,1,LOX_bulk_tank,0,0,6.9,1,8,6,0,0,1,1,1,1,1,1,PSA_plant_breakdown,2021,4,32,COVID19_severe,25,7,0,3,0,809.0,23.0,1,grid_unreliable,7
341,referral_hospital,O2_0002,urban,238,1,1,1,1,cylinder_piped,5,1,2.8,1,12,4,4,0,1,0,0,1,1,0,not_applicable,2022,4,29,sepsis,22,7,1,5,0,824.0,14.0,1,grid_unreliable,5
342,referral_hospital,O2_0055,peri_urban,235,1,1,1,1,oxygen_concentrator,3,2,0.1,1,12,5,7,0,1,1,1,1,1,10,PSA_plant_breakdown,2022,11,32,COPD_exacerbation,23,9,1,3,0,781.0,0.0,0,none,3
343,referral_hospital,O2_0121,urban,194,1,1,1,1,cylinder_piped,0,0,2.6,1,12,5,4,0,1,1,1,1,0,0,not_applicable,2023,8,38,trauma,33,5,1,3,0,1223.0,5.0,1,grid_reliable,11
344,referral_hospital,O2_0152,urban,166,1,1,1,1,LOX_bulk_tank,0,0,0.1,1,9,3,4,0,1,1,1,1,1,6,cylinder_delivery_delay,2023,7,44,COPD_exacerbation,37,7,1,4,0,940.0,13.0,1,grid_reliable,13
345,referral_hospital,O2_0199,rural,247,1,1,1,1,LOX_bulk_tank,0,0,1.0,1,10,8,3,0,1,1,1,1,1,0,not_applicable,2024,3,35,COPD_exacerbation,30,5,1,2,0,813.0,9.0,1,generator_only,8
346,referral_hospital,O2_0118,urban,251,1,1,1,1,PSA_plant_onsite,3,2,3.3,1,13,8,5,0,1,1,0,0,0,1,empty_cylinders_not_collected,2022,5,36,COVID19_severe,0,36,0,6,6,816.0,34.0,0,none,3
347,referral_hospital,O2_0012,rural,280,1,1,1,1,cylinder_portable,0,0,7.5,1,5,6,1,0,1,1,1,1,1,0,not_applicable,2024,4,44,COVID19_severe,35,9,1,3,0,682.0,9.0,1,grid_reliable,1
348,referral_hospital,O2_0173,rural,260,1,1,1,1,LOX_bulk_tank,4,2,0.8,1,12,7,7,0,1,1,1,0,0,4,cylinder_delivery_delay,2022,1,40,severe_malaria,0,40,0,18,10,774.0,8.0,1,generator_only,1
349,referral_hospital,O2_0031,rural,218,1,1,1,1,PSA_plant_onsite,0,0,5.8,1,7,4,1,1,1,1,0,1,1,1,cylinder_delivery_delay,2023,3,33,COVID19_severe,26,7,1,2,0,985.0,3.0,1,solar,20
350,referral_hospital,O2_0038,peri_urban,282,1,1,1,1,LOX_bulk_tank,0,0,9.0,1,14,3,3,0,1,1,0,1,1,0,not_applicable,2023,4,35,neonatal_respiratory,18,17,0,5,0,832.0,5.0,1,none,1
351,referral_hospital,O2_0009,rural,252,1,1,1,1,PSA_plant_onsite,0,0,3.8,1,8,5,0,1,1,1,0,1,0,0,not_applicable,2022,9,42,other_hypoxemia,34,8,1,2,0,983.0,25.0,0,grid_reliable,4
352,referral_hospital,O2_0185,peri_urban,242,1,1,1,1,LOX_bulk_tank,0,0,2.7,1,7,5,7,0,1,1,1,0,0,17,power_outage,2022,10,36,neonatal_respiratory,0,36,0,14,15,587.0,4.0,1,grid_reliable,7
353,referral_hospital,O2_0144,urban,202,1,1,1,1,LOX_bulk_tank,0,0,1.5,1,9,3,0,0,1,1,1,1,1,0,not_applicable,2022,7,37,heart_failure,24,13,1,2,0,908.0,3.0,0,grid_reliable,6
354,referral_hospital,O2_0069,peri_urban,232,1,1,1,1,PSA_plant_onsite,5,3,0.9,1,10,4,35,1,1,1,1,1,1,0,not_applicable,2023,2,44,heart_failure,34,10,0,2,0,748.0,17.0,1,grid_unreliable,7
355,referral_hospital,O2_0174,urban,223,1,1,1,1,LOX_bulk_tank,0,0,9.0,1,9,2,4,0,1,1,1,0,0,25,concentrator_malfunction,2023,8,52,pneumonia_adult,0,52,0,22,19,1060.0,14.0,0,grid_reliable,14
356,referral_hospital,O2_0162,urban,199,1,1,1,1,oxygen_concentrator,5,4,0.9,1,11,6,5,0,1,1,0,1,1,1,empty_cylinders_not_collected,2021,11,41,heart_failure,29,12,1,2,0,917.0,1.0,1,generator_only,0
357,referral_hospital,O2_0078,peri_urban,247,1,1,1,1,oxygen_concentrator,6,2,0.0,1,7,6,3,0,1,1,1,0,0,30,piping_system_leak,2022,9,44,pneumonia_child,0,44,0,13,17,560.0,50.0,1,grid_reliable,5
358,referral_hospital,O2_0069,urban,240,1,1,1,1,oxygen_concentrator,6,4,0.2,1,6,6,11,0,1,1,1,1,1,0,not_applicable,2021,3,42,other_hypoxemia,31,11,1,6,0,816.0,2.0,1,generator_only,8
359,referral_hospital,O2_0041,rural,202,1,1,1,1,PSA_plant_onsite,0,0,4.8,1,8,3,0,0,1,1,1,1,1,0,not_applicable,2022,7,30,neonatal_respiratory,30,0,0,0,0,1119.0,14.0,1,solar,4
360,referral_hospital,O2_0152,rural,243,1,1,1,1,PSA_plant_onsite,0,0,0.6,1,8,6,13,0,1,1,1,1,1,0,not_applicable,2022,9,51,sepsis,40,11,0,3,0,829.0,11.0,0,grid_reliable,0
361,referral_hospital,O2_0144,urban,253,1,1,1,1,PSA_plant_onsite,7,3,3.6,1,8,7,9,1,1,1,1,1,0,0,not_applicable,2022,12,38,trauma,28,10,1,5,0,759.0,23.0,1,grid_unreliable,0
362,referral_hospital,O2_0071,urban,243,1,1,1,1,LOX_bulk_tank,0,0,5.3,1,12,3,8,0,1,1,1,1,0,9,PSA_plant_breakdown,2023,1,39,pneumonia_adult,26,13,1,7,0,650.0,19.0,1,grid_reliable,2
363,referral_hospital,O2_0183,urban,235,1,1,1,1,oxygen_concentrator,7,7,0.4,1,12,5,1,0,1,1,1,1,1,0,not_applicable,2021,10,37,pneumonia_child,29,8,1,5,0,577.0,2.0,0,none,5
364,referral_hospital,O2_0060,peri_urban,319,1,1,1,1,cylinder_piped,0,0,3.4,1,21,4,1,0,1,1,1,1,1,0,not_applicable,2024,2,37,surgical_anaesthesia,25,12,1,5,0,722.0,4.0,1,grid_reliable,0
365,referral_hospital,O2_0141,urban,241,1,1,1,1,oxygen_concentrator,7,5,5.4,1,13,5,1,0,1,1,1,1,1,0,not_applicable,2024,11,37,asthma_severe,37,0,0,0,0,801.0,6.0,1,grid_reliable,0
366,referral_hospital,O2_0101,rural,237,1,1,1,1,cylinder_piped,0,0,1.1,1,7,7,9,0,1,1,1,1,1,0,not_applicable,2021,2,34,trauma,23,11,1,2,0,800.0,5.0,1,none,2
367,referral_hospital,O2_0140,urban,289,1,1,1,1,cylinder_piped,0,0,4.1,1,9,2,0,0,1,1,1,1,1,2,power_outage,2022,7,48,pneumonia_child,27,21,1,6,0,1034.0,39.0,1,solar,0
368,referral_hospital,O2_0136,peri_urban,257,1,1,1,1,PSA_plant_onsite,4,2,1.2,1,10,2,5,1,1,1,1,1,1,0,not_applicable,2024,3,41,surgical_anaesthesia,21,20,1,6,0,892.0,1.0,0,grid_unreliable,2
369,referral_hospital,O2_0122,peri_urban,226,1,1,1,1,oxygen_concentrator,5,0,3.3,1,10,5,0,0,1,1,1,0,0,1,PSA_plant_breakdown,2024,7,57,asthma_severe,0,57,0,16,16,768.0,10.0,1,generator_only,0
370,referral_hospital,O2_0069,peri_urban,232,1,1,1,1,cylinder_piped,0,0,0.2,1,7,6,4,0,1,0,0,1,1,0,not_applicable,2023,6,41,pneumonia_child,18,23,1,13,0,855.0,10.0,0,grid_unreliable,0
371,referral_hospital,O2_0067,urban,242,1,1,1,1,LOX_bulk_tank,0,0,1.4,1,10,8,0,0,1,1,1,1,1,5,concentrator_malfunction,2022,8,45,pneumonia_adult,37,8,0,6,0,871.0,22.0,0,grid_reliable,0
372,referral_hospital,O2_0160,urban,217,1,1,1,1,LOX_bulk_tank,0,0,5.1,1,9,3,1,0,1,1,1,1,0,0,not_applicable,2024,7,42,surgical_anaesthesia,31,11,1,5,0,993.0,7.0,1,grid_reliable,3
373,referral_hospital,O2_0081,urban,245,1,1,1,1,LOX_bulk_tank,0,0,1.3,1,7,3,6,0,1,1,1,0,0,23,PSA_plant_breakdown,2024,2,35,pneumonia_adult,0,35,0,7,11,709.0,4.0,1,grid_unreliable,4
374,referral_hospital,O2_0106,urban,239,1,1,1,1,LOX_bulk_tank,0,0,1.6,1,7,4,8,0,1,1,1,1,1,0,not_applicable,2022,10,35,asthma_severe,28,7,1,3,0,804.0,5.0,0,grid_unreliable,3
375,referral_hospital,O2_0026,rural,215,1,1,1,1,PSA_plant_onsite,0,0,4.6,1,9,6,16,1,1,1,0,1,1,0,not_applicable,2021,5,49,COPD_exacerbation,39,10,1,4,0,583.0,24.0,1,generator_only,2
376,referral_hospital,O2_0008,urban,238,1,1,1,1,oxygen_concentrator,3,3,7.4,1,12,7,0,0,1,1,1,1,0,0,not_applicable,2021,6,33,trauma,22,11,1,4,0,817.0,6.0,1,generator_only,5
377,referral_hospital,O2_0124,peri_urban,303,1,1,1,1,PSA_plant_onsite,0,0,0.7,1,13,7,1,1,1,1,1,0,0,14,PSA_plant_breakdown,2022,4,30,pneumonia_child,0,30,0,11,5,905.0,2.0,1,solar,5
378,referral_hospital,O2_0002,peri_urban,233,1,1,1,1,LOX_bulk_tank,0,0,1.5,1,21,4,1,0,1,1,1,1,1,0,not_applicable,2024,6,31,other_hypoxemia,31,0,1,0,0,748.0,2.0,1,grid_reliable,4
379,referral_hospital,O2_0190,urban,231,1,1,1,1,LOX_bulk_tank,0,0,1.1,1,12,7,1,0,1,1,0,1,1,0,not_applicable,2023,9,43,trauma,43,0,1,0,0,757.0,19.0,1,grid_unreliable,0
380,referral_hospital,O2_0193,urban,203,1,1,1,1,oxygen_concentrator,2,1,4.8,1,10,3,5,0,1,1,1,1,1,0,not_applicable,2021,6,42,neonatal_respiratory,35,7,1,1,0,926.0,5.0,1,generator_only,4
381,referral_hospital,O2_0009,urban,174,1,1,1,1,PSA_plant_onsite,5,3,0.5,1,10,3,3,0,1,1,1,1,1,0,not_applicable,2024,1,38,neonatal_respiratory,21,17,0,7,0,980.0,101.0,0,grid_reliable,1
382,referral_hospital,O2_0061,rural,181,1,1,1,1,LOX_bulk_tank,0,0,0.7,1,6,2,1,0,1,1,1,1,1,1,PSA_plant_breakdown,2022,7,34,pneumonia_adult,33,1,1,0,0,960.0,4.0,1,grid_unreliable,1
383,referral_hospital,O2_0004,urban,296,1,1,1,1,cylinder_piped,5,3,1.5,1,11,8,17,0,1,1,1,1,1,0,not_applicable,2024,10,40,sepsis,31,9,1,3,0,810.0,38.0,1,solar,3
384,referral_hospital,O2_0137,urban,282,1,1,1,1,oxygen_concentrator,6,5,1.3,1,10,6,3,0,1,0,0,1,1,0,not_applicable,2024,6,37,trauma,28,9,1,3,0,718.0,11.0,1,generator_only,7
385,referral_hospital,O2_0152,urban,259,1,1,1,1,oxygen_concentrator,6,3,1.5,1,11,4,0,0,1,1,1,0,0,1,no_oxygen_source,2023,7,43,other_hypoxemia,0,43,0,15,16,828.0,26.0,0,solar,0
386,referral_hospital,O2_0007,urban,236,1,1,1,1,LOX_bulk_tank,0,0,3.4,1,9,6,5,0,1,1,0,1,1,0,not_applicable,2022,11,37,severe_malaria,31,6,1,2,0,1194.0,4.0,1,grid_unreliable,9
387,referral_hospital,O2_0037,urban,202,1,1,1,1,cylinder_piped,7,4,5.8,1,8,7,2,0,1,0,0,0,0,24,power_outage,2022,2,45,neonatal_respiratory,0,45,0,15,10,514.0,72.0,1,grid_unreliable,1
388,referral_hospital,O2_0019,urban,213,1,1,1,1,LOX_bulk_tank,0,0,5.4,1,11,9,0,0,1,1,1,0,0,23,power_outage,2023,12,45,asthma_severe,0,45,0,14,24,830.0,7.0,1,generator_only,3
389,referral_hospital,O2_0003,peri_urban,197,1,1,1,1,PSA_plant_onsite,0,0,2.7,1,7,8,4,1,1,1,0,1,1,0,not_applicable,2022,1,47,sepsis,26,21,0,8,0,773.0,49.0,1,none,2
390,referral_hospital,O2_0095,rural,243,1,1,1,1,oxygen_concentrator,0,0,2.1,1,9,4,2,0,1,1,1,1,1,0,not_applicable,2024,1,42,COPD_exacerbation,38,4,0,2,0,773.0,18.0,1,grid_reliable,1
391,referral_hospital,O2_0153,urban,266,1,1,1,1,LOX_bulk_tank,0,0,5.3,1,10,8,6,0,1,1,1,1,0,0,not_applicable,2024,9,46,other_hypoxemia,31,15,1,2,0,893.0,13.0,0,generator_only,0
392,referral_hospital,O2_0037,urban,249,1,1,1,1,PSA_plant_onsite,4,1,3.4,1,12,6,2,0,1,1,1,1,1,0,not_applicable,2022,1,40,COVID19_severe,35,5,0,2,0,832.0,8.0,1,grid_reliable,14
393,referral_hospital,O2_0103,urban,281,1,1,1,1,cylinder_piped,0,0,2.8,1,8,6,4,0,1,1,0,1,1,0,not_applicable,2023,7,36,COVID19_severe,30,6,0,2,0,551.0,25.0,1,solar,13
394,referral_hospital,O2_0047,peri_urban,357,1,1,1,1,LOX_bulk_tank,0,0,7.7,1,10,9,12,0,1,1,1,1,1,0,not_applicable,2024,11,54,severe_malaria,54,0,1,0,0,671.0,10.0,1,generator_only,15
395,referral_hospital,O2_0154,rural,245,1,1,1,1,oxygen_concentrator,6,1,6.2,1,11,6,7,0,1,1,0,0,0,8,PSA_plant_breakdown,2022,10,52,COVID19_severe,0,52,0,23,14,934.0,3.0,0,grid_reliable,0
396,referral_hospital,O2_0047,urban,232,1,1,1,1,LOX_bulk_tank,0,0,1.0,1,14,2,5,0,1,0,0,0,0,6,regulator_valve_failure,2021,10,37,neonatal_respiratory,0,37,0,17,16,755.0,6.0,1,grid_unreliable,2
397,referral_hospital,O2_0130,peri_urban,243,1,1,1,1,PSA_plant_onsite,6,3,3.7,1,7,3,3,1,1,1,1,1,1,8,empty_cylinders_not_collected,2024,8,47,COVID19_severe,39,8,0,4,0,622.0,7.0,1,grid_unreliable,1
398,referral_hospital,O2_0199,urban,285,1,1,1,1,PSA_plant_onsite,0,0,7.6,1,10,4,2,0,1,0,0,1,0,5,cylinder_delivery_delay,2023,8,55,severe_malaria,42,13,0,4,0,773.0,25.0,1,grid_reliable,0
399,referral_hospital,O2_0139,rural,208,1,1,1,1,cylinder_portable,9,3,1.2,1,19,3,0,0,1,1,1,0,0,1,concentrator_malfunction,2023,3,36,neonatal_respiratory,0,36,0,11,10,815.0,69.0,0,solar,0
400,referral_hospital,O2_0019,peri_urban,223,1,1,1,1,cylinder_piped,0,0,1.1,1,18,4,5,0,1,1,0,0,0,30,supplier_stockout,2023,10,37,pneumonia_child,0,37,0,10,4,828.0,9.0,0,grid_unreliable,7
401,referral_hospital,O2_0161,peri_urban,192,1,1,1,1,PSA_plant_onsite,0,0,1.5,1,9,3,3,0,1,1,1,1,1,0,not_applicable,2021,6,36,surgical_anaesthesia,32,4,0,1,0,807.0,17.0,1,grid_reliable,0
402,referral_hospital,O2_0002,peri_urban,235,1,1,1,1,oxygen_concentrator,8,2,0.5,1,6,5,0,0,1,1,1,1,1,0,not_applicable,2021,2,33,neonatal_respiratory,32,1,1,0,0,634.0,3.0,0,grid_reliable,2
403,referral_hospital,O2_0081,urban,265,1,1,1,1,LOX_bulk_tank,0,0,2.1,1,12,5,2,0,1,0,0,1,1,1,concentrator_malfunction,2024,9,39,pneumonia_child,27,12,0,5,0,1029.0,8.0,1,grid_unreliable,1
404,referral_hospital,O2_0079,urban,280,1,1,1,1,cylinder_piped,0,0,6.8,1,15,6,2,0,1,0,0,1,1,0,not_applicable,2021,10,42,other_hypoxemia,36,6,1,2,0,748.0,16.0,1,grid_reliable,1
405,referral_hospital,O2_0066,urban,268,1,1,1,1,PSA_plant_onsite,0,0,11.1,1,14,2,25,1,1,0,0,1,1,0,not_applicable,2024,8,49,COVID19_severe,39,10,1,2,0,873.0,7.0,1,grid_unreliable,9
406,referral_hospital,O2_0109,peri_urban,263,1,1,1,1,cylinder_piped,8,6,3.0,1,7,3,0,0,1,1,0,1,1,0,not_applicable,2024,8,36,neonatal_respiratory,29,7,1,4,0,1030.0,8.0,0,grid_reliable,3
407,referral_hospital,O2_0126,urban,260,1,1,1,1,oxygen_concentrator,10,9,3.7,1,8,3,1,0,1,1,1,0,0,30,regulator_valve_failure,2022,3,45,surgical_anaesthesia,0,45,0,15,25,899.0,9.0,1,grid_reliable,8
408,referral_hospital,O2_0188,peri_urban,202,1,1,1,1,cylinder_piped,0,0,5.2,1,11,7,6,0,1,1,1,1,0,0,not_applicable,2022,9,35,COVID19_severe,29,6,1,0,0,1043.0,2.0,1,grid_reliable,1
409,referral_hospital,O2_0020,urban,284,1,1,1,1,LOX_bulk_tank,0,0,0.3,1,11,8,6,0,1,1,0,0,0,1,demand_surge,2022,6,46,pneumonia_adult,0,46,0,19,6,847.0,6.0,1,grid_reliable,0
410,referral_hospital,O2_0160,urban,265,1,1,1,1,oxygen_concentrator,5,3,3.3,1,14,5,1,0,1,1,1,1,1,0,not_applicable,2022,4,45,neonatal_respiratory,30,15,1,5,0,749.0,20.0,0,generator_only,1
411,referral_hospital,O2_0076,rural,255,1,1,1,1,PSA_plant_onsite,0,0,2.1,1,13,3,3,0,1,1,1,1,1,0,not_applicable,2022,6,36,heart_failure,27,9,1,5,0,902.0,4.0,1,solar,0
412,referral_hospital,O2_0168,peri_urban,193,1,1,1,1,cylinder_piped,11,5,8.0,1,11,4,5,0,1,1,1,1,0,0,not_applicable,2024,7,39,sepsis,32,7,1,0,0,641.0,6.0,0,grid_unreliable,1
413,referral_hospital,O2_0161,urban,307,1,1,1,1,cylinder_piped,0,0,2.1,1,14,5,0,0,1,1,1,1,1,1,concentrator_malfunction,2022,11,32,surgical_anaesthesia,30,2,1,1,0,565.0,19.0,1,grid_reliable,3
414,referral_hospital,O2_0124,peri_urban,289,1,1,1,1,PSA_plant_onsite,2,1,3.9,1,14,6,8,1,1,1,0,1,1,0,not_applicable,2024,3,37,trauma,33,4,0,0,0,655.0,1.0,1,generator_only,4
415,referral_hospital,O2_0047,urban,281,1,1,1,1,oxygen_concentrator,4,2,1.0,1,9,6,7,0,1,1,1,1,1,0,not_applicable,2023,2,38,pneumonia_adult,36,2,1,2,0,711.0,11.0,1,generator_only,1
416,referral_hospital,O2_0001,rural,264,1,1,1,1,PSA_plant_onsite,0,0,5.2,1,13,6,7,0,1,1,1,1,1,0,not_applicable,2023,7,44,neonatal_respiratory,33,11,0,5,0,658.0,12.0,1,grid_reliable,4
417,referral_hospital,O2_0173,peri_urban,242,1,1,1,1,oxygen_concentrator,7,2,1.3,1,15,5,1,0,1,0,0,1,1,0,not_applicable,2024,5,40,neonatal_respiratory,30,10,1,3,0,837.0,8.0,1,generator_only,5
418,referral_hospital,O2_0192,urban,323,1,1,1,1,PSA_plant_onsite,0,0,1.1,1,12,6,2,1,1,0,0,1,1,0,not_applicable,2023,11,47,COVID19_severe,40,7,0,1,0,730.0,21.0,0,generator_only,3
419,referral_hospital,O2_0188,peri_urban,325,1,1,1,1,cylinder_piped,0,0,1.3,1,14,7,0,0,1,1,1,0,0,4,empty_cylinders_not_collected,2023,7,42,surgical_anaesthesia,0,42,0,16,5,431.0,5.0,1,generator_only,1
420,referral_hospital,O2_0069,urban,239,1,1,1,1,PSA_plant_onsite,0,0,1.2,1,11,9,0,1,1,1,1,1,1,0,not_applicable,2022,10,50,COVID19_severe,36,14,0,5,0,734.0,7.0,1,grid_reliable,8
421,referral_hospital,O2_0115,peri_urban,278,1,1,1,1,PSA_plant_onsite,5,2,0.3,1,7,4,1,1,1,0,0,0,0,5,piping_system_leak,2021,6,34,trauma,0,34,0,11,16,791.0,8.0,1,grid_reliable,13
422,referral_hospital,O2_0036,urban,221,1,1,1,1,PSA_plant_onsite,0,0,0.5,1,12,5,0,0,1,1,1,1,1,0,not_applicable,2024,5,39,trauma,23,16,1,3,0,691.0,11.0,1,grid_unreliable,2
423,referral_hospital,O2_0173,urban,244,1,1,1,1,oxygen_concentrator,4,2,5.0,1,14,7,5,0,1,1,1,1,1,0,not_applicable,2023,12,41,neonatal_respiratory,34,7,0,3,0,784.0,7.0,1,grid_reliable,5
424,referral_hospital,O2_0123,peri_urban,225,1,1,1,1,LOX_bulk_tank,0,0,1.2,1,13,5,0,0,1,1,0,1,1,8,piping_system_leak,2023,9,35,pneumonia_child,20,15,1,2,0,643.0,4.0,1,grid_reliable,21
425,referral_hospital,O2_0195,rural,212,1,1,1,1,cylinder_piped,0,0,2.4,1,13,5,3,0,1,1,0,1,1,0,not_applicable,2024,8,33,pneumonia_adult,17,16,0,3,0,898.0,17.0,1,grid_reliable,8
426,referral_hospital,O2_0104,rural,242,1,1,1,1,LOX_bulk_tank,0,0,5.7,1,9,4,2,0,1,1,1,1,1,0,not_applicable,2022,5,36,severe_malaria,27,9,0,4,0,793.0,19.0,1,grid_reliable,1
427,referral_hospital,O2_0113,rural,197,1,1,1,1,PSA_plant_onsite,0,0,3.7,1,6,5,11,0,1,1,1,1,1,0,not_applicable,2023,3,36,COVID19_severe,25,11,0,5,0,788.0,4.0,1,grid_reliable,0
428,referral_hospital,O2_0023,urban,210,1,1,1,1,LOX_bulk_tank,0,0,3.0,1,17,6,11,0,1,1,1,1,1,0,not_applicable,2022,11,48,pneumonia_adult,39,9,0,2,0,877.0,3.0,1,grid_reliable,0
429,referral_hospital,O2_0119,peri_urban,258,1,1,1,1,PSA_plant_onsite,6,4,1.5,1,13,1,1,1,1,1,1,1,0,0,not_applicable,2021,9,46,heart_failure,43,3,0,0,0,815.0,4.0,1,none,1
430,referral_hospital,O2_0170,rural,292,1,1,1,1,LOX_bulk_tank,0,0,3.5,1,10,5,0,0,1,0,0,1,1,0,not_applicable,2023,4,43,surgical_anaesthesia,38,5,0,0,0,813.0,1.0,1,grid_reliable,2
431,referral_hospital,O2_0110,peri_urban,247,1,1,1,1,LOX_bulk_tank,0,0,0.4,1,8,3,11,0,1,1,1,1,0,0,not_applicable,2021,5,49,neonatal_respiratory,42,7,1,2,0,557.0,8.0,1,none,1
432,referral_hospital,O2_0005,urban,266,1,1,1,1,cylinder_piped,0,0,0.6,1,8,5,13,0,1,1,0,1,1,0,not_applicable,2021,12,42,COPD_exacerbation,35,7,1,2,0,892.0,15.0,1,solar,6
433,referral_hospital,O2_0099,urban,263,1,1,1,1,oxygen_concentrator,6,5,2.2,1,12,8,9,0,1,1,0,1,0,0,not_applicable,2024,2,44,neonatal_respiratory,34,10,1,6,0,834.0,20.0,1,grid_reliable,13
434,referral_hospital,O2_0044,peri_urban,304,1,1,1,1,PSA_plant_onsite,0,0,3.5,1,11,4,6,1,1,1,1,1,1,0,not_applicable,2023,1,36,heart_failure,30,6,1,2,0,1059.0,8.0,1,grid_unreliable,1
435,referral_hospital,O2_0130,urban,262,1,1,1,1,oxygen_concentrator,6,3,3.5,1,9,7,3,0,1,1,1,1,1,0,not_applicable,2022,5,32,surgical_anaesthesia,32,0,1,0,0,624.0,27.0,0,grid_reliable,0
436,referral_hospital,O2_0067,urban,266,1,1,1,1,oxygen_concentrator,9,8,1.5,1,4,4,5,0,1,1,1,1,1,0,not_applicable,2021,8,36,neonatal_respiratory,28,8,0,1,0,856.0,5.0,1,solar,2
437,referral_hospital,O2_0181,urban,194,1,1,1,1,PSA_plant_onsite,0,0,8.1,1,8,5,1,1,1,1,1,1,1,0,not_applicable,2023,12,43,pneumonia_child,25,18,0,10,0,930.0,7.0,1,solar,6
438,referral_hospital,O2_0051,urban,227,1,1,1,1,cylinder_piped,0,0,3.5,1,18,5,0,0,1,1,1,1,1,8,power_outage,2023,7,39,neonatal_respiratory,39,0,1,0,0,741.0,11.0,0,grid_reliable,2
439,referral_hospital,O2_0111,urban,247,1,1,1,1,cylinder_piped,0,0,5.9,1,18,4,9,0,1,1,1,1,1,0,not_applicable,2022,5,40,other_hypoxemia,38,2,1,1,0,630.0,26.0,0,grid_reliable,2
440,referral_hospital,O2_0163,urban,210,1,1,1,1,PSA_plant_onsite,0,0,2.6,1,11,5,1,0,1,1,1,0,0,1,demand_surge,2023,9,38,surgical_anaesthesia,0,38,0,15,14,769.0,2.0,1,grid_unreliable,2
441,referral_hospital,O2_0191,peri_urban,222,1,1,1,1,cylinder_piped,0,0,14.9,1,11,8,20,0,1,1,1,1,0,0,not_applicable,2022,11,35,COPD_exacerbation,35,0,0,0,0,833.0,2.0,1,none,2
442,referral_hospital,O2_0053,urban,211,1,1,1,1,oxygen_concentrator,2,1,1.5,1,5,7,5,0,1,1,1,1,0,14,PSA_plant_breakdown,2022,11,42,heart_failure,31,11,0,2,0,979.0,6.0,1,grid_reliable,7
443,referral_hospital,O2_0151,rural,219,1,1,1,1,PSA_plant_onsite,0,0,2.3,1,9,5,8,1,1,1,0,1,1,5,empty_cylinders_not_collected,2024,11,47,neonatal_respiratory,31,16,1,6,0,558.0,23.0,1,grid_reliable,4
444,referral_hospital,O2_0035,peri_urban,261,1,1,1,1,LOX_bulk_tank,0,0,2.2,1,12,1,1,0,1,1,0,1,1,0,not_applicable,2022,7,39,surgical_anaesthesia,28,11,1,2,0,797.0,11.0,1,none,3
445,referral_hospital,O2_0057,peri_urban,307,1,1,1,1,PSA_plant_onsite,0,0,0.6,1,12,5,11,1,1,1,0,1,1,3,power_outage,2021,10,39,other_hypoxemia,28,11,1,4,0,995.0,21.0,1,generator_only,9
446,referral_hospital,O2_0139,urban,222,1,1,1,1,PSA_plant_onsite,8,5,1.7,1,7,11,5,0,1,1,1,1,1,0,not_applicable,2023,8,34,trauma,27,7,1,2,0,845.0,8.0,1,grid_unreliable,13
447,referral_hospital,O2_0112,urban,281,1,1,1,1,cylinder_piped,0,0,1.3,1,9,5,7,0,1,1,1,1,1,0,not_applicable,2022,9,43,pneumonia_child,42,1,1,0,0,663.0,91.0,1,solar,4
448,referral_hospital,O2_0187,urban,253,1,1,1,1,oxygen_concentrator,4,2,0.3,1,9,7,0,0,1,1,0,0,0,3,power_outage,2024,7,51,COPD_exacerbation,0,51,0,15,2,736.0,16.0,1,none,0
449,referral_hospital,O2_0168,peri_urban,285,1,1,1,1,cylinder_piped,0,0,5.1,1,9,6,0,0,1,0,0,1,1,2,cylinder_delivery_delay,2022,3,35,pneumonia_adult,34,1,1,0,0,912.0,53.0,1,solar,17
450,referral_hospital,O2_0153,urban,194,1,1,1,1,oxygen_concentrator,2,0,2.0,1,13,6,3,0,1,0,0,1,1,1,PSA_plant_breakdown,2023,12,33,pneumonia_child,17,16,0,5,0,646.0,4.0,1,grid_reliable,1
451,referral_hospital,O2_0093,peri_urban,266,1,1,1,1,oxygen_concentrator,5,1,2.6,1,7,7,1,0,1,1,1,1,0,0,not_applicable,2022,3,50,asthma_severe,50,0,1,0,0,1070.0,3.0,1,grid_unreliable,4
452,referral_hospital,O2_0195,urban,253,1,1,1,1,cylinder_piped,3,2,5.0,1,10,3,8,0,1,1,1,0,0,17,cylinder_delivery_delay,2024,12,36,pneumonia_adult,0,36,0,15,20,479.0,9.0,1,grid_reliable,0
453,referral_hospital,O2_0036,rural,217,1,1,1,1,PSA_plant_onsite,0,0,4.2,1,8,4,7,1,1,1,1,1,1,0,not_applicable,2022,2,57,COPD_exacerbation,54,3,1,1,0,904.0,50.0,1,grid_unreliable,6
454,referral_hospital,O2_0184,rural,283,1,1,1,1,cylinder_piped,0,0,2.4,1,12,6,9,0,1,1,1,1,1,0,not_applicable,2023,12,52,surgical_anaesthesia,50,2,1,2,0,799.0,1.0,1,grid_unreliable,0
455,referral_hospital,O2_0021,peri_urban,234,1,1,1,1,LOX_bulk_tank,0,0,0.2,1,10,7,3,0,1,0,0,1,1,4,power_outage,2023,1,36,severe_malaria,28,8,1,3,0,897.0,1.0,1,grid_reliable,4
456,referral_hospital,O2_0061,urban,320,1,1,1,1,PSA_plant_onsite,0,0,2.3,1,7,7,4,0,1,1,1,0,0,2,demand_surge,2023,12,40,neonatal_respiratory,0,40,0,13,12,935.0,9.0,1,grid_unreliable,8
457,referral_hospital,O2_0099,peri_urban,190,1,1,1,1,oxygen_concentrator,7,5,0.5,1,6,7,2,0,1,1,1,0,0,10,demand_surge,2022,7,43,pneumonia_child,0,43,0,11,11,841.0,28.0,1,grid_unreliable,1
458,referral_hospital,O2_0170,peri_urban,260,1,1,1,1,cylinder_piped,0,0,0.4,1,15,5,2,0,1,1,0,1,0,0,not_applicable,2024,9,47,surgical_anaesthesia,43,4,0,2,0,921.0,10.0,0,solar,7
459,referral_hospital,O2_0102,urban,249,1,1,1,1,LOX_bulk_tank,5,2,1.5,1,14,5,1,0,1,1,1,1,1,0,not_applicable,2021,12,42,COVID19_severe,18,24,1,11,0,758.0,25.0,1,grid_unreliable,3
460,referral_hospital,O2_0187,urban,191,1,1,1,1,PSA_plant_onsite,0,0,0.1,1,8,6,9,0,1,1,1,1,1,0,not_applicable,2022,3,42,other_hypoxemia,24,18,1,5,0,863.0,7.0,1,generator_only,7
461,referral_hospital,O2_0102,urban,201,1,1,1,1,oxygen_concentrator,3,2,1.5,1,12,3,14,0,1,1,0,0,0,1,demand_surge,2024,1,40,heart_failure,0,40,0,12,14,813.0,14.0,1,grid_reliable,4
462,referral_hospital,O2_0095,urban,301,1,1,1,1,PSA_plant_onsite,4,1,0.5,1,8,11,7,1,1,1,1,1,1,1,PSA_plant_breakdown,2023,9,46,COPD_exacerbation,44,2,1,1,0,723.0,16.0,1,generator_only,3
463,referral_hospital,O2_0162,rural,263,1,1,1,1,cylinder_piped,0,0,3.0,1,5,4,14,0,1,1,1,1,1,0,not_applicable,2023,11,40,other_hypoxemia,32,8,1,2,0,826.0,9.0,1,grid_reliable,3
464,referral_hospital,O2_0193,urban,209,1,1,1,1,LOX_bulk_tank,0,0,1.4,1,8,6,1,0,1,1,0,0,0,10,cylinder_delivery_delay,2021,5,43,COPD_exacerbation,0,43,0,14,21,861.0,10.0,1,grid_unreliable,5
465,referral_hospital,O2_0120,urban,266,1,1,1,1,LOX_bulk_tank,0,0,4.2,1,9,6,5,0,1,1,1,1,1,0,not_applicable,2022,7,53,other_hypoxemia,32,21,0,9,0,759.0,54.0,1,grid_reliable,2
466,referral_hospital,O2_0188,rural,260,1,1,1,1,oxygen_concentrator,6,3,1.3,1,13,3,9,0,1,1,1,0,0,25,regulator_valve_failure,2021,2,40,heart_failure,0,40,0,13,14,677.0,28.0,0,grid_reliable,1
467,referral_hospital,O2_0133,peri_urban,186,1,1,1,1,PSA_plant_onsite,0,0,1.2,1,11,7,9,1,1,1,0,1,0,0,not_applicable,2021,7,43,sepsis,29,14,0,5,0,967.0,7.0,0,grid_reliable,24
468,referral_hospital,O2_0099,urban,232,1,1,1,1,PSA_plant_onsite,0,0,5.7,1,11,6,1,0,1,1,1,1,1,0,not_applicable,2022,8,35,pneumonia_adult,25,10,0,4,0,920.0,15.0,1,grid_reliable,1
469,referral_hospital,O2_0157,urban,208,1,1,1,1,cylinder_piped,0,0,0.2,1,10,5,8,0,1,1,1,1,1,0,not_applicable,2023,10,34,severe_malaria,27,7,1,2,0,663.0,13.0,1,generator_only,0
470,referral_hospital,O2_0183,urban,211,1,1,1,1,PSA_plant_onsite,0,0,2.0,1,9,1,6,1,1,1,1,0,0,3,demand_surge,2023,4,38,surgical_anaesthesia,0,38,0,15,6,841.0,1.0,1,grid_reliable,2
471,referral_hospital,O2_0108,rural,300,1,1,1,1,oxygen_concentrator,4,2,0.3,1,8,7,1,0,1,0,0,0,0,30,supplier_stockout,2022,9,34,asthma_severe,0,34,0,15,18,855.0,9.0,1,grid_reliable,4
472,referral_hospital,O2_0056,urban,233,1,1,1,1,oxygen_concentrator,6,3,6.5,1,6,6,4,0,1,1,1,1,1,0,not_applicable,2023,10,36,heart_failure,30,6,1,4,0,796.0,5.0,1,grid_unreliable,1
473,referral_hospital,O2_0034,rural,243,1,1,1,1,PSA_plant_onsite,0,0,3.3,1,11,3,7,1,1,1,1,1,1,0,not_applicable,2021,3,31,sepsis,23,8,1,4,0,877.0,38.0,1,grid_reliable,16
474,referral_hospital,O2_0033,urban,260,1,1,1,1,oxygen_concentrator,3,1,11.1,1,14,2,10,0,1,1,1,1,0,0,not_applicable,2023,12,32,COVID19_severe,25,7,1,2,0,1042.0,0.0,1,none,1
475,referral_hospital,O2_0103,urban,236,1,1,1,1,LOX_bulk_tank,8,8,2.4,1,10,3,3,0,1,1,1,1,0,0,not_applicable,2022,1,43,other_hypoxemia,25,18,1,9,0,794.0,14.0,1,grid_unreliable,10
476,referral_hospital,O2_0126,peri_urban,239,1,1,1,1,cylinder_piped,0,0,0.3,1,8,7,3,0,1,1,0,1,1,0,not_applicable,2023,1,33,pneumonia_adult,10,23,1,5,0,893.0,7.0,1,grid_reliable,3
477,referral_hospital,O2_0143,rural,308,1,1,1,1,oxygen_concentrator,10,4,3.7,1,5,5,4,0,1,1,1,1,0,5,concentrator_malfunction,2024,2,29,COVID19_severe,27,2,0,0,0,812.0,27.0,1,grid_reliable,1
478,referral_hospital,O2_0123,rural,214,1,1,1,1,PSA_plant_onsite,0,0,1.0,1,14,5,9,0,1,1,0,1,0,0,not_applicable,2023,2,36,pneumonia_child,36,0,0,0,0,749.0,1.0,1,generator_only,1
479,referral_hospital,O2_0080,urban,214,1,1,1,1,cylinder_piped,7,4,1.0,1,11,4,1,0,1,1,1,0,0,17,funding_for_refill,2023,5,40,neonatal_respiratory,0,40,0,15,6,551.0,5.0,1,generator_only,5
480,referral_hospital,O2_0021,urban,268,1,1,1,1,oxygen_concentrator,1,0,1.9,1,6,3,0,0,1,0,0,0,0,1,supplier_stockout,2022,1,41,neonatal_respiratory,0,41,0,15,12,719.0,40.0,1,solar,0
481,referral_hospital,O2_0066,urban,231,1,1,1,1,LOX_bulk_tank,0,0,2.1,1,10,7,14,0,1,1,0,1,1,0,not_applicable,2024,5,35,trauma,27,8,1,1,0,802.0,11.0,1,generator_only,0
482,referral_hospital,O2_0066,rural,249,1,1,1,1,oxygen_concentrator,4,2,1.1,1,11,1,2,0,1,1,1,1,1,0,not_applicable,2023,10,40,asthma_severe,37,3,1,0,0,694.0,40.0,1,solar,0
483,referral_hospital,O2_0185,urban,311,1,1,1,1,LOX_bulk_tank,0,0,4.3,1,9,9,5,0,1,1,1,0,0,12,concentrator_malfunction,2023,8,50,trauma,0,50,0,20,30,991.0,18.0,1,grid_reliable,3
484,referral_hospital,O2_0013,urban,184,1,1,1,1,cylinder_piped,0,0,0.8,1,17,4,0,0,1,1,1,1,1,1,piping_system_leak,2023,8,36,pneumonia_adult,34,2,1,0,0,575.0,20.0,1,grid_reliable,33
485,referral_hospital,O2_0195,urban,306,1,1,1,1,oxygen_concentrator,5,4,0.2,1,17,6,8,0,1,0,0,1,1,0,not_applicable,2021,1,37,pneumonia_adult,27,10,1,4,0,1176.0,15.0,1,generator_only,2
486,referral_hospital,O2_0195,peri_urban,273,1,1,1,1,PSA_plant_onsite,4,2,2.2,1,12,5,1,1,1,1,0,1,1,0,not_applicable,2023,7,43,surgical_anaesthesia,42,1,0,0,0,986.0,3.0,1,grid_reliable,6
487,referral_hospital,O2_0100,urban,266,1,1,1,1,LOX_bulk_tank,0,0,2.8,1,9,7,0,0,1,1,0,1,1,0,not_applicable,2024,1,54,neonatal_respiratory,38,16,1,4,0,694.0,19.0,1,grid_reliable,1
488,referral_hospital,O2_0090,urban,243,1,1,1,1,PSA_plant_onsite,2,1,0.4,1,11,3,1,1,1,1,1,1,1,0,not_applicable,2024,2,38,other_hypoxemia,32,6,1,1,0,412.0,23.0,1,grid_unreliable,1
489,referral_hospital,O2_0113,urban,151,1,1,1,1,oxygen_concentrator,4,2,6.7,1,7,2,4,0,1,1,0,1,1,0,not_applicable,2022,9,42,heart_failure,35,7,1,4,0,920.0,2.0,1,generator_only,9
490,referral_hospital,O2_0020,peri_urban,261,1,1,1,1,cylinder_piped,0,0,5.6,1,10,5,8,0,1,0,0,1,0,0,not_applicable,2024,12,33,COVID19_severe,22,11,1,5,0,864.0,14.0,1,generator_only,1
491,referral_hospital,O2_0090,peri_urban,241,1,1,1,1,LOX_bulk_tank,4,3,0.5,1,10,6,7,0,1,1,1,1,0,0,not_applicable,2023,9,49,COPD_exacerbation,41,8,1,4,0,865.0,0.0,1,none,3
492,referral_hospital,O2_0155,rural,306,1,1,1,1,cylinder_piped,0,0,3.0,1,7,9,0,0,1,1,1,1,1,0,not_applicable,2024,6,36,heart_failure,15,21,0,13,0,1078.0,4.0,1,generator_only,1
493,referral_hospital,O2_0070,rural,376,1,1,1,1,LOX_bulk_tank,0,0,0.4,1,12,8,20,0,1,1,1,1,1,0,not_applicable,2022,12,40,COPD_exacerbation,31,9,1,3,0,707.0,3.0,1,solar,1
494,referral_hospital,O2_0107,urban,276,1,1,1,1,LOX_bulk_tank,0,0,0.7,1,4,5,8,0,1,1,0,1,0,1,PSA_plant_breakdown,2023,8,40,neonatal_respiratory,36,4,0,2,0,843.0,7.0,1,grid_reliable,4
495,referral_hospital,O2_0024,peri_urban,194,1,1,1,1,cylinder_piped,0,0,0.6,1,14,5,4,0,1,1,1,0,0,4,concentrator_malfunction,2023,3,38,pneumonia_child,0,38,0,13,10,809.0,22.0,1,grid_unreliable,3
496,referral_hospital,O2_0112,urban,235,1,1,1,1,cylinder_piped,0,0,5.6,1,9,2,3,0,1,1,1,1,1,0,not_applicable,2024,9,43,surgical_anaesthesia,35,8,0,0,0,829.0,20.0,1,grid_reliable,1
497,referral_hospital,O2_0012,peri_urban,242,1,1,1,1,cylinder_piped,0,0,1.1,1,5,3,1,0,1,1,1,1,1,0,not_applicable,2024,9,44,neonatal_respiratory,35,9,1,6,0,662.0,2.0,0,solar,4
498,referral_hospital,O2_0036,urban,299,1,1,1,1,LOX_bulk_tank,0,0,2.8,1,13,10,4,0,1,1,1,1,0,0,not_applicable,2023,10,57,neonatal_respiratory,50,7,1,3,0,769.0,6.0,1,none,1
499,referral_hospital,O2_0159,urban,236,1,1,1,1,LOX_bulk_tank,0,0,5.4,1,6,5,10,0,1,1,1,0,0,5,funding_for_refill,2024,6,45,COVID19_severe,0,45,0,20,11,724.0,2.0,1,solar,0
500,referral_hospital,O2_0057,urban,215,1,1,1,1,oxygen_concentrator,9,5,6.4,1,11,2,8,0,1,1,1,1,1,1,empty_cylinders_not_collected,2023,4,48,pneumonia_child,31,17,0,5,0,489.0,22.0,0,grid_unreliable,0
501,referral_hospital,O2_0123,peri_urban,341,1,1,1,1,LOX_bulk_tank,5,3,2.1,1,7,8,17,0,1,1,1,1,1,0,not_applicable,2023,2,41,asthma_severe,38,3,1,1,0,952.0,2.0,0,grid_reliable,0
502,referral_hospital,O2_0006,urban,287,1,1,1,1,cylinder_piped,0,0,10.4,1,9,7,1,0,1,1,0,1,1,0,not_applicable,2024,3,49,other_hypoxemia,34,15,0,3,0,990.0,17.0,1,grid_reliable,12
503,referral_hospital,O2_0052,urban,241,1,1,1,1,LOX_bulk_tank,6,4,1.2,1,11,8,2,0,1,1,1,1,1,0,not_applicable,2023,8,34,COVID19_severe,30,4,1,3,0,859.0,40.0,1,grid_reliable,0
504,referral_hospital,O2_0137,urban,264,1,1,1,1,cylinder_portable,0,0,3.8,1,11,8,1,0,1,1,1,1,1,0,not_applicable,2024,12,46,other_hypoxemia,38,8,1,0,0,1047.0,8.0,1,generator_only,2
505,referral_hospital,O2_0070,rural,268,1,1,1,1,LOX_bulk_tank,4,3,6.6,1,6,5,0,0,1,1,1,1,1,0,not_applicable,2021,10,47,neonatal_respiratory,41,6,1,2,0,636.0,16.0,1,grid_reliable,0
506,referral_hospital,O2_0113,urban,180,1,1,1,1,cylinder_piped,0,0,7.0,1,6,6,0,0,1,1,1,1,1,0,not_applicable,2024,10,45,heart_failure,37,8,1,2,0,853.0,13.0,1,grid_unreliable,2
507,referral_hospital,O2_0128,peri_urban,229,1,1,1,1,oxygen_concentrator,5,2,1.3,1,10,8,9,0,1,1,1,1,0,6,PSA_plant_breakdown,2022,3,37,pneumonia_adult,30,7,1,2,0,642.0,6.0,1,grid_unreliable,2
508,referral_hospital,O2_0070,urban,270,1,1,1,1,LOX_bulk_tank,0,0,3.7,1,16,4,1,0,1,1,0,1,1,0,not_applicable,2023,10,35,neonatal_respiratory,35,0,1,0,0,910.0,5.0,1,none,1
509,referral_hospital,O2_0174,rural,227,1,1,1,1,cylinder_piped,0,0,1.7,1,11,3,9,0,1,1,0,1,1,0,not_applicable,2023,1,46,neonatal_respiratory,28,18,1,7,0,726.0,12.0,1,generator_only,1
510,referral_hospital,O2_0034,urban,225,1,1,1,1,oxygen_concentrator,2,1,1.8,1,5,4,11,0,1,0,0,1,1,0,not_applicable,2023,4,39,COVID19_severe,26,13,1,7,0,855.0,5.0,1,grid_reliable,2
511,referral_hospital,O2_0082,urban,218,1,1,1,1,LOX_bulk_tank,0,0,6.5,1,5,7,3,0,1,1,1,1,1,0,not_applicable,2022,8,39,severe_malaria,33,6,1,5,0,834.0,1.0,1,grid_reliable,3
512,referral_hospital,O2_0073,urban,264,1,1,1,1,PSA_plant_onsite,0,0,1.8,1,12,10,11,1,1,1,0,1,1,0,not_applicable,2024,10,27,pneumonia_child,24,3,1,0,0,851.0,5.0,1,solar,5
513,referral_hospital,O2_0193,urban,228,1,1,1,1,LOX_bulk_tank,0,0,2.1,1,8,5,1,0,1,1,0,1,1,0,not_applicable,2024,9,41,pneumonia_child,32,9,1,3,0,1021.0,26.0,1,solar,4
514,referral_hospital,O2_0167,urban,262,1,1,1,1,cylinder_piped,6,5,2.8,1,12,9,2,0,1,1,0,0,0,10,concentrator_malfunction,2022,7,30,pneumonia_child,0,30,0,11,8,822.0,15.0,1,grid_reliable,0
515,referral_hospital,O2_0109,urban,231,1,1,1,1,LOX_bulk_tank,0,0,0.9,1,7,7,10,0,1,1,1,1,1,0,not_applicable,2024,11,42,neonatal_respiratory,33,9,1,4,0,1046.0,0.0,1,grid_unreliable,7
516,referral_hospital,O2_0176,rural,216,1,1,1,1,cylinder_piped,0,0,1.0,1,12,5,5,0,1,1,0,1,1,1,cylinder_delivery_delay,2021,4,37,COPD_exacerbation,16,21,1,4,0,852.0,4.0,1,grid_reliable,9
517,referral_hospital,O2_0093,urban,246,1,1,1,1,LOX_bulk_tank,10,3,1.8,1,13,3,5,0,1,1,1,1,0,0,not_applicable,2024,4,44,asthma_severe,31,13,0,6,0,926.0,9.0,1,generator_only,2
518,referral_hospital,O2_0024,urban,180,1,1,1,1,cylinder_piped,8,3,3.8,1,11,7,8,0,1,1,1,1,0,3,PSA_plant_breakdown,2024,8,43,COVID19_severe,36,7,1,1,0,595.0,3.0,1,grid_reliable,2
519,referral_hospital,O2_0043,urban,280,1,1,1,1,cylinder_piped,0,0,1.3,1,9,5,2,0,1,1,0,1,1,0,not_applicable,2021,9,41,asthma_severe,32,9,1,2,0,882.0,45.0,1,generator_only,9
520,referral_hospital,O2_0058,peri_urban,262,1,1,1,1,PSA_plant_onsite,0,0,4.8,1,15,3,2,0,1,1,1,1,1,0,not_applicable,2024,2,39,COPD_exacerbation,39,0,1,0,0,621.0,26.0,1,solar,0
521,referral_hospital,O2_0184,peri_urban,284,1,1,1,1,LOX_bulk_tank,0,0,1.1,1,10,6,14,0,1,1,1,1,1,0,not_applicable,2023,2,32,pneumonia_child,29,3,1,2,0,900.0,1.0,1,grid_reliable,11
522,referral_hospital,O2_0124,rural,284,1,1,1,1,LOX_bulk_tank,0,0,0.8,1,9,2,5,0,1,1,0,1,0,0,not_applicable,2024,1,30,sepsis,14,16,1,6,0,690.0,12.0,1,generator_only,3
523,referral_hospital,O2_0186,urban,293,1,1,1,1,LOX_bulk_tank,0,0,2.8,1,13,3,1,0,1,1,1,1,1,3,concentrator_malfunction,2024,3,30,COPD_exacerbation,22,8,1,4,0,503.0,21.0,0,grid_reliable,8
524,referral_hospital,O2_0054,urban,284,1,1,1,1,cylinder_piped,0,0,1.8,1,6,2,0,0,1,1,1,1,1,1,power_outage,2023,9,37,neonatal_respiratory,22,15,1,6,0,512.0,5.0,1,generator_only,0
525,referral_hospital,O2_0133,peri_urban,146,1,1,1,1,cylinder_piped,0,0,4.2,1,11,5,0,0,1,1,1,1,1,0,not_applicable,2024,8,45,neonatal_respiratory,42,3,1,1,0,863.0,1.0,0,grid_reliable,1
526,referral_hospital,O2_0071,rural,180,1,1,1,1,cylinder_piped,0,0,2.8,1,11,7,0,0,1,1,1,0,0,21,PSA_plant_breakdown,2023,3,38,pneumonia_child,0,38,0,15,7,659.0,0.0,1,grid_reliable,0
527,referral_hospital,O2_0010,peri_urban,219,1,1,1,1,LOX_bulk_tank,0,0,8.4,1,10,3,0,0,1,1,1,1,0,2,concentrator_malfunction,2023,2,17,trauma,17,0,1,0,0,648.0,19.0,1,grid_unreliable,8
528,referral_hospital,O2_0066,rural,230,1,1,1,1,cylinder_piped,0,0,1.2,1,11,3,11,0,1,1,0,1,1,0,not_applicable,2021,8,43,severe_malaria,29,14,1,5,0,899.0,2.0,1,solar,1
529,referral_hospital,O2_0074,urban,207,1,1,1,1,LOX_bulk_tank,1,0,5.9,1,11,5,6,0,1,1,0,1,1,0,not_applicable,2023,8,38,severe_malaria,28,10,1,4,0,1008.0,6.0,1,grid_reliable,3
530,referral_hospital,O2_0004,urban,296,1,1,1,1,LOX_bulk_tank,0,0,3.2,1,10,4,0,0,1,1,1,1,1,0,not_applicable,2024,10,37,COVID19_severe,32,5,1,3,0,936.0,4.0,1,grid_reliable,9
531,referral_hospital,O2_0108,urban,272,1,1,1,1,LOX_bulk_tank,4,2,5.1,1,14,4,0,0,1,1,1,1,1,0,not_applicable,2022,6,32,pneumonia_child,26,6,1,3,0,846.0,10.0,1,grid_unreliable,1
532,referral_hospital,O2_0138,rural,297,1,1,1,1,PSA_plant_onsite,0,0,2.9,1,16,7,7,1,1,1,0,0,0,26,demand_surge,2021,10,40,surgical_anaesthesia,0,40,0,12,18,859.0,16.0,1,grid_unreliable,6
533,referral_hospital,O2_0042,urban,225,1,1,1,1,cylinder_piped,0,0,1.1,1,6,5,2,0,1,0,0,1,1,0,not_applicable,2024,9,40,trauma,36,4,1,0,0,1024.0,27.0,1,generator_only,5
534,referral_hospital,O2_0112,peri_urban,241,1,1,1,1,cylinder_piped,10,4,1.4,1,7,4,10,0,1,1,1,1,1,0,not_applicable,2024,4,55,heart_failure,37,18,1,7,0,1130.0,55.0,1,generator_only,3
535,referral_hospital,O2_0057,urban,230,1,1,1,1,oxygen_concentrator,4,3,0.0,1,8,6,3,0,1,0,0,1,1,1,cylinder_delivery_delay,2024,2,34,pneumonia_child,28,6,1,2,0,748.0,4.0,1,generator_only,3
536,referral_hospital,O2_0005,rural,227,1,1,1,1,LOX_bulk_tank,0,0,0.2,1,11,3,0,0,1,0,0,1,0,0,not_applicable,2024,3,34,severe_malaria,33,1,1,1,0,714.0,22.0,1,grid_reliable,2
537,referral_hospital,O2_0175,peri_urban,207,1,1,1,1,PSA_plant_onsite,0,0,7.6,1,11,9,3,0,1,1,0,1,0,0,not_applicable,2022,2,41,other_hypoxemia,41,0,1,0,0,620.0,46.0,1,solar,4
538,referral_hospital,O2_0165,peri_urban,219,1,1,1,1,cylinder_piped,0,0,5.3,1,10,5,5,0,1,1,0,1,1,0,not_applicable,2022,8,36,COPD_exacerbation,33,3,1,1,0,842.0,4.0,0,grid_unreliable,5
539,referral_hospital,O2_0013,peri_urban,266,1,1,1,1,LOX_bulk_tank,0,0,4.1,1,6,5,9,0,1,1,1,1,0,0,not_applicable,2024,12,50,COVID19_severe,37,13,0,5,0,787.0,17.0,1,solar,5
540,referral_hospital,O2_0054,rural,259,1,1,1,1,oxygen_concentrator,3,1,2.3,1,10,6,13,0,1,1,1,0,0,26,piping_system_leak,2024,1,36,trauma,0,36,0,12,16,1035.0,38.0,1,none,2
541,referral_hospital,O2_0019,urban,262,1,1,1,1,LOX_bulk_tank,6,3,4.5,1,14,6,3,0,1,1,1,0,0,1,supplier_stockout,2024,4,28,other_hypoxemia,0,28,0,14,9,682.0,12.0,1,grid_unreliable,8
542,referral_hospital,O2_0172,urban,195,1,1,1,1,PSA_plant_onsite,0,0,0.0,1,9,5,3,0,1,1,1,1,1,0,not_applicable,2024,5,36,severe_malaria,26,10,1,4,0,690.0,3.0,0,grid_unreliable,4
543,referral_hospital,O2_0142,urban,312,1,1,1,1,PSA_plant_onsite,0,0,1.1,1,7,3,1,0,1,1,1,1,1,0,not_applicable,2022,7,48,asthma_severe,19,29,1,11,0,865.0,9.0,1,grid_unreliable,2
544,referral_hospital,O2_0121,urban,189,1,1,1,1,PSA_plant_onsite,0,0,0.4,1,9,6,7,1,1,1,0,0,0,3,cylinder_delivery_delay,2023,4,34,pneumonia_adult,0,34,0,14,17,891.0,3.0,1,solar,2
545,referral_hospital,O2_0045,peri_urban,255,1,1,1,1,oxygen_concentrator,2,1,5.4,1,16,9,5,0,1,1,1,1,1,2,supplier_stockout,2022,3,39,COPD_exacerbation,28,11,1,6,0,791.0,26.0,1,grid_reliable,5
546,referral_hospital,O2_0074,urban,253,1,1,1,1,LOX_bulk_tank,0,0,0.4,1,8,1,1,0,1,0,0,1,1,5,power_outage,2023,2,36,asthma_severe,22,14,1,4,0,1010.0,13.0,1,grid_reliable,1
547,referral_hospital,O2_0057,rural,306,1,1,1,1,LOX_bulk_tank,0,0,2.4,1,12,3,0,0,1,1,1,1,0,0,not_applicable,2024,8,37,severe_malaria,36,1,1,0,0,573.0,4.0,0,grid_reliable,7
548,referral_hospital,O2_0149,urban,247,1,1,1,1,PSA_plant_onsite,0,0,0.1,1,11,7,2,0,1,1,1,1,1,0,not_applicable,2022,10,36,pneumonia_child,31,5,1,3,0,698.0,3.0,1,grid_reliable,6
549,referral_hospital,O2_0071,peri_urban,275,1,1,1,1,oxygen_concentrator,6,3,0.1,1,10,1,2,0,1,1,1,1,0,0,not_applicable,2022,7,35,neonatal_respiratory,29,6,0,3,0,1025.0,4.0,1,solar,0
550,referral_hospital,O2_0020,urban,305,1,1,1,1,PSA_plant_onsite,0,0,0.8,1,10,4,3,1,1,1,1,0,0,9,cylinder_delivery_delay,2024,11,34,neonatal_respiratory,0,34,0,14,2,899.0,2.0,1,generator_only,1
551,referral_hospital,O2_0035,rural,284,1,1,1,1,LOX_bulk_tank,0,0,3.3,1,16,7,14,0,1,0,0,1,0,0,not_applicable,2024,7,44,asthma_severe,34,10,0,2,0,996.0,34.0,1,solar,2
552,referral_hospital,O2_0061,urban,249,1,1,1,1,cylinder_portable,0,0,3.0,1,14,6,7,0,1,0,0,1,1,0,not_applicable,2021,1,36,COVID19_severe,33,3,1,1,0,871.0,7.0,1,grid_unreliable,12
553,referral_hospital,O2_0192,urban,329,1,1,1,1,cylinder_piped,0,0,5.0,1,4,7,16,0,1,1,1,1,1,0,not_applicable,2022,10,47,sepsis,40,7,0,1,0,598.0,43.0,1,grid_reliable,1
554,referral_hospital,O2_0081,peri_urban,247,1,1,1,1,cylinder_portable,0,0,7.1,1,5,5,1,0,1,1,1,1,1,5,supplier_stockout,2024,8,41,other_hypoxemia,17,24,0,5,0,613.0,0.0,0,grid_unreliable,1
555,referral_hospital,O2_0007,rural,297,1,1,1,1,oxygen_concentrator,1,0,1.0,1,6,5,8,0,1,1,1,1,1,0,not_applicable,2023,12,39,pneumonia_child,26,13,1,6,0,735.0,6.0,1,grid_unreliable,0
556,referral_hospital,O2_0180,rural,268,1,1,1,1,PSA_plant_onsite,0,0,2.1,1,11,5,0,1,1,1,1,1,1,0,not_applicable,2024,9,35,asthma_severe,22,13,1,3,0,686.0,6.0,1,grid_unreliable,3
557,referral_hospital,O2_0084,peri_urban,189,1,1,1,1,LOX_bulk_tank,0,0,0.6,1,8,3,0,0,1,1,1,1,1,0,not_applicable,2023,4,47,trauma,43,4,0,3,0,858.0,31.0,1,grid_reliable,0
558,referral_hospital,O2_0175,urban,276,1,1,1,1,oxygen_concentrator,2,1,0.5,1,11,4,10,0,1,1,0,1,1,0,not_applicable,2024,1,45,pneumonia_child,32,13,1,6,0,752.0,2.0,1,grid_reliable,14
559,referral_hospital,O2_0054,rural,277,1,1,1,1,oxygen_concentrator,3,1,2.7,1,8,3,14,0,1,1,0,1,0,0,not_applicable,2024,4,54,COVID19_severe,45,9,1,3,0,834.0,25.0,1,generator_only,0
560,referral_hospital,O2_0046,urban,295,1,1,1,1,LOX_bulk_tank,0,0,0.0,1,11,4,2,0,1,1,1,0,0,20,demand_surge,2024,1,31,neonatal_respiratory,0,31,0,14,3,886.0,6.0,1,grid_unreliable,7
561,referral_hospital,O2_0086,urban,269,1,1,1,1,LOX_bulk_tank,0,0,3.8,1,12,7,30,0,1,0,0,1,0,7,funding_for_refill,2023,1,37,heart_failure,18,19,1,8,0,756.0,0.0,1,generator_only,4
562,referral_hospital,O2_0034,rural,300,1,1,1,1,oxygen_concentrator,7,4,1.7,1,16,9,7,0,1,1,1,1,1,0,not_applicable,2024,2,48,trauma,33,15,1,6,0,1005.0,4.0,1,grid_unreliable,0
563,referral_hospital,O2_0123,urban,304,1,1,1,1,LOX_bulk_tank,1,0,2.5,1,13,6,0,0,1,1,0,1,1,0,not_applicable,2021,6,37,pneumonia_child,25,12,1,4,0,666.0,1.0,1,grid_reliable,2
564,referral_hospital,O2_0153,peri_urban,279,1,1,1,1,cylinder_piped,0,0,1.5,1,4,6,2,0,1,0,0,1,1,0,not_applicable,2022,10,50,pneumonia_child,38,12,1,4,0,639.0,7.0,0,grid_unreliable,1
565,referral_hospital,O2_0043,urban,185,1,1,1,1,cylinder_piped,0,0,5.5,1,13,5,2,0,1,1,1,1,1,0,not_applicable,2021,2,38,asthma_severe,38,0,0,0,0,846.0,11.0,0,grid_reliable,0
566,referral_hospital,O2_0075,urban,179,1,1,1,1,PSA_plant_onsite,3,1,0.0,1,7,2,4,1,1,1,1,1,1,0,not_applicable,2022,11,49,COVID19_severe,46,3,1,2,0,824.0,17.0,1,solar,1
567,referral_hospital,O2_0172,urban,229,1,1,1,1,cylinder_piped,3,2,1.0,1,10,2,0,0,1,0,0,1,1,0,not_applicable,2022,5,39,pneumonia_adult,37,2,0,2,0,914.0,20.0,1,grid_unreliable,2
568,referral_hospital,O2_0106,rural,262,1,1,1,1,cylinder_piped,0,0,2.3,1,14,6,3,0,1,1,1,1,1,0,not_applicable,2022,3,34,neonatal_respiratory,28,6,1,0,0,632.0,1.0,1,solar,7
569,referral_hospital,O2_0023,rural,261,1,1,1,1,oxygen_concentrator,5,4,0.2,1,13,6,1,0,1,1,0,0,0,1,power_outage,2023,10,33,neonatal_respiratory,0,33,0,16,9,710.0,58.0,1,grid_reliable,1
570,referral_hospital,O2_0151,urban,280,1,1,1,1,cylinder_portable,0,0,7.9,1,6,3,9,0,1,1,0,1,1,0,not_applicable,2024,12,33,pneumonia_adult,19,14,0,7,0,790.0,3.0,0,grid_unreliable,3
571,referral_hospital,O2_0043,urban,294,1,1,1,1,LOX_bulk_tank,0,0,1.6,1,10,4,7,0,1,1,1,1,0,10,power_outage,2023,5,33,pneumonia_child,33,0,1,0,0,969.0,36.0,1,grid_unreliable,5
572,referral_hospital,O2_0106,urban,200,1,1,1,1,oxygen_concentrator,6,4,1.4,1,12,3,0,0,1,1,1,1,1,1,concentrator_malfunction,2022,10,39,sepsis,39,0,0,0,0,715.0,15.0,0,grid_reliable,1
573,referral_hospital,O2_0181,peri_urban,275,1,1,1,1,LOX_bulk_tank,6,6,4.9,1,14,5,0,0,1,0,0,1,0,0,not_applicable,2023,6,37,neonatal_respiratory,23,14,1,3,0,708.0,42.0,1,none,1
574,referral_hospital,O2_0063,peri_urban,179,1,1,1,1,cylinder_piped,0,0,7.8,1,9,5,3,0,1,1,1,1,1,0,not_applicable,2024,7,36,heart_failure,27,9,0,0,0,850.0,7.0,0,grid_unreliable,15
575,referral_hospital,O2_0180,peri_urban,233,1,1,1,1,PSA_plant_onsite,0,0,5.4,1,8,7,7,0,1,1,0,0,0,24,empty_cylinders_not_collected,2023,4,47,pneumonia_child,0,47,0,22,11,980.0,27.0,1,grid_unreliable,5
576,referral_hospital,O2_0092,urban,258,1,1,1,1,cylinder_portable,3,1,2.5,1,9,9,3,0,1,1,1,0,0,1,PSA_plant_breakdown,2021,1,34,surgical_anaesthesia,0,34,0,12,2,773.0,5.0,1,grid_reliable,2
577,referral_hospital,O2_0056,urban,268,1,1,1,1,PSA_plant_onsite,0,0,1.1,1,15,4,0,1,1,1,0,1,0,0,not_applicable,2024,7,37,heart_failure,31,6,0,2,0,623.0,20.0,1,grid_reliable,4
578,referral_hospital,O2_0118,peri_urban,271,1,1,1,1,cylinder_piped,0,0,0.2,1,9,3,8,0,1,1,0,1,0,1,funding_for_refill,2024,5,33,severe_malaria,22,11,1,6,0,819.0,5.0,1,grid_unreliable,7
579,referral_hospital,O2_0169,peri_urban,182,1,1,1,1,LOX_bulk_tank,0,0,1.1,1,5,7,0,0,1,1,1,1,1,0,not_applicable,2023,4,33,neonatal_respiratory,24,9,1,4,0,706.0,20.0,1,grid_reliable,0
580,referral_hospital,O2_0125,urban,271,1,1,1,1,PSA_plant_onsite,3,1,4.1,1,7,6,2,1,1,1,1,1,1,0,not_applicable,2022,1,37,severe_malaria,37,0,1,0,0,1009.0,3.0,1,grid_unreliable,4
581,referral_hospital,O2_0173,urban,246,1,1,1,1,LOX_bulk_tank,4,1,0.4,1,10,3,2,0,1,1,1,1,1,0,not_applicable,2023,8,50,COVID19_severe,27,23,1,10,0,812.0,33.0,0,grid_unreliable,14
582,referral_hospital,O2_0196,rural,290,1,1,1,1,LOX_bulk_tank,0,0,2.0,1,14,3,3,0,1,0,0,0,0,1,PSA_plant_breakdown,2024,3,30,neonatal_respiratory,0,30,0,14,10,732.0,10.0,1,generator_only,3
583,referral_hospital,O2_0016,urban,266,1,1,1,1,PSA_plant_onsite,0,0,0.8,1,10,9,0,0,1,1,1,1,1,0,not_applicable,2024,8,32,neonatal_respiratory,26,6,0,3,0,852.0,14.0,1,generator_only,5
584,referral_hospital,O2_0095,peri_urban,289,1,1,1,1,LOX_bulk_tank,0,0,2.7,1,13,8,8,0,1,0,0,1,1,0,not_applicable,2023,10,45,trauma,22,23,0,10,0,688.0,16.0,1,grid_reliable,4
585,referral_hospital,O2_0032,urban,213,1,1,1,1,LOX_bulk_tank,0,0,4.8,1,13,4,5,0,1,1,1,1,0,0,not_applicable,2024,10,39,COVID19_severe,22,17,1,2,0,767.0,5.0,1,solar,0
586,referral_hospital,O2_0016,rural,206,1,1,1,1,PSA_plant_onsite,0,0,1.3,1,13,7,9,1,1,0,0,0,0,10,demand_surge,2023,11,39,heart_failure,0,39,0,10,7,1009.0,8.0,1,grid_reliable,10
587,referral_hospital,O2_0079,urban,219,1,1,1,1,PSA_plant_onsite,0,0,0.6,1,11,4,0,1,1,1,1,0,0,30,demand_surge,2023,6,39,trauma,0,39,0,13,7,463.0,13.0,1,grid_reliable,15
588,referral_hospital,O2_0121,rural,292,1,1,1,1,cylinder_piped,0,0,1.5,1,13,3,0,0,1,0,0,0,0,2,power_outage,2022,2,34,COPD_exacerbation,0,34,0,8,8,925.0,3.0,1,generator_only,1
589,referral_hospital,O2_0138,rural,263,1,1,1,1,cylinder_piped,3,2,7.7,1,5,9,1,0,1,1,0,1,1,1,demand_surge,2023,6,52,pneumonia_adult,38,14,1,2,0,714.0,6.0,1,grid_reliable,7
590,referral_hospital,O2_0091,urban,237,1,1,1,1,cylinder_piped,0,0,0.5,1,8,5,3,0,1,1,1,1,1,0,not_applicable,2023,9,37,COPD_exacerbation,32,5,1,2,0,916.0,7.0,1,generator_only,41
591,referral_hospital,O2_0170,peri_urban,299,1,1,1,1,LOX_bulk_tank,0,0,4.3,1,10,3,0,0,1,1,1,1,1,0,not_applicable,2024,4,36,sepsis,23,13,1,4,0,677.0,1.0,1,grid_unreliable,9
592,referral_hospital,O2_0138,urban,295,1,1,1,1,PSA_plant_onsite,0,0,0.4,1,12,4,0,0,1,1,1,1,1,0,not_applicable,2021,7,38,other_hypoxemia,21,17,1,8,0,736.0,33.0,1,solar,11
593,referral_hospital,O2_0141,urban,338,1,1,1,1,oxygen_concentrator,7,3,1.1,1,11,8,9,0,1,1,1,0,0,4,supplier_stockout,2023,11,47,severe_malaria,0,47,0,21,19,567.0,2.0,1,grid_unreliable,5
594,referral_hospital,O2_0035,urban,245,1,1,1,1,oxygen_concentrator,2,1,3.0,1,11,8,6,0,1,1,0,1,1,0,not_applicable,2024,1,42,pneumonia_adult,27,15,0,6,0,726.0,3.0,1,generator_only,2
595,referral_hospital,O2_0094,urban,283,1,1,1,1,PSA_plant_onsite,0,0,5.5,1,11,2,1,0,1,1,1,0,0,16,demand_surge,2023,2,49,heart_failure,0,49,0,20,9,922.0,43.0,1,grid_reliable,7
596,referral_hospital,O2_0145,peri_urban,205,1,1,1,1,cylinder_piped,0,0,0.3,1,5,4,2,0,1,1,1,1,1,0,not_applicable,2024,4,33,surgical_anaesthesia,27,6,1,1,0,1132.0,11.0,0,generator_only,7
597,referral_hospital,O2_0050,peri_urban,299,1,1,1,1,PSA_plant_onsite,0,0,1.7,1,16,5,8,0,1,1,1,1,1,3,demand_surge,2022,12,35,severe_malaria,31,4,1,0,0,699.0,3.0,1,solar,10
598,referral_hospital,O2_0020,urban,177,1,1,1,1,LOX_bulk_tank,0,0,0.4,1,8,5,2,0,1,0,0,0,0,4,supplier_stockout,2022,3,41,surgical_anaesthesia,0,41,0,17,16,774.0,19.0,0,grid_unreliable,12
599,referral_hospital,O2_0178,peri_urban,206,1,1,1,1,cylinder_piped,0,0,8.7,1,11,4,0,0,1,1,1,1,1,1,piping_system_leak,2023,10,38,pneumonia_child,27,11,0,2,0,719.0,39.0,1,grid_reliable,6
600,referral_hospital,O2_0168,urban,270,1,1,1,1,PSA_plant_onsite,0,0,7.2,1,11,8,2,0,1,1,1,1,0,0,not_applicable,2023,8,29,COVID19_severe,18,11,0,4,0,699.0,15.0,1,grid_unreliable,5
601,referral_hospital,O2_0032,peri_urban,240,1,1,1,1,oxygen_concentrator,9,2,0.1,1,7,3,6,0,1,1,1,1,1,4,piping_system_leak,2023,5,38,COVID19_severe,22,16,1,3,0,839.0,23.0,1,grid_reliable,0
602,referral_hospital,O2_0178,rural,259,1,1,1,1,cylinder_piped,0,0,9.1,1,9,6,1,0,1,1,1,1,1,0,not_applicable,2023,9,47,other_hypoxemia,33,14,1,3,0,863.0,25.0,1,grid_reliable,9
603,referral_hospital,O2_0031,urban,165,1,1,1,1,PSA_plant_onsite,0,0,2.6,1,13,4,3,1,1,0,0,1,1,0,not_applicable,2023,5,32,trauma,29,3,1,2,0,427.0,4.0,1,grid_unreliable,2
604,referral_hospital,O2_0020,urban,246,1,1,1,1,PSA_plant_onsite,0,0,5.4,1,14,8,0,1,1,0,0,1,1,0,not_applicable,2022,10,55,COPD_exacerbation,37,18,0,9,0,1014.0,42.0,1,grid_reliable,1
605,referral_hospital,O2_0150,rural,222,1,1,1,1,oxygen_concentrator,0,0,7.1,1,10,5,0,0,1,0,0,0,0,6,power_outage,2024,1,37,pneumonia_adult,0,37,0,9,14,858.0,3.0,1,none,1
606,referral_hospital,O2_0078,urban,235,1,1,1,1,PSA_plant_onsite,0,0,0.4,1,12,7,2,0,1,1,1,1,0,0,not_applicable,2022,12,47,pneumonia_child,27,20,1,8,0,776.0,18.0,1,generator_only,0
607,referral_hospital,O2_0070,urban,206,1,1,1,1,cylinder_piped,7,4,2.7,1,6,2,0,0,1,1,1,1,0,0,not_applicable,2022,6,39,COVID19_severe,38,1,1,1,0,1059.0,25.0,1,grid_unreliable,9
608,referral_hospital,O2_0046,urban,251,1,1,1,1,PSA_plant_onsite,0,0,9.5,1,12,5,1,1,1,1,1,1,0,0,not_applicable,2022,10,40,sepsis,19,21,0,5,0,768.0,3.0,1,generator_only,3
609,referral_hospital,O2_0073,urban,331,1,1,1,1,cylinder_piped,0,0,0.6,1,10,3,21,0,1,1,1,0,0,21,demand_surge,2021,9,33,sepsis,0,33,0,9,18,742.0,12.0,1,grid_reliable,3
610,referral_hospital,O2_0006,urban,255,1,1,1,1,PSA_plant_onsite,5,2,14.7,1,10,5,6,1,1,1,0,1,1,11,empty_cylinders_not_collected,2023,8,38,pneumonia_adult,26,12,0,4,0,569.0,12.0,1,grid_reliable,9
611,referral_hospital,O2_0166,urban,271,1,1,1,1,oxygen_concentrator,5,3,4.4,1,7,4,1,0,1,1,0,1,1,1,PSA_plant_breakdown,2023,3,38,trauma,25,13,1,1,0,789.0,11.0,1,grid_reliable,1
612,referral_hospital,O2_0018,urban,288,1,1,1,1,LOX_bulk_tank,0,0,3.0,1,10,3,11,0,1,1,1,0,0,6,supplier_stockout,2023,9,40,pneumonia_adult,0,40,0,12,13,1038.0,1.0,1,grid_unreliable,0
613,referral_hospital,O2_0076,rural,286,1,1,1,1,oxygen_concentrator,6,5,2.5,1,9,7,3,0,1,1,1,1,1,0,not_applicable,2024,1,36,pneumonia_adult,24,12,1,7,0,683.0,14.0,1,grid_reliable,0
614,referral_hospital,O2_0125,urban,326,1,1,1,1,LOX_bulk_tank,0,0,6.3,1,6,7,10,0,1,1,1,0,0,13,concentrator_malfunction,2023,5,37,pneumonia_adult,0,37,0,15,12,681.0,16.0,1,generator_only,3
615,referral_hospital,O2_0108,rural,285,1,1,1,1,PSA_plant_onsite,0,0,0.5,1,16,3,2,0,1,1,0,1,1,0,not_applicable,2022,4,39,trauma,35,4,1,3,0,1097.0,3.0,1,grid_reliable,0
616,referral_hospital,O2_0054,peri_urban,269,1,1,1,1,cylinder_piped,0,0,0.8,1,6,4,2,0,1,0,0,0,0,5,supplier_stockout,2022,4,46,COVID19_severe,0,46,0,18,22,903.0,25.0,0,grid_reliable,0
617,referral_hospital,O2_0054,urban,333,1,1,1,1,oxygen_concentrator,4,2,1.1,1,9,3,0,0,1,1,1,1,1,0,not_applicable,2023,1,44,sepsis,43,1,1,0,0,647.0,16.0,1,grid_reliable,0
618,referral_hospital,O2_0130,urban,264,1,1,1,1,oxygen_concentrator,5,3,0.8,1,13,3,22,0,1,1,0,1,1,0,not_applicable,2022,1,35,neonatal_respiratory,28,7,1,0,0,893.0,16.0,1,generator_only,0
619,referral_hospital,O2_0072,peri_urban,260,1,1,1,1,cylinder_piped,0,0,1.3,1,8,3,6,0,1,1,1,1,1,1,piping_system_leak,2023,12,41,heart_failure,26,15,1,7,0,571.0,13.0,1,grid_reliable,5
620,referral_hospital,O2_0188,peri_urban,238,1,1,1,1,oxygen_concentrator,5,4,1.5,1,6,7,5,0,1,1,1,1,1,5,PSA_plant_breakdown,2024,12,34,neonatal_respiratory,13,21,0,10,0,741.0,7.0,1,grid_reliable,2
621,referral_hospital,O2_0066,peri_urban,229,1,1,1,1,PSA_plant_onsite,0,0,5.8,1,11,8,10,1,1,1,1,1,0,0,not_applicable,2024,6,43,heart_failure,27,16,1,6,0,931.0,26.0,1,grid_reliable,0
622,referral_hospital,O2_0152,urban,263,1,1,1,1,PSA_plant_onsite,0,0,1.2,1,15,6,9,1,1,1,1,1,0,0,not_applicable,2024,6,44,COPD_exacerbation,40,4,1,3,0,653.0,7.0,1,grid_reliable,2
623,referral_hospital,O2_0192,urban,220,1,1,1,1,LOX_bulk_tank,0,0,3.7,1,7,5,4,0,1,1,0,1,1,0,not_applicable,2022,8,44,severe_malaria,34,10,1,4,0,734.0,18.0,1,generator_only,0
624,referral_hospital,O2_0049,urban,179,1,1,1,1,LOX_bulk_tank,0,0,3.1,1,14,3,0,0,1,1,1,1,1,0,not_applicable,2024,9,42,COPD_exacerbation,41,1,0,1,0,868.0,5.0,1,grid_reliable,0
625,referral_hospital,O2_0172,urban,245,1,1,1,1,oxygen_concentrator,5,2,1.4,1,8,3,7,0,1,1,0,1,1,0,not_applicable,2024,5,32,trauma,28,4,1,1,0,945.0,3.0,1,grid_reliable,3
626,referral_hospital,O2_0197,peri_urban,312,1,1,1,1,LOX_bulk_tank,0,0,7.5,1,9,5,15,0,1,1,1,1,1,0,not_applicable,2024,6,39,severe_malaria,22,17,1,4,0,934.0,17.0,1,generator_only,6
627,referral_hospital,O2_0037,peri_urban,256,1,1,1,1,LOX_bulk_tank,0,0,0.9,1,13,5,23,0,1,1,0,1,1,0,not_applicable,2021,10,34,surgical_anaesthesia,27,7,1,4,0,736.0,6.0,1,generator_only,4
628,referral_hospital,O2_0104,peri_urban,175,1,1,1,1,LOX_bulk_tank,0,0,2.4,1,8,6,4,0,1,1,0,1,0,0,not_applicable,2023,4,39,severe_malaria,28,11,1,3,0,665.0,22.0,1,grid_reliable,1
629,referral_hospital,O2_0114,peri_urban,318,1,1,1,1,LOX_bulk_tank,0,0,0.0,1,13,5,4,0,1,1,1,1,1,2,concentrator_malfunction,2022,5,41,surgical_anaesthesia,32,9,1,4,0,795.0,7.0,1,solar,1
630,referral_hospital,O2_0127,peri_urban,206,1,1,1,1,LOX_bulk_tank,0,0,7.3,1,12,1,3,0,1,1,1,1,1,0,not_applicable,2021,3,38,COPD_exacerbation,36,2,1,1,0,750.0,8.0,1,grid_reliable,2
631,referral_hospital,O2_0077,urban,207,1,1,1,1,cylinder_piped,0,0,3.0,1,17,5,9,0,1,1,1,0,0,30,cylinder_delivery_delay,2022,6,40,surgical_anaesthesia,0,40,0,14,5,776.0,0.0,0,grid_unreliable,4
632,referral_hospital,O2_0194,peri_urban,205,1,1,1,1,LOX_bulk_tank,5,4,4.2,1,9,5,0,0,1,1,1,1,1,0,not_applicable,2023,5,40,pneumonia_adult,30,10,1,3,0,982.0,6.0,1,solar,2
633,referral_hospital,O2_0175,urban,257,1,1,1,1,oxygen_concentrator,6,4,3.5,1,9,6,2,0,1,1,0,1,1,0,not_applicable,2023,4,35,pneumonia_child,25,10,1,3,0,718.0,4.0,0,grid_unreliable,2
634,referral_hospital,O2_0156,urban,290,1,1,1,1,cylinder_piped,0,0,3.8,1,9,9,3,0,1,1,0,1,1,0,not_applicable,2021,7,35,COVID19_severe,35,0,1,0,0,1122.0,2.0,1,grid_reliable,0
635,referral_hospital,O2_0046,urban,231,1,1,1,1,oxygen_concentrator,6,5,0.7,1,12,5,2,0,1,0,0,0,0,7,power_outage,2024,12,43,heart_failure,0,43,0,20,12,703.0,32.0,1,grid_unreliable,5
636,referral_hospital,O2_0038,urban,238,1,1,1,1,LOX_bulk_tank,0,0,6.3,1,4,3,5,0,1,0,0,1,0,1,power_outage,2022,8,49,heart_failure,44,5,1,2,0,751.0,8.0,1,grid_reliable,12
637,referral_hospital,O2_0027,urban,207,1,1,1,1,LOX_bulk_tank,6,3,0.9,1,12,8,3,0,1,0,0,1,1,0,not_applicable,2022,6,35,COVID19_severe,31,4,1,2,0,630.0,30.0,1,grid_unreliable,3
638,referral_hospital,O2_0133,urban,296,1,1,1,1,PSA_plant_onsite,3,2,3.3,1,10,5,9,0,1,1,0,1,1,4,PSA_plant_breakdown,2024,6,43,neonatal_respiratory,29,14,1,4,0,868.0,0.0,1,grid_unreliable,7
639,referral_hospital,O2_0125,urban,278,1,1,1,1,PSA_plant_onsite,0,0,0.3,1,7,11,3,1,1,1,0,1,1,0,not_applicable,2022,6,37,COVID19_severe,26,11,1,4,0,736.0,9.0,1,grid_reliable,13
640,referral_hospital,O2_0026,urban,257,1,1,1,1,PSA_plant_onsite,7,4,5.4,1,10,1,14,1,1,1,0,1,1,0,not_applicable,2021,8,35,pneumonia_child,25,10,0,3,0,672.0,119.0,1,generator_only,3
641,referral_hospital,O2_0176,urban,236,1,1,1,1,oxygen_concentrator,7,4,4.8,1,11,5,5,0,1,1,1,1,1,0,not_applicable,2022,2,47,sepsis,42,5,1,3,0,380.0,31.0,1,solar,2
642,referral_hospital,O2_0056,urban,221,1,1,1,1,PSA_plant_onsite,0,0,2.0,1,13,3,1,0,1,0,0,1,1,6,demand_surge,2024,8,40,severe_malaria,38,2,1,0,0,759.0,9.0,0,generator_only,2
643,referral_hospital,O2_0027,peri_urban,236,1,1,1,1,PSA_plant_onsite,0,0,0.8,1,8,5,5,1,1,1,1,1,1,0,not_applicable,2023,3,37,sepsis,29,8,1,2,0,859.0,28.0,1,grid_reliable,2
644,referral_hospital,O2_0002,urban,281,1,1,1,1,LOX_bulk_tank,0,0,1.3,1,12,4,0,0,1,1,1,1,1,0,not_applicable,2021,9,38,heart_failure,25,13,1,7,0,830.0,60.0,1,solar,0
645,referral_hospital,O2_0113,urban,229,1,1,1,1,LOX_bulk_tank,0,0,2.4,1,11,3,12,0,1,1,1,1,1,0,not_applicable,2024,6,51,severe_malaria,47,4,1,2,0,723.0,2.0,1,generator_only,6
646,referral_hospital,O2_0075,urban,324,1,1,1,1,LOX_bulk_tank,0,0,0.5,1,4,5,6,0,1,1,1,1,0,0,not_applicable,2024,12,38,COVID19_severe,34,4,1,2,0,880.0,11.0,0,grid_reliable,1
647,referral_hospital,O2_0180,urban,239,1,1,1,1,PSA_plant_onsite,0,0,0.8,1,6,4,8,0,1,0,0,1,0,0,not_applicable,2024,12,44,sepsis,32,12,0,4,0,658.0,1.0,0,grid_reliable,6
648,referral_hospital,O2_0111,peri_urban,197,1,1,1,1,cylinder_piped,0,0,1.4,1,13,3,13,0,1,1,1,0,0,1,demand_surge,2024,2,45,pneumonia_adult,0,45,0,19,22,519.0,4.0,1,grid_unreliable,0
649,referral_hospital,O2_0057,urban,270,1,1,1,1,PSA_plant_onsite,0,0,0.5,1,9,5,4,0,1,1,0,1,1,1,power_outage,2023,3,31,pneumonia_adult,28,3,0,1,0,688.0,26.0,1,grid_reliable,2
650,referral_hospital,O2_0198,urban,185,1,1,1,1,LOX_bulk_tank,0,0,2.2,1,12,3,14,0,1,1,0,1,1,0,not_applicable,2021,4,49,other_hypoxemia,42,7,1,3,0,828.0,5.0,1,generator_only,0
651,referral_hospital,O2_0176,peri_urban,255,1,1,1,1,LOX_bulk_tank,0,0,3.9,1,18,2,0,0,1,1,1,1,1,0,not_applicable,2022,8,36,severe_malaria,32,4,1,0,0,640.0,1.0,1,grid_reliable,10
652,referral_hospital,O2_0189,urban,256,1,1,1,1,cylinder_piped,5,5,9.6,1,9,9,0,0,1,1,1,1,1,1,power_outage,2024,11,35,pneumonia_child,23,12,1,5,0,669.0,27.0,1,grid_unreliable,0
653,referral_hospital,O2_0013,urban,239,1,1,1,1,oxygen_concentrator,4,2,0.9,1,9,3,1,0,1,1,1,1,1,10,concentrator_malfunction,2024,2,36,neonatal_respiratory,20,16,1,8,0,792.0,12.0,1,grid_reliable,0
654,referral_hospital,O2_0166,urban,288,1,1,1,1,LOX_bulk_tank,0,0,0.6,1,8,4,17,0,1,1,1,0,0,1,cylinder_delivery_delay,2022,3,36,heart_failure,0,36,0,12,6,812.0,23.0,0,generator_only,2
655,referral_hospital,O2_0032,urban,279,1,1,1,1,cylinder_piped,0,0,1.9,1,4,0,2,0,1,1,1,1,1,0,not_applicable,2022,4,39,neonatal_respiratory,39,0,1,0,0,845.0,25.0,1,generator_only,10
656,referral_hospital,O2_0141,urban,249,1,1,1,1,cylinder_piped,0,0,10.3,1,8,7,17,0,1,1,1,1,0,0,not_applicable,2022,10,27,neonatal_respiratory,23,4,1,0,0,876.0,0.0,1,grid_unreliable,0
657,referral_hospital,O2_0096,rural,265,1,1,1,1,cylinder_piped,0,0,0.6,1,14,3,3,0,1,1,1,1,1,6,PSA_plant_breakdown,2023,3,42,pneumonia_child,30,12,0,3,0,761.0,16.0,1,grid_unreliable,11
658,referral_hospital,O2_0061,peri_urban,229,1,1,1,1,oxygen_concentrator,6,4,1.7,1,8,4,4,0,1,1,0,1,1,0,not_applicable,2022,8,38,other_hypoxemia,33,5,1,3,0,854.0,11.0,1,solar,0
659,referral_hospital,O2_0079,rural,247,1,1,1,1,LOX_bulk_tank,0,0,0.4,1,21,1,5,0,1,0,0,1,1,1,concentrator_malfunction,2023,12,45,COPD_exacerbation,38,7,1,3,0,717.0,37.0,1,grid_reliable,0
660,referral_hospital,O2_0029,rural,233,1,1,1,1,oxygen_concentrator,3,2,0.1,1,10,8,1,0,1,1,1,1,1,0,not_applicable,2022,9,36,severe_malaria,25,11,1,5,0,592.0,6.0,1,generator_only,13
661,referral_hospital,O2_0077,peri_urban,227,1,1,1,1,LOX_bulk_tank,6,3,4.9,1,7,2,1,0,1,1,0,1,1,0,not_applicable,2024,5,36,pneumonia_child,36,0,0,0,0,510.0,4.0,1,grid_unreliable,6
662,referral_hospital,O2_0024,urban,291,1,1,1,1,cylinder_portable,6,4,4.6,1,8,4,1,0,1,0,0,1,1,0,not_applicable,2021,1,29,pneumonia_child,24,5,1,1,0,934.0,1.0,1,none,5
663,referral_hospital,O2_0097,urban,327,1,1,1,1,PSA_plant_onsite,1,0,0.0,1,8,5,5,1,1,1,1,1,1,7,PSA_plant_breakdown,2024,8,40,surgical_anaesthesia,30,10,1,5,0,590.0,22.0,1,grid_reliable,11
664,referral_hospital,O2_0043,peri_urban,277,1,1,1,1,LOX_bulk_tank,3,2,3.6,1,9,1,6,0,1,1,1,0,0,1,power_outage,2022,8,36,COVID19_severe,0,36,0,11,5,787.0,12.0,1,grid_unreliable,8
665,referral_hospital,O2_0135,urban,259,1,1,1,1,cylinder_piped,0,0,1.5,1,4,11,0,0,1,1,1,1,1,0,not_applicable,2022,12,44,COVID19_severe,44,0,1,0,0,867.0,3.0,1,none,7
666,referral_hospital,O2_0129,urban,278,1,1,1,1,PSA_plant_onsite,0,0,2.8,1,16,10,12,1,1,1,1,1,1,0,not_applicable,2022,4,41,sepsis,21,20,1,9,0,767.0,26.0,1,grid_reliable,12
667,referral_hospital,O2_0035,urban,215,1,1,1,1,LOX_bulk_tank,0,0,2.0,1,11,2,3,0,1,1,1,1,0,0,not_applicable,2022,9,38,severe_malaria,29,9,1,3,0,746.0,25.0,1,grid_unreliable,3
668,referral_hospital,O2_0047,peri_urban,324,1,1,1,1,cylinder_piped,0,0,1.4,1,6,8,1,0,1,1,0,1,0,0,not_applicable,2024,7,32,surgical_anaesthesia,29,3,1,2,0,831.0,7.0,1,grid_reliable,2
669,referral_hospital,O2_0123,rural,239,1,1,1,1,cylinder_piped,0,0,2.4,1,19,7,3,0,1,1,1,1,1,0,not_applicable,2023,2,39,neonatal_respiratory,31,8,1,3,0,740.0,2.0,1,solar,2
670,referral_hospital,O2_0089,urban,241,1,1,1,1,PSA_plant_onsite,0,0,0.9,1,20,5,22,1,1,1,1,0,0,1,demand_surge,2022,5,34,surgical_anaesthesia,0,34,0,12,13,779.0,6.0,1,grid_unreliable,2
671,referral_hospital,O2_0162,urban,253,1,1,1,1,oxygen_concentrator,6,2,1.7,1,8,2,10,0,1,1,1,1,0,0,not_applicable,2022,10,36,COVID19_severe,26,10,0,4,0,1025.0,7.0,1,grid_reliable,0
672,referral_hospital,O2_0177,rural,319,1,1,1,1,PSA_plant_onsite,0,0,0.1,1,12,3,6,0,1,1,1,1,1,0,not_applicable,2024,1,39,trauma,30,9,0,4,0,1061.0,13.0,1,grid_unreliable,1
673,referral_hospital,O2_0122,urban,335,1,1,1,1,oxygen_concentrator,4,2,2.0,1,7,3,1,0,1,1,1,0,0,15,PSA_plant_breakdown,2023,4,38,COVID19_severe,0,38,0,10,10,745.0,6.0,1,none,12
674,referral_hospital,O2_0166,peri_urban,257,1,1,1,1,cylinder_piped,5,4,0.8,1,15,3,2,0,1,0,0,1,1,1,piping_system_leak,2023,12,46,pneumonia_adult,28,18,0,5,0,430.0,38.0,1,grid_reliable,2
675,referral_hospital,O2_0167,peri_urban,278,1,1,1,1,oxygen_concentrator,6,3,0.1,1,9,8,3,0,1,1,1,1,1,0,not_applicable,2023,1,35,surgical_anaesthesia,27,8,1,3,0,955.0,20.0,0,grid_reliable,0
676,referral_hospital,O2_0069,rural,239,1,1,1,1,LOX_bulk_tank,0,0,0.6,1,9,5,8,0,1,1,0,1,0,0,not_applicable,2022,9,36,pneumonia_adult,33,3,1,1,0,748.0,44.0,1,grid_unreliable,0
677,referral_hospital,O2_0100,urban,264,1,1,1,1,oxygen_concentrator,5,5,0.3,1,5,11,5,0,1,1,1,1,1,3,no_oxygen_source,2022,3,48,severe_malaria,34,14,0,7,0,948.0,11.0,1,grid_reliable,2
678,referral_hospital,O2_0140,urban,284,1,1,1,1,PSA_plant_onsite,0,0,6.4,1,6,6,0,0,1,1,0,1,0,10,demand_surge,2024,11,31,heart_failure,27,4,1,0,0,730.0,5.0,1,grid_reliable,1
679,referral_hospital,O2_0022,urban,266,1,1,1,1,LOX_bulk_tank,6,5,0.2,1,5,4,11,0,1,1,0,1,1,0,not_applicable,2022,9,28,pneumonia_child,15,13,0,5,0,813.0,31.0,1,generator_only,1
680,referral_hospital,O2_0016,urban,340,1,1,1,1,cylinder_piped,0,0,2.9,1,9,6,0,0,1,1,1,1,0,0,not_applicable,2021,12,44,COPD_exacerbation,44,0,1,0,0,686.0,25.0,1,generator_only,10
681,referral_hospital,O2_0184,rural,272,1,1,1,1,cylinder_piped,0,0,0.6,1,13,5,0,0,1,1,1,0,0,1,funding_for_refill,2021,10,47,COVID19_severe,0,47,0,18,10,652.0,12.0,1,grid_reliable,20
682,referral_hospital,O2_0175,urban,217,1,1,1,1,LOX_bulk_tank,0,0,6.0,1,5,5,5,0,1,1,1,1,1,0,not_applicable,2024,5,38,surgical_anaesthesia,28,10,0,3,0,1008.0,25.0,0,generator_only,11
683,referral_hospital,O2_0098,rural,226,1,1,1,1,cylinder_piped,0,0,0.2,1,8,8,13,0,1,0,0,1,1,0,not_applicable,2023,4,36,pneumonia_adult,20,16,1,5,0,965.0,2.0,1,grid_reliable,12
684,referral_hospital,O2_0119,urban,279,1,1,1,1,cylinder_piped,5,3,0.5,1,11,4,5,0,1,1,1,0,0,4,PSA_plant_breakdown,2021,11,38,neonatal_respiratory,0,38,0,16,10,792.0,25.0,1,grid_unreliable,4
685,referral_hospital,O2_0136,urban,212,1,1,1,1,LOX_bulk_tank,9,4,3.7,1,5,4,5,0,1,1,1,0,0,18,empty_cylinders_not_collected,2023,1,34,COPD_exacerbation,0,34,0,10,0,573.0,2.0,1,grid_unreliable,6
686,referral_hospital,O2_0011,urban,191,1,1,1,1,cylinder_piped,0,0,4.7,1,9,6,4,0,1,1,0,1,1,0,not_applicable,2024,8,30,asthma_severe,24,6,0,3,0,875.0,8.0,1,grid_unreliable,2
687,referral_hospital,O2_0127,peri_urban,282,1,1,1,1,LOX_bulk_tank,0,0,5.6,1,6,5,13,0,1,1,0,1,0,0,not_applicable,2024,1,39,surgical_anaesthesia,34,5,0,2,0,527.0,7.0,1,grid_reliable,4
688,referral_hospital,O2_0174,rural,264,1,1,1,1,PSA_plant_onsite,0,0,0.9,1,8,4,2,1,1,1,0,1,0,0,not_applicable,2023,2,47,COVID19_severe,33,14,1,3,0,989.0,4.0,1,grid_reliable,3
689,referral_hospital,O2_0122,peri_urban,249,1,1,1,1,cylinder_piped,0,0,1.4,1,11,2,3,0,1,1,1,1,0,0,not_applicable,2022,11,45,severe_malaria,35,10,1,2,0,961.0,45.0,1,grid_reliable,1
690,referral_hospital,O2_0096,urban,257,1,1,1,1,oxygen_concentrator,2,0,2.0,1,6,4,1,0,1,1,0,1,1,0,not_applicable,2023,11,36,pneumonia_adult,36,0,1,0,0,389.0,3.0,1,grid_reliable,3
691,referral_hospital,O2_0044,peri_urban,280,1,1,1,1,cylinder_portable,0,0,9.8,1,11,3,5,0,1,1,1,1,0,0,not_applicable,2022,10,35,sepsis,18,17,0,5,0,856.0,0.0,1,grid_reliable,2
692,referral_hospital,O2_0184,peri_urban,245,1,1,1,1,cylinder_piped,4,2,2.2,1,7,1,12,0,1,1,1,1,1,0,not_applicable,2023,12,45,surgical_anaesthesia,32,13,0,3,0,974.0,20.0,1,grid_reliable,6
693,referral_hospital,O2_0191,peri_urban,253,1,1,1,1,oxygen_concentrator,6,6,1.0,1,7,6,6,0,1,0,0,1,1,0,not_applicable,2024,11,33,trauma,33,0,1,0,0,1002.0,13.0,1,solar,5
694,referral_hospital,O2_0097,urban,207,1,1,1,1,oxygen_concentrator,3,1,0.4,1,13,3,5,0,1,1,1,1,1,0,not_applicable,2021,8,37,pneumonia_child,27,10,1,1,0,1143.0,29.0,1,grid_unreliable,0
695,referral_hospital,O2_0043,rural,232,1,1,1,1,PSA_plant_onsite,0,0,1.4,1,10,6,1,1,1,1,1,0,0,1,PSA_plant_breakdown,2024,2,38,COVID19_severe,0,38,0,14,12,860.0,7.0,1,grid_reliable,2
696,referral_hospital,O2_0172,urban,286,1,1,1,1,oxygen_concentrator,3,1,2.2,1,15,6,9,0,1,1,1,0,0,30,empty_cylinders_not_collected,2024,9,32,other_hypoxemia,0,32,0,13,10,765.0,15.0,1,grid_reliable,4
697,referral_hospital,O2_0197,peri_urban,209,1,1,1,1,cylinder_portable,0,0,3.0,1,10,5,6,0,1,1,1,1,1,4,demand_surge,2024,2,39,neonatal_respiratory,35,4,1,2,0,883.0,7.0,1,generator_only,0
698,referral_hospital,O2_0001,urban,284,1,1,1,1,oxygen_concentrator,3,2,1.3,1,11,3,9,0,1,1,1,0,0,8,cylinder_delivery_delay,2021,9,53,trauma,0,53,0,13,14,1203.0,58.0,1,generator_only,2
699,referral_hospital,O2_0070,urban,207,1,1,1,1,PSA_plant_onsite,0,0,1.8,1,6,5,3,1,1,1,0,1,1,2,PSA_plant_breakdown,2022,5,40,COPD_exacerbation,28,12,1,5,0,1166.0,7.0,1,generator_only,8
700,referral_hospital,O2_0038,urban,177,1,1,1,1,LOX_bulk_tank,0,0,22.1,1,9,5,2,0,1,1,1,1,0,0,not_applicable,2024,6,47,pneumonia_child,47,0,1,0,0,885.0,11.0,1,solar,9
701,referral_hospital,O2_0044,peri_urban,221,1,1,1,1,cylinder_piped,0,0,0.6,1,13,5,3,0,1,1,1,1,1,6,cylinder_delivery_delay,2021,10,39,severe_malaria,27,12,1,2,0,832.0,23.0,0,grid_reliable,5
702,referral_hospital,O2_0150,urban,313,1,1,1,1,LOX_bulk_tank,0,0,3.7,1,7,3,0,0,1,1,0,1,1,0,not_applicable,2022,7,32,asthma_severe,26,6,1,3,0,833.0,16.0,1,solar,2
703,referral_hospital,O2_0006,rural,231,1,1,1,1,LOX_bulk_tank,2,1,0.9,1,10,7,34,0,1,1,1,1,1,0,not_applicable,2021,2,41,asthma_severe,32,9,1,3,0,769.0,39.0,1,solar,0
704,referral_hospital,O2_0139,rural,265,1,1,1,1,cylinder_piped,0,0,0.1,1,1,3,11,0,1,0,0,1,1,0,not_applicable,2024,12,44,other_hypoxemia,36,8,0,2,0,830.0,6.0,1,solar,10
705,referral_hospital,O2_0068,urban,267,1,1,1,1,PSA_plant_onsite,4,2,1.1,1,17,4,1,1,1,1,1,1,1,13,demand_surge,2024,9,53,neonatal_respiratory,40,13,1,4,0,750.0,3.0,0,grid_reliable,17
706,referral_hospital,O2_0130,peri_urban,301,1,1,1,1,cylinder_piped,0,0,1.3,1,11,10,2,0,1,1,1,1,1,1,piping_system_leak,2023,11,47,pneumonia_child,34,13,1,4,0,1089.0,12.0,1,grid_unreliable,0
707,referral_hospital,O2_0051,urban,282,1,1,1,1,LOX_bulk_tank,0,0,5.3,1,16,4,1,0,1,1,1,1,0,0,not_applicable,2022,9,28,heart_failure,12,16,1,8,0,889.0,27.0,1,grid_unreliable,0
708,referral_hospital,O2_0180,urban,273,1,1,1,1,LOX_bulk_tank,0,0,0.3,1,10,14,5,0,1,1,1,1,1,0,not_applicable,2023,6,37,pneumonia_adult,30,7,1,0,0,924.0,12.0,1,grid_reliable,4
709,referral_hospital,O2_0104,rural,347,1,1,1,1,LOX_bulk_tank,2,0,1.0,1,10,4,0,0,1,1,1,1,1,0,not_applicable,2021,9,35,pneumonia_adult,29,6,1,1,0,651.0,20.0,1,generator_only,9
710,referral_hospital,O2_0120,urban,244,1,1,1,1,cylinder_piped,2,1,1.2,1,3,1,0,0,1,1,1,1,1,0,not_applicable,2023,6,41,other_hypoxemia,37,4,1,3,0,721.0,1.0,1,solar,16
711,referral_hospital,O2_0086,rural,197,1,1,1,1,oxygen_concentrator,5,4,0.4,1,13,2,10,0,1,1,1,1,1,1,no_oxygen_source,2022,5,38,neonatal_respiratory,34,4,0,1,0,883.0,2.0,1,grid_reliable,4
712,referral_hospital,O2_0089,peri_urban,251,1,1,1,1,oxygen_concentrator,1,1,0.3,1,9,3,1,0,1,1,1,1,1,0,not_applicable,2021,5,36,pneumonia_adult,26,10,1,2,0,953.0,2.0,1,generator_only,7
713,referral_hospital,O2_0053,rural,194,1,1,1,1,PSA_plant_onsite,0,0,0.4,1,10,5,1,0,1,1,0,0,0,1,demand_surge,2024,12,37,surgical_anaesthesia,0,37,0,20,17,473.0,3.0,1,solar,5
714,referral_hospital,O2_0027,rural,292,1,1,1,1,cylinder_portable,0,0,1.1,1,7,3,0,0,1,1,1,0,0,6,demand_surge,2024,12,49,COVID19_severe,0,49,0,11,11,712.0,39.0,1,grid_unreliable,17
715,referral_hospital,O2_0121,peri_urban,206,1,1,1,1,LOX_bulk_tank,0,0,5.1,1,13,3,3,0,1,1,0,1,1,0,not_applicable,2024,8,44,trauma,36,8,1,6,0,637.0,15.0,1,grid_unreliable,6
716,referral_hospital,O2_0072,peri_urban,215,1,1,1,1,LOX_bulk_tank,8,7,0.4,1,14,6,10,0,1,1,1,0,0,1,cylinder_delivery_delay,2022,9,31,surgical_anaesthesia,0,31,0,12,3,602.0,17.0,1,generator_only,1
717,referral_hospital,O2_0087,peri_urban,234,1,1,1,1,cylinder_piped,6,5,1.3,1,15,2,0,0,1,1,1,1,1,0,not_applicable,2024,10,51,COVID19_severe,37,14,1,5,0,692.0,31.0,1,grid_reliable,2
718,referral_hospital,O2_0172,rural,257,1,1,1,1,PSA_plant_onsite,0,0,1.7,1,13,7,14,0,1,1,1,0,0,21,demand_surge,2021,1,45,sepsis,0,45,0,10,12,709.0,36.0,1,grid_unreliable,0
719,referral_hospital,O2_0053,peri_urban,298,1,1,1,1,cylinder_portable,0,0,0.6,1,10,4,1,0,1,1,0,1,1,0,not_applicable,2024,11,31,heart_failure,22,9,1,5,0,1010.0,2.0,1,generator_only,22
720,referral_hospital,O2_0071,rural,304,1,1,1,1,LOX_bulk_tank,0,0,4.6,1,12,8,2,0,1,1,0,0,0,4,PSA_plant_breakdown,2024,9,46,pneumonia_child,0,46,0,16,10,726.0,29.0,1,generator_only,16
721,referral_hospital,O2_0031,urban,216,1,1,1,1,oxygen_concentrator,6,4,5.3,1,11,5,8,0,1,1,1,0,0,24,concentrator_malfunction,2024,6,46,other_hypoxemia,0,46,0,15,11,589.0,12.0,1,grid_reliable,7
722,referral_hospital,O2_0081,urban,261,1,1,1,1,PSA_plant_onsite,0,0,0.3,1,10,4,0,0,1,1,0,0,0,4,cylinder_delivery_delay,2023,6,32,heart_failure,0,32,0,8,9,672.0,15.0,0,grid_reliable,0
723,referral_hospital,O2_0087,rural,327,1,1,1,1,oxygen_concentrator,4,3,6.4,1,6,8,0,0,1,1,0,0,0,8,no_oxygen_source,2024,9,49,pneumonia_adult,0,49,0,23,13,805.0,2.0,1,grid_reliable,4
724,referral_hospital,O2_0183,urban,220,1,1,1,1,cylinder_piped,0,0,1.5,1,14,7,0,0,1,0,0,1,1,0,not_applicable,2021,12,40,pneumonia_adult,20,20,1,8,0,815.0,1.0,0,grid_reliable,9
725,referral_hospital,O2_0180,peri_urban,270,1,1,1,1,cylinder_piped,0,0,1.6,1,11,4,0,0,1,1,1,1,1,3,cylinder_delivery_delay,2023,10,36,severe_malaria,36,0,1,0,0,701.0,9.0,1,none,1
726,referral_hospital,O2_0105,rural,269,1,1,1,1,LOX_bulk_tank,0,0,0.2,1,13,4,2,0,1,1,0,1,0,0,not_applicable,2023,4,37,neonatal_respiratory,37,0,1,0,0,893.0,50.0,1,generator_only,8
727,referral_hospital,O2_0123,urban,233,1,1,1,1,cylinder_piped,0,0,1.7,1,8,3,2,0,1,0,0,1,1,3,power_outage,2021,8,36,severe_malaria,36,0,1,0,0,1009.0,3.0,1,solar,0
728,referral_hospital,O2_0149,urban,249,1,1,1,1,LOX_bulk_tank,6,5,7.4,1,8,7,0,0,1,1,1,1,0,0,not_applicable,2024,6,39,neonatal_respiratory,37,2,1,1,0,679.0,0.0,1,grid_unreliable,0
729,referral_hospital,O2_0120,urban,312,1,1,1,1,oxygen_concentrator,5,4,2.7,1,16,3,12,0,1,1,0,0,0,5,demand_surge,2024,5,37,other_hypoxemia,0,37,0,15,16,1048.0,11.0,1,grid_unreliable,23
730,referral_hospital,O2_0021,urban,292,1,1,1,1,PSA_plant_onsite,0,0,0.2,1,11,7,7,1,1,1,1,0,0,11,empty_cylinders_not_collected,2021,7,46,COPD_exacerbation,0,46,0,17,17,778.0,49.0,1,generator_only,3
731,referral_hospital,O2_0032,urban,279,1,1,1,1,cylinder_piped,0,0,2.0,1,12,5,0,0,1,1,1,1,1,0,not_applicable,2022,8,38,COVID19_severe,27,11,1,4,0,690.0,19.0,1,grid_unreliable,0
732,referral_hospital,O2_0130,urban,301,1,1,1,1,PSA_plant_onsite,0,0,0.6,1,7,3,8,0,1,1,1,1,0,0,not_applicable,2023,4,47,COVID19_severe,25,22,1,11,0,580.0,12.0,1,grid_reliable,6
733,referral_hospital,O2_0175,rural,243,1,1,1,1,cylinder_piped,0,0,0.6,1,6,4,1,0,1,1,0,1,0,0,not_applicable,2022,2,24,severe_malaria,17,7,1,3,0,962.0,1.0,1,grid_reliable,1
734,referral_hospital,O2_0119,urban,359,1,1,1,1,oxygen_concentrator,3,2,2.2,1,9,5,17,0,1,0,0,1,1,0,not_applicable,2023,4,41,trauma,30,11,1,4,0,792.0,17.0,1,grid_reliable,0
735,referral_hospital,O2_0005,urban,204,1,1,1,1,PSA_plant_onsite,0,0,1.7,1,9,6,5,1,1,1,1,1,1,0,not_applicable,2021,1,45,COPD_exacerbation,36,9,1,6,0,1055.0,1.0,1,solar,3
736,referral_hospital,O2_0143,peri_urban,225,1,1,1,1,LOX_bulk_tank,0,0,6.3,1,10,11,3,0,1,1,1,1,1,0,not_applicable,2024,11,38,COVID19_severe,28,10,1,1,0,1230.0,3.0,1,grid_unreliable,3
737,referral_hospital,O2_0011,urban,219,1,1,1,1,oxygen_concentrator,5,4,3.0,1,3,4,10,0,1,1,1,0,0,5,supplier_stockout,2022,5,34,COVID19_severe,0,34,0,10,8,749.0,7.0,1,none,6
738,referral_hospital,O2_0082,peri_urban,251,1,1,1,1,PSA_plant_onsite,0,0,0.3,1,18,10,3,1,1,1,1,1,1,12,PSA_plant_breakdown,2024,11,54,asthma_severe,37,17,1,6,0,881.0,3.0,1,grid_reliable,4
739,referral_hospital,O2_0037,peri_urban,233,1,1,1,1,oxygen_concentrator,7,7,7.1,1,9,4,2,0,1,1,1,1,0,0,not_applicable,2022,11,38,pneumonia_child,28,10,1,4,0,978.0,18.0,0,grid_unreliable,1
740,referral_hospital,O2_0087,urban,293,1,1,1,1,oxygen_concentrator,6,3,3.4,1,8,3,2,0,1,1,1,1,1,0,not_applicable,2022,5,46,surgical_anaesthesia,27,19,0,10,0,1052.0,2.0,1,grid_reliable,7
741,referral_hospital,O2_0163,urban,253,1,1,1,1,cylinder_piped,0,0,0.3,1,10,7,0,0,1,1,1,1,1,0,not_applicable,2022,7,46,pneumonia_adult,32,14,1,6,0,969.0,12.0,1,grid_reliable,4
742,referral_hospital,O2_0171,rural,312,1,1,1,1,PSA_plant_onsite,3,1,4.8,1,18,7,2,0,1,1,1,1,1,0,not_applicable,2022,11,40,other_hypoxemia,27,13,0,4,0,771.0,1.0,1,grid_reliable,9
743,referral_hospital,O2_0079,peri_urban,303,1,1,1,1,LOX_bulk_tank,0,0,3.6,1,13,5,1,0,1,1,1,1,1,0,not_applicable,2022,1,44,pneumonia_adult,34,10,0,4,0,719.0,1.0,1,grid_reliable,5
744,referral_hospital,O2_0046,urban,257,1,1,1,1,LOX_bulk_tank,0,0,6.0,1,7,5,8,0,1,1,0,1,1,2,concentrator_malfunction,2023,1,39,neonatal_respiratory,35,4,1,1,0,482.0,5.0,1,grid_unreliable,21
745,referral_hospital,O2_0114,urban,208,1,1,1,1,cylinder_piped,5,3,10.5,1,13,5,0,0,1,1,0,0,0,19,PSA_plant_breakdown,2023,12,43,pneumonia_adult,0,43,0,19,13,879.0,5.0,1,grid_unreliable,1
746,referral_hospital,O2_0151,urban,265,1,1,1,1,PSA_plant_onsite,0,0,3.3,1,9,3,1,1,1,1,0,1,1,0,not_applicable,2024,7,34,pneumonia_child,15,19,0,6,0,796.0,4.0,1,grid_reliable,0
747,referral_hospital,O2_0106,urban,269,1,1,1,1,oxygen_concentrator,2,1,1.0,1,9,4,0,0,1,1,1,1,0,1,empty_cylinders_not_collected,2023,6,21,neonatal_respiratory,17,4,1,2,0,1011.0,6.0,1,grid_unreliable,9
748,referral_hospital,O2_0178,urban,264,1,1,1,1,PSA_plant_onsite,0,0,1.2,1,8,3,4,1,1,1,0,1,0,0,not_applicable,2023,10,41,heart_failure,38,3,1,1,0,700.0,12.0,1,grid_unreliable,7
749,referral_hospital,O2_0109,peri_urban,254,1,1,1,1,LOX_bulk_tank,0,0,0.2,1,5,8,0,0,1,1,1,0,0,19,demand_surge,2021,7,45,COPD_exacerbation,0,45,0,16,8,873.0,2.0,1,generator_only,1
750,referral_hospital,O2_0196,rural,311,1,1,1,1,cylinder_portable,0,0,1.2,1,17,5,1,0,1,1,1,1,1,7,regulator_valve_failure,2023,12,44,pneumonia_child,41,3,1,1,0,958.0,8.0,1,grid_reliable,2
751,referral_hospital,O2_0099,urban,247,1,1,1,1,cylinder_piped,0,0,1.8,1,8,4,18,0,1,1,1,0,0,17,empty_cylinders_not_collected,2022,3,37,heart_failure,0,37,0,12,13,902.0,0.0,1,generator_only,7
752,referral_hospital,O2_0055,peri_urban,152,1,1,1,1,oxygen_concentrator,4,2,0.3,1,9,4,2,0,1,1,1,0,0,1,supplier_stockout,2023,12,45,sepsis,0,45,0,16,20,835.0,1.0,1,grid_reliable,3
753,referral_hospital,O2_0140,peri_urban,295,1,1,1,1,oxygen_concentrator,6,5,10.4,1,12,7,5,0,1,1,1,1,0,0,not_applicable,2022,6,39,COPD_exacerbation,35,4,1,4,0,634.0,20.0,1,grid_reliable,4
754,referral_hospital,O2_0181,urban,235,1,1,1,1,PSA_plant_onsite,0,0,4.8,1,9,6,11,0,1,1,0,1,1,0,not_applicable,2022,5,37,pneumonia_child,23,14,1,7,0,814.0,1.0,1,grid_unreliable,7
755,referral_hospital,O2_0105,urban,214,1,1,1,1,cylinder_piped,0,0,2.8,1,16,4,3,0,1,1,1,0,0,10,demand_surge,2024,12,36,surgical_anaesthesia,0,36,0,11,10,968.0,16.0,1,grid_reliable,5
756,referral_hospital,O2_0174,urban,254,1,1,1,1,LOX_bulk_tank,0,0,0.3,1,14,6,1,0,1,1,1,1,1,0,not_applicable,2023,9,53,other_hypoxemia,51,2,0,1,0,551.0,18.0,1,grid_reliable,2
757,referral_hospital,O2_0137,peri_urban,287,1,1,1,1,cylinder_piped,0,0,0.7,1,6,3,6,0,1,1,1,1,1,0,not_applicable,2022,11,27,surgical_anaesthesia,22,5,1,2,0,735.0,38.0,1,solar,11
758,referral_hospital,O2_0194,urban,219,1,1,1,1,PSA_plant_onsite,0,0,6.4,1,7,8,8,1,1,1,1,1,1,0,not_applicable,2023,7,39,asthma_severe,26,13,1,5,0,777.0,26.0,1,grid_unreliable,14
759,referral_hospital,O2_0065,urban,285,1,1,1,1,PSA_plant_onsite,0,0,0.8,1,7,6,2,1,1,1,1,1,1,0,not_applicable,2023,8,34,pneumonia_child,21,13,1,6,0,837.0,28.0,1,grid_unreliable,1
760,referral_hospital,O2_0135,rural,252,1,1,1,1,LOX_bulk_tank,0,0,0.6,1,11,1,13,0,1,1,1,1,1,3,PSA_plant_breakdown,2022,9,34,severe_malaria,23,11,1,4,0,915.0,13.0,1,grid_reliable,0
761,referral_hospital,O2_0160,urban,239,1,1,1,1,LOX_bulk_tank,0,0,1.4,1,11,5,6,0,1,1,1,1,1,3,cylinder_delivery_delay,2023,10,34,asthma_severe,22,12,1,6,0,521.0,35.0,0,none,6
762,referral_hospital,O2_0160,peri_urban,236,1,1,1,1,oxygen_concentrator,9,3,1.1,1,10,8,1,0,1,1,1,1,1,0,not_applicable,2021,2,44,sepsis,12,32,1,14,0,985.0,16.0,0,grid_unreliable,0
763,referral_hospital,O2_0174,peri_urban,161,1,1,1,1,PSA_plant_onsite,0,0,1.0,1,14,7,22,0,1,1,1,0,0,2,cylinder_delivery_delay,2024,7,39,other_hypoxemia,0,39,0,13,7,954.0,21.0,1,grid_unreliable,1
764,referral_hospital,O2_0104,urban,272,1,1,1,1,LOX_bulk_tank,0,0,1.2,1,9,4,1,0,1,1,1,1,1,0,not_applicable,2021,1,35,heart_failure,25,10,1,3,0,812.0,3.0,1,grid_reliable,3
765,referral_hospital,O2_0008,urban,290,1,1,1,1,oxygen_concentrator,4,3,0.6,1,12,8,2,0,1,1,1,1,0,0,not_applicable,2021,7,28,heart_failure,21,7,1,3,0,763.0,18.0,1,grid_reliable,6
766,referral_hospital,O2_0008,urban,221,1,1,1,1,oxygen_concentrator,1,0,8.1,1,12,5,5,0,1,1,1,1,1,0,not_applicable,2023,2,26,trauma,26,0,0,0,0,935.0,24.0,1,grid_reliable,19
767,referral_hospital,O2_0141,rural,267,1,1,1,1,LOX_bulk_tank,6,3,4.8,1,12,4,5,0,1,1,1,1,1,0,not_applicable,2023,8,28,pneumonia_adult,24,4,1,0,0,522.0,6.0,1,grid_unreliable,2
768,referral_hospital,O2_0039,urban,259,1,1,1,1,oxygen_concentrator,4,3,1.5,1,8,4,2,0,1,1,0,1,1,0,not_applicable,2023,1,46,neonatal_respiratory,22,24,1,14,0,1079.0,1.0,1,none,2
769,referral_hospital,O2_0132,urban,277,1,1,1,1,PSA_plant_onsite,0,0,1.7,1,17,7,1,1,1,1,1,1,1,0,not_applicable,2022,2,32,trauma,30,2,1,0,0,880.0,8.0,1,grid_unreliable,30
770,referral_hospital,O2_0134,urban,209,1,1,1,1,PSA_plant_onsite,0,0,6.3,1,8,6,1,0,1,1,0,1,0,0,not_applicable,2023,4,42,other_hypoxemia,25,17,1,8,0,839.0,11.0,1,grid_reliable,2
771,referral_hospital,O2_0059,rural,266,1,1,1,1,cylinder_piped,0,0,6.3,1,11,6,2,0,1,1,1,1,1,0,not_applicable,2023,3,36,trauma,19,17,0,6,0,819.0,26.0,1,none,7
772,referral_hospital,O2_0018,urban,260,1,1,1,1,cylinder_piped,0,0,1.0,1,8,5,12,0,1,0,0,1,0,0,not_applicable,2022,11,45,severe_malaria,33,12,1,1,0,1084.0,17.0,1,none,2
773,referral_hospital,O2_0027,urban,207,1,1,1,1,cylinder_piped,0,0,1.1,1,11,7,5,0,1,1,1,0,0,8,concentrator_malfunction,2021,10,32,pneumonia_adult,0,32,0,10,3,605.0,7.0,1,grid_reliable,46
774,referral_hospital,O2_0133,peri_urban,261,1,1,1,1,oxygen_concentrator,2,1,0.4,1,6,5,8,0,1,1,1,1,1,0,not_applicable,2022,9,38,other_hypoxemia,37,1,1,0,0,485.0,41.0,1,grid_reliable,0
775,referral_hospital,O2_0114,urban,250,1,1,1,1,LOX_bulk_tank,0,0,3.4,1,11,7,0,0,1,1,1,1,1,0,not_applicable,2024,9,54,neonatal_respiratory,37,17,1,8,0,779.0,22.0,0,generator_only,2
776,referral_hospital,O2_0090,rural,293,1,1,1,1,LOX_bulk_tank,12,9,3.1,1,10,2,10,0,1,1,1,1,1,0,not_applicable,2022,2,38,severe_malaria,27,11,1,4,0,837.0,18.0,0,grid_unreliable,1
777,referral_hospital,O2_0092,urban,236,1,1,1,1,PSA_plant_onsite,0,0,3.1,1,10,4,6,0,1,1,1,1,1,15,power_outage,2023,12,48,pneumonia_child,40,8,1,2,0,871.0,5.0,1,generator_only,10
778,referral_hospital,O2_0191,peri_urban,228,1,1,1,1,PSA_plant_onsite,0,0,0.0,1,8,4,2,1,1,1,1,1,1,7,concentrator_malfunction,2022,7,39,neonatal_respiratory,36,3,1,0,0,454.0,1.0,0,grid_unreliable,3
779,referral_hospital,O2_0121,urban,251,1,1,1,1,cylinder_piped,0,0,3.0,1,13,2,3,0,1,0,0,1,1,1,PSA_plant_breakdown,2021,7,37,pneumonia_adult,30,7,0,0,0,948.0,5.0,1,grid_unreliable,11
780,referral_hospital,O2_0026,urban,286,1,1,1,1,oxygen_concentrator,9,8,5.9,1,11,6,2,0,1,0,0,1,1,0,not_applicable,2023,12,32,heart_failure,32,0,0,0,0,1001.0,25.0,1,grid_reliable,17
781,referral_hospital,O2_0091,urban,242,1,1,1,1,PSA_plant_onsite,0,0,1.9,1,10,6,1,0,1,1,0,1,1,0,not_applicable,2023,10,40,severe_malaria,28,12,1,4,0,694.0,19.0,1,grid_reliable,3
782,referral_hospital,O2_0067,urban,211,1,1,1,1,oxygen_concentrator,4,3,7.7,1,14,8,15,0,1,1,0,0,0,3,empty_cylinders_not_collected,2024,9,41,COVID19_severe,0,41,0,12,22,382.0,5.0,1,grid_unreliable,2
783,referral_hospital,O2_0096,urban,178,1,1,1,1,LOX_bulk_tank,0,0,5.0,1,16,4,5,0,1,1,1,1,1,0,not_applicable,2021,6,41,pneumonia_child,24,17,1,5,0,893.0,3.0,1,grid_reliable,1
784,referral_hospital,O2_0085,rural,260,1,1,1,1,LOX_bulk_tank,0,0,2.0,1,11,6,3,0,1,1,1,1,1,9,power_outage,2023,1,35,COVID19_severe,23,12,0,2,0,881.0,18.0,1,solar,3
785,referral_hospital,O2_0136,urban,235,1,1,1,1,cylinder_piped,0,0,2.7,1,5,3,3,0,1,1,1,1,1,0,not_applicable,2023,2,33,heart_failure,27,6,1,4,0,864.0,7.0,1,grid_reliable,6
786,referral_hospital,O2_0104,rural,195,1,1,1,1,oxygen_concentrator,6,5,0.6,1,12,7,4,0,1,1,1,1,0,0,not_applicable,2022,10,45,pneumonia_adult,40,5,1,0,0,842.0,20.0,1,grid_unreliable,2
787,referral_hospital,O2_0158,rural,288,1,1,1,1,cylinder_piped,0,0,2.4,1,17,2,6,0,1,1,1,1,1,0,not_applicable,2021,7,35,pneumonia_adult,23,12,0,6,0,590.0,9.0,1,grid_reliable,0
788,referral_hospital,O2_0002,urban,303,1,1,1,1,PSA_plant_onsite,0,0,0.7,1,4,12,8,1,1,1,1,1,1,0,not_applicable,2024,12,26,heart_failure,23,3,1,2,0,743.0,7.0,0,grid_unreliable,9
789,referral_hospital,O2_0029,urban,270,1,1,1,1,oxygen_concentrator,3,2,1.7,1,12,5,1,0,1,1,1,1,1,0,not_applicable,2022,1,57,pneumonia_adult,49,8,0,4,0,1040.0,20.0,1,generator_only,0
790,referral_hospital,O2_0192,peri_urban,249,1,1,1,1,LOX_bulk_tank,0,0,0.2,1,7,5,1,0,1,1,1,1,1,0,not_applicable,2024,7,36,pneumonia_adult,30,6,0,2,0,1004.0,34.0,1,grid_reliable,2
791,referral_hospital,O2_0147,urban,356,1,1,1,1,LOX_bulk_tank,0,0,1.5,1,7,7,9,0,1,1,1,0,0,7,funding_for_refill,2023,9,44,pneumonia_child,0,44,0,20,11,691.0,18.0,1,generator_only,2
792,referral_hospital,O2_0067,urban,240,1,1,1,1,cylinder_piped,0,0,2.5,1,12,3,5,0,1,1,1,1,0,0,not_applicable,2022,10,41,pneumonia_adult,41,0,0,0,0,609.0,1.0,1,grid_unreliable,8
793,referral_hospital,O2_0176,urban,239,1,1,1,1,cylinder_portable,8,6,0.9,1,11,3,7,0,1,1,1,0,0,2,power_outage,2022,12,37,COPD_exacerbation,0,37,0,15,12,665.0,2.0,1,none,6
794,referral_hospital,O2_0129,urban,226,1,1,1,1,PSA_plant_onsite,0,0,4.2,1,8,4,1,0,1,1,1,1,1,0,not_applicable,2021,4,36,surgical_anaesthesia,21,15,1,3,0,811.0,14.0,1,grid_reliable,2
795,referral_hospital,O2_0160,urban,193,1,1,1,1,PSA_plant_onsite,0,0,0.5,1,10,8,1,1,1,1,1,1,1,0,not_applicable,2024,3,40,surgical_anaesthesia,36,4,1,1,0,979.0,8.0,1,grid_reliable,1
796,referral_hospital,O2_0151,rural,243,1,1,1,1,oxygen_concentrator,6,2,0.5,1,8,7,2,0,1,0,0,0,0,1,demand_surge,2023,12,49,heart_failure,0,49,0,18,5,724.0,6.0,0,grid_unreliable,2
797,referral_hospital,O2_0074,peri_urban,205,1,1,1,1,oxygen_concentrator,8,4,3.7,1,10,3,6,0,1,1,1,1,1,0,not_applicable,2021,6,42,neonatal_respiratory,42,0,0,0,0,716.0,1.0,0,grid_reliable,27
798,referral_hospital,O2_0158,urban,218,1,1,1,1,LOX_bulk_tank,6,6,0.8,1,7,2,12,0,1,0,0,1,1,0,not_applicable,2023,4,39,asthma_severe,26,13,1,1,0,825.0,1.0,0,grid_unreliable,2
799,referral_hospital,O2_0110,rural,197,1,1,1,1,oxygen_concentrator,5,2,1.0,1,9,6,10,0,1,1,1,1,1,1,supplier_stockout,2021,10,44,neonatal_respiratory,25,19,1,11,0,759.0,25.0,1,grid_reliable,0
800,referral_hospital,O2_0065,peri_urban,235,1,1,1,1,oxygen_concentrator,6,3,3.7,1,10,5,1,0,1,1,0,1,1,1,demand_surge,2023,3,29,pneumonia_child,28,1,0,0,0,894.0,1.0,0,grid_reliable,1
801,referral_hospital,O2_0048,urban,339,1,1,1,1,oxygen_concentrator,4,1,1.1,1,9,7,9,0,1,1,1,1,1,9,concentrator_malfunction,2022,1,50,COVID19_severe,35,15,1,5,0,841.0,0.0,1,grid_unreliable,0
802,referral_hospital,O2_0127,urban,233,1,1,1,1,PSA_plant_onsite,3,2,1.5,1,14,5,1,1,1,0,0,1,0,1,PSA_plant_breakdown,2022,8,33,pneumonia_child,28,5,1,2,0,877.0,39.0,1,none,1
803,referral_hospital,O2_0041,rural,269,1,1,1,1,cylinder_piped,0,0,3.8,1,16,4,8,0,1,1,1,1,1,0,not_applicable,2024,5,40,pneumonia_adult,22,18,0,6,0,644.0,15.0,1,grid_reliable,6
804,referral_hospital,O2_0039,rural,280,1,1,1,1,LOX_bulk_tank,0,0,0.8,1,12,8,0,0,1,1,1,0,0,17,cylinder_delivery_delay,2023,1,42,trauma,0,42,0,16,1,552.0,11.0,1,grid_reliable,3
805,referral_hospital,O2_0046,urban,249,1,1,1,1,LOX_bulk_tank,0,0,1.6,1,12,1,3,0,1,1,0,1,1,0,not_applicable,2023,5,46,surgical_anaesthesia,46,0,1,0,0,868.0,3.0,1,grid_reliable,0
806,referral_hospital,O2_0169,urban,190,1,1,1,1,cylinder_piped,0,0,0.9,1,9,5,0,0,1,1,0,1,1,0,not_applicable,2023,2,29,pneumonia_adult,26,3,1,0,0,748.0,2.0,1,grid_reliable,2
807,referral_hospital,O2_0120,rural,269,1,1,1,1,oxygen_concentrator,3,2,4.2,1,10,7,2,0,1,0,0,1,0,0,not_applicable,2023,5,33,heart_failure,15,18,1,5,0,670.0,10.0,1,grid_unreliable,4
808,referral_hospital,O2_0085,urban,213,1,1,1,1,PSA_plant_onsite,5,3,0.4,1,14,10,9,1,1,1,0,1,1,0,not_applicable,2024,8,33,heart_failure,31,2,1,1,0,1032.0,28.0,0,grid_reliable,5
809,referral_hospital,O2_0144,urban,245,1,1,1,1,cylinder_piped,0,0,3.7,1,9,4,14,0,1,1,1,0,0,9,no_oxygen_source,2024,5,43,neonatal_respiratory,0,43,0,9,15,564.0,5.0,0,grid_reliable,0
810,referral_hospital,O2_0153,rural,230,1,1,1,1,PSA_plant_onsite,9,4,0.1,1,13,3,4,1,1,1,1,1,1,0,not_applicable,2024,2,32,pneumonia_adult,25,7,1,1,0,839.0,41.0,1,generator_only,1
811,referral_hospital,O2_0084,peri_urban,234,1,1,1,1,oxygen_concentrator,2,2,8.9,1,10,4,11,0,1,0,0,1,0,0,not_applicable,2022,8,38,COVID19_severe,28,10,0,2,0,934.0,8.0,1,generator_only,15
812,referral_hospital,O2_0147,urban,247,1,1,1,1,LOX_bulk_tank,0,0,4.8,1,8,3,7,0,1,0,0,1,1,0,not_applicable,2023,4,39,sepsis,29,10,0,3,0,665.0,10.0,1,grid_reliable,1
813,referral_hospital,O2_0129,rural,223,1,1,1,1,PSA_plant_onsite,0,0,0.5,1,15,4,9,1,1,1,1,1,1,2,empty_cylinders_not_collected,2022,3,48,COPD_exacerbation,46,2,0,1,0,914.0,10.0,1,generator_only,0
814,referral_hospital,O2_0033,urban,289,1,1,1,1,oxygen_concentrator,4,3,0.3,1,8,6,2,0,1,1,0,1,1,2,cylinder_delivery_delay,2021,12,46,trauma,22,24,0,5,0,898.0,4.0,1,generator_only,4
815,referral_hospital,O2_0172,urban,274,1,1,1,1,cylinder_piped,6,6,3.8,1,16,5,3,0,1,1,1,1,1,0,not_applicable,2024,8,46,pneumonia_adult,36,10,1,1,0,783.0,5.0,0,grid_reliable,10
816,referral_hospital,O2_0126,rural,226,1,1,1,1,PSA_plant_onsite,2,1,1.7,1,10,6,4,0,1,1,1,1,1,0,not_applicable,2024,4,41,pneumonia_child,25,16,1,3,0,755.0,36.0,1,grid_reliable,1
817,referral_hospital,O2_0085,urban,238,1,1,1,1,LOX_bulk_tank,5,3,0.8,1,9,3,13,0,1,1,1,1,1,0,not_applicable,2022,9,36,COVID19_severe,33,3,1,1,0,729.0,57.0,1,grid_unreliable,2
818,referral_hospital,O2_0065,urban,243,1,1,1,1,PSA_plant_onsite,0,0,4.8,1,14,5,8,0,1,0,0,0,0,29,power_outage,2023,6,43,trauma,0,43,0,16,12,863.0,11.0,1,grid_reliable,22
819,referral_hospital,O2_0067,urban,227,1,1,1,1,cylinder_piped,0,0,0.2,1,17,6,7,0,1,0,0,1,1,0,not_applicable,2023,3,33,pneumonia_adult,28,5,0,2,0,710.0,41.0,1,grid_unreliable,0
820,referral_hospital,O2_0149,urban,257,1,1,1,1,cylinder_portable,0,0,2.0,1,13,7,0,0,1,1,1,1,1,1,demand_surge,2022,6,47,surgical_anaesthesia,35,12,0,4,0,515.0,11.0,1,grid_unreliable,0
821,referral_hospital,O2_0101,urban,258,1,1,1,1,oxygen_concentrator,6,3,2.8,1,9,3,1,0,1,1,1,1,0,0,not_applicable,2024,2,49,COVID19_severe,36,13,0,4,0,883.0,9.0,0,grid_reliable,4
822,referral_hospital,O2_0073,rural,176,1,1,1,1,oxygen_concentrator,2,1,2.1,1,11,3,2,0,1,1,0,1,0,0,not_applicable,2023,3,55,severe_malaria,54,1,1,0,0,522.0,8.0,0,solar,3
823,referral_hospital,O2_0074,urban,221,1,1,1,1,LOX_bulk_tank,0,0,10.7,1,7,7,7,0,1,1,0,0,0,1,demand_surge,2024,6,33,COPD_exacerbation,0,33,0,10,7,886.0,4.0,1,grid_reliable,0
824,referral_hospital,O2_0024,urban,249,1,1,1,1,PSA_plant_onsite,0,0,1.0,1,13,3,1,1,1,1,0,1,1,0,not_applicable,2021,10,39,pneumonia_adult,31,8,1,3,0,955.0,9.0,1,grid_unreliable,7
825,referral_hospital,O2_0024,urban,204,1,1,1,1,LOX_bulk_tank,0,0,1.3,1,12,9,23,0,1,1,1,1,1,0,not_applicable,2024,4,49,heart_failure,33,16,1,6,0,527.0,21.0,1,grid_unreliable,0
826,referral_hospital,O2_0170,peri_urban,261,1,1,1,1,PSA_plant_onsite,0,0,0.6,1,7,5,0,1,1,1,1,1,1,0,not_applicable,2023,8,35,COVID19_severe,23,12,1,5,0,660.0,66.0,1,grid_unreliable,2
827,referral_hospital,O2_0154,rural,214,1,1,1,1,LOX_bulk_tank,0,0,2.5,1,6,5,3,0,1,1,1,1,1,0,not_applicable,2023,8,35,sepsis,29,6,1,4,0,891.0,17.0,1,grid_unreliable,0
828,referral_hospital,O2_0158,rural,240,1,1,1,1,LOX_bulk_tank,0,0,0.3,1,17,5,8,0,1,0,0,1,1,0,not_applicable,2021,8,42,COPD_exacerbation,33,9,1,2,0,913.0,1.0,1,grid_unreliable,3
829,referral_hospital,O2_0014,rural,264,1,1,1,1,LOX_bulk_tank,8,5,1.2,1,7,8,6,0,1,1,1,1,1,0,not_applicable,2022,6,45,neonatal_respiratory,45,0,1,0,0,771.0,21.0,1,grid_unreliable,1
830,referral_hospital,O2_0015,urban,240,1,1,1,1,cylinder_piped,0,0,2.7,1,13,8,1,0,1,1,0,0,0,12,demand_surge,2022,10,36,pneumonia_adult,0,36,0,10,9,706.0,61.0,1,generator_only,4
831,referral_hospital,O2_0041,peri_urban,287,1,1,1,1,PSA_plant_onsite,0,0,3.0,1,10,7,0,0,1,1,1,1,1,4,cylinder_delivery_delay,2022,6,33,sepsis,18,15,1,7,0,462.0,27.0,0,grid_unreliable,6
832,referral_hospital,O2_0050,urban,278,1,1,1,1,cylinder_piped,0,0,7.4,1,11,3,8,0,1,1,1,1,1,0,not_applicable,2022,6,33,neonatal_respiratory,21,12,1,4,0,877.0,2.0,1,grid_unreliable,7
833,referral_hospital,O2_0180,peri_urban,230,1,1,1,1,cylinder_piped,0,0,16.2,1,11,7,0,0,1,1,0,1,1,0,not_applicable,2024,10,28,trauma,23,5,1,1,0,749.0,0.0,0,grid_reliable,1
834,referral_hospital,O2_0172,urban,252,1,1,1,1,oxygen_concentrator,6,3,0.7,1,5,2,4,0,1,1,1,1,1,1,concentrator_malfunction,2024,4,45,other_hypoxemia,45,0,1,0,0,943.0,24.0,1,grid_unreliable,11
835,referral_hospital,O2_0121,urban,216,1,1,1,1,cylinder_portable,3,1,2.8,1,12,5,10,0,1,1,1,1,1,0,not_applicable,2021,2,42,asthma_severe,29,13,1,5,0,948.0,1.0,0,grid_reliable,4
836,referral_hospital,O2_0047,peri_urban,312,1,1,1,1,oxygen_concentrator,2,1,0.3,1,19,9,0,0,1,1,0,1,1,0,not_applicable,2021,5,37,pneumonia_adult,34,3,1,0,0,838.0,4.0,1,solar,0
837,referral_hospital,O2_0086,peri_urban,286,1,1,1,1,LOX_bulk_tank,4,2,0.5,1,10,6,0,0,1,1,1,1,1,0,not_applicable,2024,11,36,sepsis,19,17,0,6,0,988.0,5.0,1,grid_unreliable,0
838,referral_hospital,O2_0197,urban,272,1,1,1,1,cylinder_piped,0,0,11.6,1,16,6,0,0,1,1,1,1,1,0,not_applicable,2023,3,39,COVID19_severe,38,1,0,1,0,827.0,26.0,1,grid_unreliable,0
839,referral_hospital,O2_0098,urban,360,1,1,1,1,PSA_plant_onsite,0,0,0.9,1,4,3,0,1,1,1,1,1,1,0,not_applicable,2022,3,50,neonatal_respiratory,39,11,1,5,0,629.0,2.0,1,grid_reliable,6
840,referral_hospital,O2_0072,rural,260,1,1,1,1,LOX_bulk_tank,7,6,0.7,1,13,5,2,0,1,1,1,1,1,0,not_applicable,2022,8,42,trauma,36,6,1,0,0,852.0,2.0,1,generator_only,13
841,referral_hospital,O2_0171,peri_urban,200,1,1,1,1,LOX_bulk_tank,0,0,8.2,1,11,7,0,0,1,1,0,0,0,1,power_outage,2023,8,38,sepsis,0,38,0,13,10,866.0,1.0,0,solar,0
842,referral_hospital,O2_0136,peri_urban,206,1,1,1,1,LOX_bulk_tank,0,0,0.2,1,10,6,5,0,1,1,1,1,1,0,not_applicable,2023,7,44,asthma_severe,29,15,1,4,0,411.0,10.0,1,grid_reliable,1
843,referral_hospital,O2_0024,peri_urban,224,1,1,1,1,cylinder_portable,7,2,0.2,1,15,2,5,0,1,1,1,1,0,2,piping_system_leak,2024,7,40,pneumonia_child,35,5,1,1,0,665.0,5.0,1,generator_only,0
844,referral_hospital,O2_0032,urban,257,1,1,1,1,LOX_bulk_tank,0,0,9.4,1,11,6,1,0,1,1,1,1,1,0,not_applicable,2022,2,46,pneumonia_child,44,2,1,1,0,739.0,5.0,1,solar,5
845,referral_hospital,O2_0159,urban,258,1,1,1,1,cylinder_piped,5,5,2.7,1,10,3,2,0,1,1,1,1,1,2,PSA_plant_breakdown,2024,9,38,heart_failure,29,9,1,5,0,990.0,5.0,1,grid_reliable,0
846,referral_hospital,O2_0115,peri_urban,241,1,1,1,1,LOX_bulk_tank,5,2,2.7,1,14,7,6,0,1,1,0,0,0,9,power_outage,2021,3,51,severe_malaria,0,51,0,15,5,852.0,3.0,0,grid_unreliable,1
847,referral_hospital,O2_0144,peri_urban,283,1,1,1,1,PSA_plant_onsite,0,0,3.7,1,11,3,6,1,1,1,0,1,1,15,no_oxygen_source,2022,3,35,heart_failure,23,12,1,4,0,519.0,21.0,1,grid_unreliable,12
848,referral_hospital,O2_0178,rural,312,1,1,1,1,LOX_bulk_tank,0,0,1.7,1,11,4,0,0,1,1,1,1,1,0,not_applicable,2022,11,42,trauma,38,4,1,1,0,744.0,51.0,1,none,0
849,referral_hospital,O2_0160,peri_urban,200,1,1,1,1,cylinder_piped,0,0,7.4,1,11,2,0,0,1,0,0,1,1,0,not_applicable,2023,7,39,COVID19_severe,31,8,0,3,0,747.0,3.0,0,grid_unreliable,3
850,referral_hospital,O2_0091,urban,310,1,1,1,1,PSA_plant_onsite,9,6,1.0,1,6,5,8,1,1,1,1,0,0,2,power_outage,2022,8,56,neonatal_respiratory,0,56,0,15,33,748.0,13.0,1,grid_unreliable,20
851,referral_hospital,O2_0046,peri_urban,218,1,1,1,1,PSA_plant_onsite,0,0,4.9,1,10,2,8,0,1,1,1,1,0,0,not_applicable,2024,2,33,pneumonia_adult,19,14,1,7,0,899.0,5.0,1,grid_reliable,10
852,referral_hospital,O2_0125,rural,206,1,1,1,1,LOX_bulk_tank,0,0,1.4,1,9,6,9,0,1,0,0,1,1,0,not_applicable,2023,10,44,neonatal_respiratory,38,6,0,3,0,794.0,8.0,1,grid_unreliable,1
853,referral_hospital,O2_0013,peri_urban,265,1,1,1,1,oxygen_concentrator,2,1,3.0,1,7,5,1,0,1,1,1,0,0,1,concentrator_malfunction,2022,12,31,COPD_exacerbation,0,31,0,15,18,924.0,8.0,1,grid_reliable,1
854,referral_hospital,O2_0188,rural,170,1,1,1,1,LOX_bulk_tank,0,0,1.1,1,5,5,1,0,1,1,1,1,1,4,demand_surge,2021,12,46,pneumonia_child,44,2,1,1,0,1066.0,14.0,1,grid_reliable,3
855,referral_hospital,O2_0022,urban,219,1,1,1,1,LOX_bulk_tank,4,3,0.1,1,13,6,1,0,1,1,1,1,1,1,power_outage,2024,6,34,pneumonia_adult,28,6,1,1,0,712.0,20.0,1,grid_reliable,1
856,referral_hospital,O2_0064,urban,249,1,1,1,1,LOX_bulk_tank,0,0,0.7,1,13,1,1,0,1,1,0,1,0,15,supplier_stockout,2023,11,58,heart_failure,47,11,1,4,0,798.0,15.0,1,solar,2
857,referral_hospital,O2_0185,urban,307,1,1,1,1,LOX_bulk_tank,0,0,1.1,1,10,13,7,0,1,1,0,1,0,0,not_applicable,2021,10,42,surgical_anaesthesia,36,6,1,1,0,934.0,40.0,1,grid_reliable,20
858,referral_hospital,O2_0017,rural,294,1,1,1,1,PSA_plant_onsite,6,3,0.8,1,11,3,9,1,1,1,1,1,1,0,not_applicable,2022,4,38,neonatal_respiratory,38,0,1,0,0,821.0,14.0,1,grid_reliable,6
859,referral_hospital,O2_0091,urban,211,1,1,1,1,oxygen_concentrator,6,4,0.0,1,13,4,12,0,1,0,0,1,1,1,PSA_plant_breakdown,2023,11,37,COPD_exacerbation,34,3,1,3,0,1089.0,5.0,1,none,11
860,referral_hospital,O2_0130,urban,186,1,1,1,1,oxygen_concentrator,7,4,3.2,1,19,3,7,0,1,1,1,1,1,4,PSA_plant_breakdown,2024,5,40,asthma_severe,32,8,0,2,0,630.0,35.0,1,grid_unreliable,6
861,referral_hospital,O2_0161,urban,244,1,1,1,1,oxygen_concentrator,4,3,5.0,1,10,2,0,0,1,1,1,1,1,10,cylinder_delivery_delay,2023,2,42,surgical_anaesthesia,34,8,1,3,0,576.0,2.0,1,grid_reliable,3
862,referral_hospital,O2_0083,peri_urban,192,1,1,1,1,oxygen_concentrator,10,7,1.8,1,9,8,0,0,1,1,0,0,0,18,piping_system_leak,2024,8,33,pneumonia_adult,0,33,0,9,5,552.0,13.0,1,generator_only,5
863,referral_hospital,O2_0167,urban,372,1,1,1,1,cylinder_piped,0,0,0.1,1,8,6,9,0,1,1,1,1,0,0,not_applicable,2022,2,43,COPD_exacerbation,32,11,1,4,0,563.0,5.0,1,generator_only,6
864,referral_hospital,O2_0152,urban,247,1,1,1,1,LOX_bulk_tank,0,0,4.6,1,9,10,0,0,1,1,0,1,1,1,cylinder_delivery_delay,2024,10,31,heart_failure,26,5,1,2,0,756.0,21.0,1,grid_reliable,5
865,referral_hospital,O2_0003,urban,304,1,1,1,1,LOX_bulk_tank,0,0,9.0,1,7,1,2,0,1,1,1,1,1,0,not_applicable,2022,1,41,pneumonia_child,36,5,1,2,0,869.0,61.0,1,grid_unreliable,3
866,referral_hospital,O2_0085,urban,254,1,1,1,1,PSA_plant_onsite,0,0,0.1,1,9,5,2,0,1,1,1,0,0,30,empty_cylinders_not_collected,2021,3,35,surgical_anaesthesia,0,35,0,11,17,987.0,8.0,1,grid_unreliable,9
867,referral_hospital,O2_0168,peri_urban,277,1,1,1,1,PSA_plant_onsite,0,0,6.2,1,12,7,9,0,1,1,0,1,1,1,PSA_plant_breakdown,2021,12,43,COVID19_severe,26,17,0,5,0,981.0,18.0,0,grid_unreliable,4
868,referral_hospital,O2_0056,urban,249,1,1,1,1,LOX_bulk_tank,0,0,0.3,1,10,5,1,0,1,1,1,0,0,6,concentrator_malfunction,2023,7,39,COPD_exacerbation,0,39,0,12,12,903.0,4.0,1,generator_only,11
869,referral_hospital,O2_0066,urban,302,1,1,1,1,LOX_bulk_tank,0,0,0.9,1,13,7,4,0,1,1,0,1,1,0,not_applicable,2024,6,42,sepsis,26,16,1,5,0,589.0,5.0,1,solar,4
870,referral_hospital,O2_0150,peri_urban,296,1,1,1,1,PSA_plant_onsite,0,0,0.2,1,6,6,1,0,1,1,0,1,1,0,not_applicable,2022,5,47,COPD_exacerbation,37,10,1,5,0,837.0,37.0,1,solar,9
871,referral_hospital,O2_0044,peri_urban,178,1,1,1,1,LOX_bulk_tank,0,0,4.3,1,11,2,1,0,1,1,1,1,1,0,not_applicable,2021,12,32,surgical_anaesthesia,26,6,1,3,0,624.0,9.0,1,none,4
872,referral_hospital,O2_0089,urban,214,1,1,1,1,PSA_plant_onsite,6,5,0.2,1,9,7,0,0,1,1,1,1,1,0,not_applicable,2024,8,39,severe_malaria,29,10,1,4,0,730.0,12.0,1,generator_only,1
873,referral_hospital,O2_0022,urban,222,1,1,1,1,PSA_plant_onsite,0,0,1.1,1,10,5,6,1,1,0,0,1,1,0,not_applicable,2022,11,47,severe_malaria,37,10,1,6,0,981.0,6.0,1,grid_reliable,5
874,referral_hospital,O2_0079,urban,226,1,1,1,1,oxygen_concentrator,6,5,0.2,1,9,11,3,0,1,1,1,1,1,0,not_applicable,2024,12,38,surgical_anaesthesia,26,12,1,7,0,878.0,24.0,1,grid_reliable,4
875,referral_hospital,O2_0142,rural,270,1,1,1,1,oxygen_concentrator,8,5,5.5,1,19,6,7,0,1,1,1,1,0,0,not_applicable,2023,9,47,neonatal_respiratory,35,12,1,3,0,1007.0,11.0,1,grid_unreliable,3
876,referral_hospital,O2_0143,peri_urban,206,1,1,1,1,cylinder_piped,0,0,5.5,1,10,5,7,0,1,1,1,0,0,2,PSA_plant_breakdown,2021,8,42,severe_malaria,0,42,0,20,17,1030.0,2.0,1,grid_reliable,6
877,referral_hospital,O2_0107,urban,258,1,1,1,1,cylinder_piped,0,0,0.7,1,12,5,2,0,1,0,0,1,1,3,power_outage,2021,10,42,pneumonia_child,23,19,1,2,0,1035.0,1.0,1,grid_unreliable,2
878,referral_hospital,O2_0175,urban,301,1,1,1,1,cylinder_portable,0,0,2.1,1,8,3,14,0,1,1,0,1,0,0,not_applicable,2021,7,45,neonatal_respiratory,24,21,1,6,0,1025.0,18.0,1,generator_only,5
879,referral_hospital,O2_0190,urban,201,1,1,1,1,PSA_plant_onsite,0,0,0.2,1,12,3,1,0,1,1,1,0,0,17,cylinder_delivery_delay,2021,5,39,severe_malaria,0,39,0,11,1,787.0,24.0,1,grid_unreliable,19
880,referral_hospital,O2_0007,urban,169,1,1,1,1,LOX_bulk_tank,0,0,3.3,1,13,4,0,0,1,1,1,1,1,0,not_applicable,2021,1,38,neonatal_respiratory,27,11,0,5,0,777.0,25.0,1,grid_reliable,15
881,referral_hospital,O2_0133,peri_urban,228,1,1,1,1,oxygen_concentrator,4,3,1.7,1,14,7,6,0,1,1,1,1,1,0,not_applicable,2021,5,38,COVID19_severe,37,1,1,0,0,860.0,6.0,1,grid_reliable,0
882,referral_hospital,O2_0006,peri_urban,303,1,1,1,1,oxygen_concentrator,4,2,3.8,1,9,8,4,0,1,1,1,0,0,5,PSA_plant_breakdown,2023,1,34,neonatal_respiratory,0,34,0,11,6,814.0,16.0,1,grid_reliable,2
883,referral_hospital,O2_0172,peri_urban,230,1,1,1,1,LOX_bulk_tank,0,0,1.9,1,3,7,6,0,1,1,1,1,0,0,not_applicable,2023,11,33,pneumonia_child,23,10,1,2,0,969.0,11.0,0,grid_reliable,1
884,referral_hospital,O2_0031,peri_urban,254,1,1,1,1,cylinder_piped,0,0,2.0,1,13,7,2,0,1,0,0,1,1,2,concentrator_malfunction,2023,9,38,pneumonia_child,35,3,1,1,0,849.0,18.0,1,grid_unreliable,0
885,referral_hospital,O2_0034,rural,288,1,1,1,1,PSA_plant_onsite,0,0,0.2,1,11,6,4,0,1,1,1,1,1,0,not_applicable,2023,4,53,COVID19_severe,29,24,1,5,0,851.0,8.0,1,grid_unreliable,5
886,referral_hospital,O2_0111,urban,285,1,1,1,1,PSA_plant_onsite,8,1,4.5,1,7,6,0,1,1,1,0,1,1,0,not_applicable,2024,7,40,pneumonia_adult,32,8,0,2,0,622.0,3.0,1,generator_only,12
887,referral_hospital,O2_0085,urban,201,1,1,1,1,cylinder_portable,0,0,6.2,1,11,6,5,0,1,1,1,1,1,0,not_applicable,2023,11,44,other_hypoxemia,23,21,1,9,0,715.0,2.0,1,grid_unreliable,9
888,referral_hospital,O2_0173,peri_urban,194,1,1,1,1,PSA_plant_onsite,0,0,0.4,1,9,10,9,0,1,1,1,1,1,0,not_applicable,2024,6,39,surgical_anaesthesia,39,0,1,0,0,1155.0,7.0,1,grid_reliable,5
889,referral_hospital,O2_0139,urban,246,1,1,1,1,PSA_plant_onsite,0,0,5.4,1,7,6,6,0,1,1,0,1,1,0,not_applicable,2023,8,38,neonatal_respiratory,28,10,0,3,0,633.0,17.0,0,generator_only,6
890,referral_hospital,O2_0033,peri_urban,214,1,1,1,1,PSA_plant_onsite,0,0,6.3,1,8,3,2,1,1,1,1,1,0,2,demand_surge,2024,12,47,pneumonia_child,32,15,1,5,0,716.0,5.0,1,none,0
891,referral_hospital,O2_0095,urban,189,1,1,1,1,LOX_bulk_tank,0,0,1.9,1,6,2,0,0,1,1,1,1,0,0,not_applicable,2021,1,40,surgical_anaesthesia,30,10,1,5,0,779.0,20.0,1,solar,9
892,referral_hospital,O2_0023,urban,244,1,1,1,1,oxygen_concentrator,6,4,0.5,1,12,5,4,0,1,1,1,1,0,1,PSA_plant_breakdown,2024,5,40,trauma,32,8,1,2,0,897.0,12.0,0,solar,0
893,referral_hospital,O2_0055,urban,278,1,1,1,1,PSA_plant_onsite,0,0,0.2,1,5,7,3,0,1,1,0,1,1,0,not_applicable,2024,6,41,pneumonia_child,38,3,1,0,0,641.0,12.0,1,grid_reliable,16
894,referral_hospital,O2_0106,urban,297,1,1,1,1,LOX_bulk_tank,0,0,4.3,1,10,5,0,0,1,0,0,1,1,0,not_applicable,2022,8,40,COVID19_severe,32,8,1,2,0,842.0,19.0,1,grid_reliable,8
895,referral_hospital,O2_0019,peri_urban,279,1,1,1,1,LOX_bulk_tank,0,0,13.7,1,15,3,2,0,1,1,1,0,0,7,power_outage,2021,1,43,surgical_anaesthesia,0,43,0,15,8,958.0,25.0,1,grid_reliable,4
896,referral_hospital,O2_0061,urban,258,1,1,1,1,oxygen_concentrator,2,1,1.1,1,11,2,0,0,1,1,1,1,1,0,not_applicable,2022,2,45,severe_malaria,31,14,1,6,0,1022.0,4.0,1,grid_unreliable,12
897,referral_hospital,O2_0123,peri_urban,297,1,1,1,1,oxygen_concentrator,3,2,0.2,1,15,11,0,0,1,1,1,1,1,0,not_applicable,2021,7,26,pneumonia_adult,26,0,1,0,0,730.0,1.0,1,grid_reliable,0
898,referral_hospital,O2_0018,urban,241,1,1,1,1,LOX_bulk_tank,0,0,12.7,1,12,5,1,0,1,0,0,1,1,15,PSA_plant_breakdown,2022,1,54,pneumonia_adult,36,18,1,4,0,680.0,3.0,1,generator_only,10
899,referral_hospital,O2_0011,peri_urban,200,1,1,1,1,PSA_plant_onsite,0,0,3.4,1,6,8,9,1,1,1,0,1,1,0,not_applicable,2022,8,33,pneumonia_child,30,3,1,1,0,1118.0,5.0,1,grid_reliable,0
900,referral_hospital,O2_0112,urban,259,1,1,1,1,PSA_plant_onsite,0,0,2.6,1,10,5,3,0,1,1,1,0,0,10,no_oxygen_source,2021,10,49,neonatal_respiratory,0,49,0,17,11,472.0,5.0,0,generator_only,4
901,referral_hospital,O2_0021,urban,218,1,1,1,1,PSA_plant_onsite,0,0,5.3,1,8,6,1,1,1,1,1,0,0,29,cylinder_delivery_delay,2023,5,39,asthma_severe,0,39,0,9,16,733.0,9.0,0,generator_only,1
902,referral_hospital,O2_0160,urban,254,1,1,1,1,PSA_plant_onsite,4,2,1.6,1,10,9,0,1,1,1,0,1,0,0,not_applicable,2024,3,47,neonatal_respiratory,47,0,1,0,0,888.0,9.0,1,grid_reliable,4
903,referral_hospital,O2_0079,peri_urban,200,1,1,1,1,PSA_plant_onsite,0,0,4.0,1,6,12,2,1,1,1,0,1,0,0,not_applicable,2023,9,41,trauma,27,14,0,4,0,778.0,8.0,1,grid_reliable,0
904,referral_hospital,O2_0045,peri_urban,239,1,1,1,1,LOX_bulk_tank,0,0,0.3,1,12,4,1,0,1,1,1,0,0,23,piping_system_leak,2023,4,33,pneumonia_adult,0,33,0,10,8,795.0,2.0,1,grid_unreliable,3
905,referral_hospital,O2_0033,rural,319,1,1,1,1,cylinder_piped,5,3,1.5,1,6,1,0,0,1,1,0,1,0,0,not_applicable,2022,1,34,neonatal_respiratory,27,7,1,2,0,814.0,24.0,1,none,14
906,referral_hospital,O2_0074,urban,270,1,1,1,1,cylinder_portable,0,0,1.1,1,12,5,6,0,1,1,1,1,1,0,not_applicable,2022,5,37,severe_malaria,26,11,1,3,0,889.0,17.0,1,solar,1
907,referral_hospital,O2_0173,rural,243,1,1,1,1,oxygen_concentrator,2,1,9.3,1,11,4,0,0,1,0,0,1,0,0,not_applicable,2022,10,43,COPD_exacerbation,32,11,1,1,0,570.0,14.0,1,grid_unreliable,9
908,referral_hospital,O2_0167,rural,231,1,1,1,1,cylinder_piped,0,0,4.5,1,10,4,0,0,1,1,1,1,1,0,not_applicable,2023,3,52,surgical_anaesthesia,49,3,1,0,0,934.0,17.0,1,grid_reliable,21
909,referral_hospital,O2_0137,urban,253,1,1,1,1,oxygen_concentrator,8,3,0.1,1,9,3,17,0,1,1,1,0,0,30,power_outage,2024,2,36,heart_failure,0,36,0,13,10,1071.0,2.0,1,grid_reliable,3
910,referral_hospital,O2_0002,urban,292,1,1,1,1,PSA_plant_onsite,0,0,4.6,1,13,7,4,0,1,1,0,1,0,0,not_applicable,2023,11,35,severe_malaria,31,4,1,2,0,636.0,9.0,1,grid_reliable,0
911,referral_hospital,O2_0083,urban,280,1,1,1,1,cylinder_portable,0,0,0.7,1,6,8,2,0,1,0,0,1,1,0,not_applicable,2023,10,31,neonatal_respiratory,25,6,0,0,0,821.0,2.0,1,grid_unreliable,10
912,referral_hospital,O2_0077,urban,256,1,1,1,1,LOX_bulk_tank,0,0,11.4,1,12,4,5,0,1,1,1,1,1,0,not_applicable,2023,6,36,COVID19_severe,28,8,1,3,0,580.0,11.0,1,grid_unreliable,8
913,referral_hospital,O2_0141,peri_urban,210,1,1,1,1,cylinder_piped,0,0,0.9,1,10,7,3,0,1,1,1,1,1,1,supplier_stockout,2024,6,48,sepsis,47,1,1,1,0,844.0,8.0,1,grid_unreliable,0
914,referral_hospital,O2_0099,peri_urban,279,1,1,1,1,LOX_bulk_tank,0,0,1.1,1,6,9,2,0,1,1,1,0,0,2,supplier_stockout,2021,5,48,pneumonia_adult,0,48,0,14,7,953.0,3.0,1,grid_unreliable,8
915,referral_hospital,O2_0093,urban,255,1,1,1,1,PSA_plant_onsite,0,0,1.7,1,11,12,1,1,1,1,1,1,0,0,not_applicable,2024,6,34,severe_malaria,27,7,0,4,0,1321.0,4.0,1,grid_reliable,9
916,referral_hospital,O2_0010,rural,263,1,1,1,1,PSA_plant_onsite,0,0,3.3,1,13,5,0,1,1,0,0,1,1,0,not_applicable,2023,9,47,pneumonia_child,36,11,1,4,0,820.0,1.0,1,grid_reliable,0
917,referral_hospital,O2_0042,urban,268,1,1,1,1,PSA_plant_onsite,0,0,5.8,1,11,3,3,1,1,1,1,1,1,0,not_applicable,2021,4,37,COPD_exacerbation,37,0,1,0,0,403.0,11.0,1,solar,5
918,referral_hospital,O2_0117,urban,216,1,1,1,1,cylinder_piped,0,0,3.5,1,9,4,3,0,1,1,0,0,0,12,cylinder_delivery_delay,2023,4,45,pneumonia_child,0,45,0,17,16,1033.0,20.0,1,grid_reliable,3
919,referral_hospital,O2_0051,peri_urban,202,1,1,1,1,cylinder_piped,5,3,2.6,1,10,6,8,0,1,1,0,1,1,1,regulator_valve_failure,2024,1,48,pneumonia_adult,40,8,1,4,0,785.0,10.0,1,grid_reliable,7
920,referral_hospital,O2_0162,peri_urban,230,1,1,1,1,PSA_plant_onsite,0,0,5.9,1,8,4,4,1,1,1,1,1,1,9,demand_surge,2023,12,39,COVID19_severe,23,16,1,4,0,1141.0,15.0,1,grid_reliable,2
921,referral_hospital,O2_0010,urban,304,1,1,1,1,PSA_plant_onsite,0,0,1.4,1,14,6,0,0,1,1,1,0,0,10,concentrator_malfunction,2022,6,32,COPD_exacerbation,0,32,0,13,2,635.0,1.0,1,grid_reliable,3
922,referral_hospital,O2_0199,urban,288,1,1,1,1,LOX_bulk_tank,0,0,2.2,1,9,5,1,0,1,0,0,1,1,0,not_applicable,2023,3,30,pneumonia_child,30,0,1,0,0,960.0,2.0,0,grid_reliable,2
923,referral_hospital,O2_0070,urban,303,1,1,1,1,PSA_plant_onsite,0,0,8.1,1,10,6,1,1,1,1,0,1,1,0,not_applicable,2024,7,38,heart_failure,17,21,1,8,0,925.0,24.0,0,grid_reliable,2
924,referral_hospital,O2_0071,rural,227,1,1,1,1,PSA_plant_onsite,5,3,1.9,1,8,7,15,0,1,1,1,1,1,0,not_applicable,2024,12,27,COVID19_severe,27,0,0,0,0,689.0,1.0,1,grid_unreliable,0
925,referral_hospital,O2_0105,rural,267,1,1,1,1,cylinder_portable,0,0,0.2,1,12,4,1,0,1,1,0,1,1,0,not_applicable,2023,3,34,heart_failure,24,10,1,4,0,666.0,2.0,1,grid_unreliable,4
926,referral_hospital,O2_0096,urban,314,1,1,1,1,cylinder_portable,0,0,3.9,1,5,10,4,0,1,0,0,1,1,0,not_applicable,2022,12,31,other_hypoxemia,29,2,0,1,0,841.0,5.0,1,solar,2
927,referral_hospital,O2_0059,rural,228,1,1,1,1,cylinder_portable,0,0,0.1,1,13,4,2,0,1,1,1,1,0,0,not_applicable,2024,12,41,neonatal_respiratory,26,15,1,2,0,899.0,18.0,1,solar,8
928,referral_hospital,O2_0083,urban,192,1,1,1,1,cylinder_piped,0,0,1.1,1,12,3,7,0,1,1,1,1,1,0,not_applicable,2024,1,42,neonatal_respiratory,29,13,1,4,0,901.0,11.0,0,generator_only,0
929,referral_hospital,O2_0066,urban,243,1,1,1,1,PSA_plant_onsite,0,0,0.0,1,15,7,4,0,1,1,1,0,0,3,demand_surge,2022,1,46,pneumonia_child,0,46,0,11,8,854.0,8.0,1,grid_unreliable,4
930,referral_hospital,O2_0051,peri_urban,265,1,1,1,1,LOX_bulk_tank,0,0,1.2,1,7,4,9,0,1,1,1,1,1,0,not_applicable,2021,2,51,pneumonia_adult,35,16,1,2,0,690.0,17.0,1,solar,4
931,referral_hospital,O2_0091,peri_urban,221,1,1,1,1,oxygen_concentrator,3,1,4.9,1,7,2,12,0,1,1,1,1,1,0,not_applicable,2022,5,28,heart_failure,28,0,1,0,0,603.0,14.0,1,generator_only,3
932,referral_hospital,O2_0049,urban,197,1,1,1,1,oxygen_concentrator,4,2,3.2,1,11,4,0,0,1,1,1,1,0,0,not_applicable,2021,9,41,trauma,41,0,1,0,0,990.0,5.0,1,solar,0
933,referral_hospital,O2_0025,peri_urban,271,1,1,1,1,cylinder_piped,0,0,8.3,1,12,8,0,0,1,1,1,0,0,4,PSA_plant_breakdown,2021,2,34,asthma_severe,0,34,0,13,17,638.0,14.0,0,grid_reliable,5
934,referral_hospital,O2_0180,urban,318,1,1,1,1,LOX_bulk_tank,0,0,0.4,1,9,5,0,0,1,1,1,1,0,0,not_applicable,2023,4,39,sepsis,28,11,1,5,0,864.0,11.0,1,solar,0
935,referral_hospital,O2_0162,urban,283,1,1,1,1,cylinder_piped,0,0,1.8,1,6,5,0,0,1,1,1,0,0,12,cylinder_delivery_delay,2024,9,31,COPD_exacerbation,0,31,0,14,12,800.0,7.0,1,grid_reliable,2
936,referral_hospital,O2_0038,peri_urban,312,1,1,1,1,LOX_bulk_tank,0,0,3.3,1,10,4,4,0,1,1,1,1,1,0,not_applicable,2024,7,35,pneumonia_adult,29,6,1,1,0,677.0,30.0,1,grid_unreliable,2
937,referral_hospital,O2_0165,rural,279,1,1,1,1,LOX_bulk_tank,0,0,1.3,1,14,2,5,0,1,1,0,1,0,0,not_applicable,2022,1,45,pneumonia_adult,34,11,1,5,0,954.0,6.0,1,none,13
938,referral_hospital,O2_0065,peri_urban,239,1,1,1,1,LOX_bulk_tank,0,0,0.9,1,9,9,1,0,1,0,0,1,1,0,not_applicable,2024,11,37,sepsis,31,6,0,2,0,730.0,1.0,1,grid_reliable,1
939,referral_hospital,O2_0069,urban,253,1,1,1,1,PSA_plant_onsite,0,0,2.6,1,9,8,12,0,1,1,1,0,0,1,demand_surge,2022,10,43,trauma,0,43,0,12,0,585.0,5.0,1,none,5
940,referral_hospital,O2_0151,peri_urban,315,1,1,1,1,oxygen_concentrator,4,2,1.5,1,9,0,1,0,1,1,1,1,0,1,funding_for_refill,2023,7,64,asthma_severe,42,22,1,8,0,753.0,4.0,1,grid_reliable,12
941,referral_hospital,O2_0061,urban,295,1,1,1,1,oxygen_concentrator,5,2,0.9,1,10,7,7,0,1,1,1,1,1,0,not_applicable,2021,1,33,pneumonia_adult,33,0,1,0,0,905.0,12.0,1,grid_unreliable,0
942,referral_hospital,O2_0190,urban,272,1,1,1,1,cylinder_portable,0,0,0.8,1,7,3,9,0,1,1,1,1,0,0,not_applicable,2021,8,34,surgical_anaesthesia,32,2,1,1,0,748.0,1.0,1,generator_only,6
943,referral_hospital,O2_0106,urban,302,1,1,1,1,LOX_bulk_tank,0,0,2.0,1,10,4,0,0,1,1,0,0,0,5,no_oxygen_source,2021,1,52,sepsis,0,52,0,15,12,694.0,5.0,1,grid_unreliable,4
944,referral_hospital,O2_0197,urban,300,1,1,1,1,PSA_plant_onsite,0,0,2.1,1,14,5,3,0,1,1,1,1,1,0,not_applicable,2022,4,32,COPD_exacerbation,20,12,1,4,0,668.0,36.0,1,grid_unreliable,13
945,referral_hospital,O2_0104,urban,303,1,1,1,1,LOX_bulk_tank,0,0,1.0,1,9,2,2,0,1,1,0,1,0,2,power_outage,2023,4,40,pneumonia_child,37,3,0,2,0,575.0,35.0,1,generator_only,0
946,referral_hospital,O2_0013,rural,186,1,1,1,1,oxygen_concentrator,5,1,2.9,1,12,7,18,0,1,1,1,1,1,0,not_applicable,2023,5,31,COVID19_severe,24,7,1,1,0,572.0,1.0,1,grid_unreliable,3
947,referral_hospital,O2_0012,peri_urban,334,1,1,1,1,PSA_plant_onsite,0,0,0.3,1,9,3,0,1,1,0,0,1,1,0,not_applicable,2023,11,41,surgical_anaesthesia,41,0,1,0,0,902.0,3.0,1,solar,0
948,referral_hospital,O2_0187,rural,292,1,1,1,1,cylinder_piped,0,0,1.0,1,12,4,0,0,1,1,1,1,0,0,not_applicable,2023,2,37,sepsis,37,0,1,0,0,919.0,8.0,1,grid_reliable,0
949,referral_hospital,O2_0092,urban,251,1,1,1,1,cylinder_piped,0,0,3.3,1,7,5,6,0,1,1,1,1,1,0,not_applicable,2021,3,40,pneumonia_child,22,18,1,4,0,868.0,2.0,1,grid_unreliable,6
950,referral_hospital,O2_0196,urban,242,1,1,1,1,PSA_plant_onsite,0,0,2.2,1,7,5,6,1,1,1,1,1,1,0,not_applicable,2024,3,31,pneumonia_child,31,0,1,0,0,632.0,12.0,1,grid_unreliable,2
951,referral_hospital,O2_0134,urban,283,1,1,1,1,LOX_bulk_tank,0,0,3.7,1,11,8,0,0,1,1,1,1,1,1,power_outage,2023,11,50,pneumonia_adult,50,0,0,0,0,711.0,4.0,1,grid_reliable,13
952,referral_hospital,O2_0050,urban,300,1,1,1,1,LOX_bulk_tank,0,0,1.6,1,18,3,1,0,1,1,0,1,1,0,not_applicable,2023,9,38,neonatal_respiratory,31,7,1,2,0,1358.0,5.0,0,grid_reliable,10
953,referral_hospital,O2_0177,urban,227,1,1,1,1,cylinder_piped,0,0,1.4,1,12,6,5,0,1,1,0,1,1,0,not_applicable,2024,6,30,COPD_exacerbation,18,12,1,4,0,871.0,2.0,1,grid_reliable,4
954,referral_hospital,O2_0197,urban,308,1,1,1,1,oxygen_concentrator,8,6,3.3,1,14,7,0,0,1,1,0,1,1,0,not_applicable,2024,2,37,severe_malaria,27,10,0,2,0,592.0,33.0,1,grid_reliable,0
955,referral_hospital,O2_0055,rural,254,1,1,1,1,oxygen_concentrator,4,3,1.9,1,10,3,6,0,1,1,1,1,1,0,not_applicable,2023,12,34,trauma,24,10,0,4,0,656.0,14.0,0,solar,0
956,referral_hospital,O2_0199,urban,248,1,1,1,1,LOX_bulk_tank,0,0,1.9,1,11,5,21,0,1,1,1,0,0,30,PSA_plant_breakdown,2024,7,35,severe_malaria,0,35,0,12,16,957.0,3.0,1,generator_only,3
957,referral_hospital,O2_0013,urban,196,1,1,1,1,LOX_bulk_tank,0,0,8.0,1,5,3,0,0,1,1,0,1,1,0,not_applicable,2023,4,42,asthma_severe,27,15,0,9,0,531.0,2.0,1,grid_unreliable,0
958,referral_hospital,O2_0079,urban,272,1,1,1,1,cylinder_piped,0,0,12.6,1,7,8,1,0,1,1,1,1,1,0,not_applicable,2022,4,41,pneumonia_adult,28,13,1,4,0,864.0,28.0,1,grid_reliable,5
959,referral_hospital,O2_0017,urban,255,1,1,1,1,cylinder_piped,7,4,0.0,1,7,2,1,0,1,1,1,0,0,30,supplier_stockout,2023,4,35,sepsis,0,35,0,17,10,683.0,0.0,1,grid_unreliable,0
960,referral_hospital,O2_0010,peri_urban,223,1,1,1,1,cylinder_piped,0,0,2.9,1,11,4,1,0,1,1,1,1,1,15,empty_cylinders_not_collected,2021,6,30,sepsis,23,7,1,4,0,819.0,10.0,1,grid_reliable,2
961,referral_hospital,O2_0159,peri_urban,234,1,1,1,1,cylinder_piped,0,0,0.8,1,18,2,18,0,1,1,0,1,1,0,not_applicable,2024,12,48,severe_malaria,31,17,1,9,0,1067.0,0.0,1,solar,4
962,referral_hospital,O2_0089,urban,248,1,1,1,1,cylinder_piped,0,0,0.9,1,16,4,7,0,1,1,0,1,1,0,not_applicable,2024,1,45,pneumonia_child,39,6,0,4,0,913.0,6.0,1,grid_unreliable,0
963,referral_hospital,O2_0145,urban,288,1,1,1,1,oxygen_concentrator,4,3,1.9,1,13,4,6,0,1,0,0,1,1,0,not_applicable,2023,1,45,pneumonia_child,27,18,1,10,0,842.0,6.0,1,grid_reliable,1
964,referral_hospital,O2_0108,urban,238,1,1,1,1,cylinder_piped,0,0,3.8,1,6,4,10,0,1,1,1,1,1,0,not_applicable,2024,3,44,pneumonia_adult,41,3,1,2,0,601.0,3.0,1,grid_reliable,0
965,referral_hospital,O2_0076,peri_urban,277,1,1,1,1,cylinder_piped,9,2,3.4,1,6,5,6,0,1,1,1,1,1,11,concentrator_malfunction,2024,12,38,pneumonia_child,33,5,0,2,0,793.0,1.0,1,grid_reliable,0
966,referral_hospital,O2_0012,urban,197,1,1,1,1,LOX_bulk_tank,0,0,13.4,1,8,5,7,0,1,0,0,1,1,0,not_applicable,2023,11,41,trauma,28,13,1,6,0,588.0,44.0,0,generator_only,3
967,referral_hospital,O2_0008,urban,287,1,1,1,1,LOX_bulk_tank,0,0,2.9,1,7,4,22,0,1,1,1,1,1,0,not_applicable,2024,2,39,COVID19_severe,39,0,1,0,0,558.0,7.0,1,grid_reliable,12
968,referral_hospital,O2_0084,urban,291,1,1,1,1,cylinder_piped,0,0,0.3,1,7,3,3,0,1,1,1,1,0,0,not_applicable,2024,11,40,COPD_exacerbation,30,10,0,8,0,542.0,7.0,1,grid_reliable,2
969,referral_hospital,O2_0183,rural,247,1,1,1,1,LOX_bulk_tank,0,0,8.4,1,10,7,6,0,1,1,1,0,0,1,demand_surge,2024,12,46,COVID19_severe,0,46,0,10,13,816.0,5.0,1,generator_only,0
970,referral_hospital,O2_0163,peri_urban,256,1,1,1,1,LOX_bulk_tank,7,3,1.2,1,7,5,9,0,1,1,0,1,1,0,not_applicable,2024,4,49,pneumonia_adult,44,5,1,1,0,993.0,4.0,0,none,0
971,referral_hospital,O2_0173,urban,265,1,1,1,1,PSA_plant_onsite,0,0,0.1,1,7,3,2,0,1,1,1,1,1,0,not_applicable,2023,3,44,heart_failure,27,17,0,6,0,991.0,28.0,1,grid_reliable,8
972,referral_hospital,O2_0014,peri_urban,206,1,1,1,1,oxygen_concentrator,2,0,4.9,1,9,4,0,0,1,1,1,1,1,1,PSA_plant_breakdown,2023,12,46,COPD_exacerbation,26,20,1,7,0,939.0,1.0,1,grid_unreliable,2
973,referral_hospital,O2_0161,urban,329,1,1,1,1,cylinder_piped,0,0,2.8,1,9,2,13,0,1,0,0,1,1,0,not_applicable,2023,9,33,surgical_anaesthesia,24,9,1,3,0,923.0,6.0,1,grid_unreliable,5
974,referral_hospital,O2_0127,urban,198,1,1,1,1,LOX_bulk_tank,0,0,0.4,1,5,8,1,0,1,0,0,0,0,4,power_outage,2023,6,45,pneumonia_child,0,45,0,14,24,990.0,85.0,0,grid_reliable,3
975,referral_hospital,O2_0113,peri_urban,252,1,1,1,1,LOX_bulk_tank,0,0,2.9,1,11,6,1,0,1,1,1,1,1,0,not_applicable,2024,9,29,pneumonia_child,19,10,1,2,0,867.0,21.0,1,grid_unreliable,10
976,referral_hospital,O2_0012,rural,200,1,1,1,1,LOX_bulk_tank,0,0,3.0,1,7,6,5,0,1,1,1,1,1,0,not_applicable,2021,10,40,neonatal_respiratory,21,19,0,5,0,943.0,3.0,1,grid_reliable,0
977,referral_hospital,O2_0197,peri_urban,225,1,1,1,1,LOX_bulk_tank,7,3,0.7,1,11,5,12,0,1,1,1,1,1,0,not_applicable,2023,5,47,trauma,36,11,1,3,0,592.0,2.0,1,grid_unreliable,9
978,referral_hospital,O2_0020,peri_urban,215,1,1,1,1,PSA_plant_onsite,0,0,4.9,1,6,6,7,1,1,0,0,1,1,0,not_applicable,2021,4,38,surgical_anaesthesia,19,19,1,7,0,902.0,2.0,1,generator_only,6
979,referral_hospital,O2_0183,urban,305,1,1,1,1,LOX_bulk_tank,0,0,2.3,1,6,7,22,0,1,1,1,1,1,0,not_applicable,2023,10,36,COVID19_severe,29,7,1,5,0,894.0,11.0,1,grid_reliable,4
980,referral_hospital,O2_0114,peri_urban,254,1,1,1,1,PSA_plant_onsite,6,6,0.4,1,5,6,5,1,1,1,1,1,1,0,not_applicable,2024,6,31,other_hypoxemia,31,0,1,0,0,536.0,37.0,1,grid_reliable,1
981,referral_hospital,O2_0110,peri_urban,253,1,1,1,1,oxygen_concentrator,3,1,4.9,1,8,0,5,0,1,1,0,1,1,0,not_applicable,2022,1,37,severe_malaria,31,6,0,1,0,769.0,16.0,1,grid_unreliable,1
982,referral_hospital,O2_0114,peri_urban,225,1,1,1,1,LOX_bulk_tank,0,0,0.2,1,10,4,16,0,1,1,1,1,1,0,not_applicable,2022,12,38,neonatal_respiratory,30,8,1,3,0,773.0,13.0,1,grid_unreliable,0
983,referral_hospital,O2_0031,urban,291,1,1,1,1,LOX_bulk_tank,3,1,4.5,1,9,4,26,0,1,1,1,1,1,0,not_applicable,2022,3,47,sepsis,47,0,0,0,0,906.0,3.0,1,grid_reliable,3
984,referral_hospital,O2_0199,urban,186,1,1,1,1,cylinder_piped,0,0,1.9,1,7,6,12,0,1,0,0,1,1,0,not_applicable,2023,2,35,COVID19_severe,31,4,0,0,0,925.0,32.0,0,generator_only,0
985,referral_hospital,O2_0159,urban,187,1,1,1,1,PSA_plant_onsite,0,0,6.4,1,9,5,1,0,1,1,1,1,0,0,not_applicable,2022,3,41,neonatal_respiratory,41,0,1,0,0,937.0,5.0,1,grid_reliable,12
986,referral_hospital,O2_0056,peri_urban,273,1,1,1,1,PSA_plant_onsite,0,0,7.8,1,9,2,8,0,1,0,0,1,1,0,not_applicable,2021,6,41,pneumonia_child,34,7,0,4,0,1069.0,38.0,1,grid_reliable,8
987,referral_hospital,O2_0058,urban,263,1,1,1,1,LOX_bulk_tank,0,0,0.1,1,10,3,0,0,1,1,1,1,0,0,not_applicable,2023,7,37,pneumonia_child,35,2,0,1,0,945.0,3.0,0,grid_reliable,6
988,referral_hospital,O2_0158,urban,187,1,1,1,1,oxygen_concentrator,5,4,5.0,1,10,8,11,0,1,1,1,1,0,0,not_applicable,2021,4,31,pneumonia_adult,20,11,1,3,0,922.0,15.0,1,grid_unreliable,1
989,referral_hospital,O2_0157,urban,243,1,1,1,1,PSA_plant_onsite,0,0,3.7,1,12,4,7,1,1,1,0,1,1,0,not_applicable,2024,6,41,trauma,41,0,1,0,0,732.0,10.0,1,grid_reliable,1
990,referral_hospital,O2_0137,urban,183,1,1,1,1,PSA_plant_onsite,4,3,0.0,1,7,5,7,0,1,0,0,1,0,0,not_applicable,2023,11,30,COPD_exacerbation,28,2,1,1,0,619.0,10.0,1,grid_unreliable,2
991,referral_hospital,O2_0026,rural,240,1,1,1,1,PSA_plant_onsite,0,0,3.1,1,15,9,2,1,1,1,0,0,0,21,supplier_stockout,2023,10,50,surgical_anaesthesia,0,50,0,13,15,826.0,23.0,1,solar,7
992,referral_hospital,O2_0025,urban,227,1,1,1,1,PSA_plant_onsite,0,0,4.3,1,8,2,11,0,1,1,0,1,1,0,not_applicable,2022,9,39,neonatal_respiratory,34,5,1,2,0,708.0,9.0,1,generator_only,2
993,referral_hospital,O2_0048,peri_urban,238,1,1,1,1,PSA_plant_onsite,0,0,1.7,1,15,7,5,0,1,1,1,1,1,6,regulator_valve_failure,2024,3,35,COVID19_severe,34,1,1,1,0,763.0,47.0,1,grid_unreliable,5
994,referral_hospital,O2_0184,rural,236,1,1,1,1,PSA_plant_onsite,0,0,0.3,1,10,7,3,1,1,1,1,0,0,11,power_outage,2023,8,44,pneumonia_child,0,44,0,13,8,1261.0,22.0,1,grid_reliable,6
995,referral_hospital,O2_0188,rural,227,1,1,1,1,oxygen_concentrator,4,3,3.7,1,10,2,22,0,1,1,0,1,1,0,not_applicable,2024,1,23,neonatal_respiratory,23,0,1,0,0,852.0,15.0,1,grid_reliable,0
996,referral_hospital,O2_0071,urban,274,1,1,1,1,PSA_plant_onsite,0,0,0.9,1,8,4,13,0,1,1,1,0,0,16,power_outage,2023,5,42,pneumonia_child,0,42,0,13,9,650.0,36.0,1,grid_unreliable,1
997,referral_hospital,O2_0135,rural,239,1,1,1,1,cylinder_piped,0,0,1.4,1,10,4,0,0,1,1,1,1,1,0,not_applicable,2023,11,31,asthma_severe,25,6,1,1,0,644.0,18.0,1,grid_reliable,25
998,referral_hospital,O2_0096,peri_urban,210,1,1,1,1,LOX_bulk_tank,5,3,2.9,1,7,3,0,0,1,1,1,1,1,0,not_applicable,2023,12,38,neonatal_respiratory,26,12,0,5,0,701.0,13.0,1,grid_unreliable,5
999,referral_hospital,O2_0162,urban,285,1,1,1,1,oxygen_concentrator,9,5,0.1,1,11,4,2,0,1,1,0,1,1,0,not_applicable,2024,6,39,heart_failure,29,10,1,5,0,975.0,4.0,1,solar,3
1000,referral_hospital,O2_0173,urban,215,1,1,1,1,LOX_bulk_tank,0,0,1.1,1,12,3,0,0,1,0,0,1,1,7,regulator_valve_failure,2023,5,36,pneumonia_child,36,0,1,0,0,742.0,18.0,1,grid_unreliable,2
1001,referral_hospital,O2_0159,urban,196,1,1,1,1,cylinder_piped,0,0,1.2,1,12,10,1,0,1,1,1,1,1,0,not_applicable,2024,3,31,sepsis,15,16,1,2,0,749.0,11.0,0,grid_unreliable,12
1002,referral_hospital,O2_0077,urban,257,1,1,1,1,oxygen_concentrator,9,6,2.7,1,7,9,1,0,1,1,1,1,1,0,not_applicable,2023,11,36,asthma_severe,27,9,0,4,0,762.0,0.0,1,solar,1
1003,referral_hospital,O2_0191,peri_urban,214,1,1,1,1,LOX_bulk_tank,0,0,1.0,1,15,3,0,0,1,1,1,1,1,0,not_applicable,2021,3,39,pneumonia_adult,26,13,1,4,0,735.0,20.0,1,grid_reliable,15
1004,referral_hospital,O2_0069,urban,335,1,1,1,1,LOX_bulk_tank,0,0,2.2,1,10,4,0,0,1,1,1,1,1,0,not_applicable,2022,8,41,pneumonia_adult,36,5,1,1,0,696.0,8.0,0,grid_reliable,5
1005,referral_hospital,O2_0137,urban,249,1,1,1,1,PSA_plant_onsite,0,0,6.6,1,9,5,0,1,1,0,0,0,0,5,PSA_plant_breakdown,2023,12,40,other_hypoxemia,0,40,0,13,13,832.0,11.0,1,grid_reliable,6
1006,referral_hospital,O2_0120,peri_urban,259,1,1,1,1,LOX_bulk_tank,0,0,2.0,1,10,4,2,0,1,1,1,1,0,0,not_applicable,2022,11,35,COPD_exacerbation,21,14,1,4,0,828.0,4.0,1,grid_unreliable,3
1007,referral_hospital,O2_0199,urban,292,1,1,1,1,LOX_bulk_tank,0,0,2.6,1,12,2,1,0,1,0,0,1,0,0,not_applicable,2022,7,48,pneumonia_child,24,24,0,8,0,850.0,8.0,1,grid_unreliable,1
1008,referral_hospital,O2_0067,urban,208,1,1,1,1,cylinder_piped,9,5,3.8,1,10,2,3,0,1,1,1,0,0,30,piping_system_leak,2022,5,49,pneumonia_child,0,49,0,11,10,749.0,25.0,1,generator_only,6
1009,referral_hospital,O2_0026,peri_urban,245,1,1,1,1,LOX_bulk_tank,0,0,11.0,1,5,8,4,0,1,1,1,0,0,30,power_outage,2024,1,42,trauma,0,42,0,11,18,595.0,20.0,1,grid_reliable,1
1010,referral_hospital,O2_0172,urban,345,1,1,1,1,PSA_plant_onsite,0,0,9.5,1,11,5,0,0,1,1,1,0,0,20,supplier_stockout,2023,3,38,neonatal_respiratory,0,38,0,14,3,729.0,14.0,1,grid_reliable,8
1011,referral_hospital,O2_0073,peri_urban,267,1,1,1,1,PSA_plant_onsite,0,0,7.2,1,6,5,14,1,1,1,1,1,1,0,not_applicable,2022,6,47,sepsis,32,15,1,8,0,1020.0,8.0,1,grid_reliable,0
1012,referral_hospital,O2_0128,urban,232,1,1,1,1,LOX_bulk_tank,0,0,1.9,1,12,4,0,0,1,0,0,1,1,0,not_applicable,2023,9,34,surgical_anaesthesia,25,9,1,1,0,955.0,64.0,1,grid_reliable,5
1013,referral_hospital,O2_0079,rural,173,1,1,1,1,PSA_plant_onsite,0,0,6.3,1,8,3,5,1,1,1,1,1,1,0,not_applicable,2024,11,36,asthma_severe,20,16,1,4,0,1047.0,15.0,1,grid_unreliable,1
1014,referral_hospital,O2_0091,rural,241,1,1,1,1,cylinder_piped,0,0,2.7,1,11,2,1,0,1,1,1,1,0,0,not_applicable,2024,1,48,surgical_anaesthesia,35,13,0,5,0,636.0,41.0,1,grid_reliable,9
1015,referral_hospital,O2_0016,peri_urban,299,1,1,1,1,oxygen_concentrator,3,1,2.1,1,11,5,2,0,1,1,1,1,1,0,not_applicable,2021,8,39,pneumonia_child,31,8,1,1,0,963.0,9.0,1,solar,4
1016,referral_hospital,O2_0164,urban,305,1,1,1,1,oxygen_concentrator,7,5,1.3,1,7,6,2,0,1,1,1,1,1,0,not_applicable,2023,4,45,COVID19_severe,35,10,0,3,0,568.0,22.0,1,grid_reliable,7
1017,referral_hospital,O2_0189,peri_urban,250,1,1,1,1,cylinder_piped,5,4,5.9,1,11,3,4,0,1,0,0,1,1,1,cylinder_delivery_delay,2024,6,39,pneumonia_child,29,10,0,2,0,749.0,30.0,0,grid_unreliable,3
1018,referral_hospital,O2_0113,peri_urban,303,1,1,1,1,PSA_plant_onsite,0,0,12.8,1,10,4,5,1,1,1,0,1,1,0,not_applicable,2022,5,41,COVID19_severe,38,3,1,1,0,956.0,1.0,1,grid_unreliable,6
1019,referral_hospital,O2_0103,rural,209,1,1,1,1,PSA_plant_onsite,5,3,2.9,1,9,7,10,0,1,1,0,1,1,0,not_applicable,2021,4,30,pneumonia_child,25,5,1,1,0,891.0,1.0,1,grid_unreliable,6
1020,referral_hospital,O2_0136,urban,237,1,1,1,1,cylinder_piped,0,0,12.0,1,4,3,1,0,1,1,1,1,1,0,not_applicable,2022,6,27,COVID19_severe,14,13,0,3,0,752.0,13.0,1,generator_only,0
1021,referral_hospital,O2_0127,urban,167,1,1,1,1,LOX_bulk_tank,0,0,1.3,1,5,6,3,0,1,1,1,1,1,0,not_applicable,2024,12,42,other_hypoxemia,37,5,1,0,0,629.0,37.0,0,solar,8
1022,referral_hospital,O2_0184,urban,212,1,1,1,1,PSA_plant_onsite,0,0,4.9,1,10,4,3,0,1,1,1,0,0,4,concentrator_malfunction,2024,12,37,surgical_anaesthesia,0,37,0,12,15,818.0,10.0,1,solar,8
1023,referral_hospital,O2_0187,urban,263,1,1,1,1,oxygen_concentrator,7,7,1.0,1,12,6,4,0,1,0,0,1,0,0,not_applicable,2023,3,39,sepsis,39,0,0,0,0,889.0,6.0,1,grid_reliable,3
1024,referral_hospital,O2_0129,rural,243,1,1,1,1,PSA_plant_onsite,0,0,4.1,1,11,8,2,0,1,0,0,1,1,0,not_applicable,2024,12,34,heart_failure,31,3,1,0,0,781.0,17.0,1,grid_reliable,6
1025,referral_hospital,O2_0011,urban,192,1,1,1,1,PSA_plant_onsite,7,4,7.7,1,9,3,5,0,1,1,0,1,1,0,not_applicable,2023,8,46,pneumonia_child,27,19,0,10,0,572.0,14.0,1,generator_only,0
1026,referral_hospital,O2_0003,rural,252,1,1,1,1,cylinder_piped,0,0,6.5,1,12,10,2,0,1,1,0,1,1,0,not_applicable,2022,4,38,pneumonia_child,27,11,1,6,0,812.0,14.0,1,grid_unreliable,0
1027,referral_hospital,O2_0089,urban,249,1,1,1,1,cylinder_piped,0,0,0.7,1,12,5,24,0,1,1,1,1,1,0,not_applicable,2023,7,34,heart_failure,29,5,1,1,0,710.0,14.0,1,grid_reliable,2
1028,referral_hospital,O2_0072,urban,281,1,1,1,1,PSA_plant_onsite,0,0,3.0,1,7,5,5,1,1,1,1,1,1,15,cylinder_delivery_delay,2021,2,47,severe_malaria,35,12,0,2,0,822.0,7.0,1,grid_reliable,4
1029,referral_hospital,O2_0155,rural,211,1,1,1,1,oxygen_concentrator,3,1,2.0,1,6,6,1,0,1,1,0,1,1,0,not_applicable,2023,8,50,COVID19_severe,50,0,1,0,0,734.0,26.0,0,grid_unreliable,8
1030,referral_hospital,O2_0133,rural,224,1,1,1,1,PSA_plant_onsite,0,0,4.6,1,10,2,2,1,1,1,1,1,1,5,concentrator_malfunction,2022,11,41,pneumonia_child,17,24,1,8,0,856.0,20.0,1,generator_only,4
1031,referral_hospital,O2_0058,peri_urban,166,1,1,1,1,oxygen_concentrator,7,5,0.6,1,8,2,2,0,1,1,1,0,0,30,supplier_stockout,2023,2,46,heart_failure,0,46,0,14,5,681.0,16.0,1,grid_reliable,1
1032,referral_hospital,O2_0192,rural,313,1,1,1,1,PSA_plant_onsite,5,3,7.6,1,7,2,5,0,1,1,0,0,0,26,regulator_valve_failure,2021,11,40,pneumonia_child,0,40,0,11,22,762.0,37.0,1,grid_reliable,5
1033,referral_hospital,O2_0079,urban,251,1,1,1,1,oxygen_concentrator,2,1,0.3,1,8,0,6,0,1,1,0,0,0,30,power_outage,2024,5,42,sepsis,0,42,0,16,20,1034.0,8.0,1,grid_unreliable,10
1034,referral_hospital,O2_0012,urban,331,1,1,1,1,PSA_plant_onsite,0,0,10.4,1,11,2,1,1,1,1,1,1,1,1,empty_cylinders_not_collected,2023,11,39,surgical_anaesthesia,39,0,1,0,0,678.0,4.0,1,grid_reliable,8
1035,referral_hospital,O2_0178,rural,214,1,1,1,1,LOX_bulk_tank,7,4,0.8,1,15,4,1,0,1,1,0,1,1,1,piping_system_leak,2023,6,44,other_hypoxemia,37,7,0,3,0,666.0,13.0,0,grid_reliable,4
1036,referral_hospital,O2_0040,urban,250,1,1,1,1,PSA_plant_onsite,0,0,0.1,1,12,4,1,0,1,1,0,1,0,0,not_applicable,2022,8,42,pneumonia_adult,32,10,1,3,0,904.0,16.0,1,grid_reliable,5
1037,referral_hospital,O2_0174,peri_urban,228,1,1,1,1,cylinder_portable,7,4,4.8,1,9,7,6,0,1,1,1,0,0,11,cylinder_delivery_delay,2022,9,38,heart_failure,0,38,0,14,9,1094.0,37.0,1,generator_only,21
1038,referral_hospital,O2_0136,urban,171,1,1,1,1,oxygen_concentrator,3,2,1.3,1,6,4,0,0,1,1,1,1,1,14,demand_surge,2022,11,43,asthma_severe,36,7,1,2,0,870.0,2.0,1,grid_unreliable,1
1039,referral_hospital,O2_0016,rural,230,1,1,1,1,PSA_plant_onsite,0,0,0.3,1,13,7,10,0,1,1,1,0,0,21,demand_surge,2024,4,46,severe_malaria,0,46,0,19,4,649.0,6.0,0,grid_reliable,2
1040,referral_hospital,O2_0112,rural,181,1,1,1,1,LOX_bulk_tank,8,5,2.7,1,10,6,1,0,1,1,1,1,0,0,not_applicable,2021,7,27,pneumonia_child,23,4,1,1,0,764.0,9.0,0,none,0
1041,referral_hospital,O2_0014,peri_urban,224,1,1,1,1,cylinder_piped,0,0,0.2,1,9,6,5,0,1,1,0,1,1,0,not_applicable,2024,5,44,COVID19_severe,25,19,1,7,0,1203.0,9.0,0,grid_reliable,5
1042,referral_hospital,O2_0081,rural,226,1,1,1,1,cylinder_piped,0,0,1.8,1,13,4,2,0,1,1,1,1,1,0,not_applicable,2022,3,42,pneumonia_child,31,11,0,3,0,991.0,4.0,1,grid_reliable,7
1043,referral_hospital,O2_0032,rural,256,1,1,1,1,PSA_plant_onsite,0,0,1.6,1,9,7,0,0,1,1,1,0,0,9,PSA_plant_breakdown,2021,3,39,pneumonia_child,0,39,0,10,12,963.0,22.0,1,grid_reliable,0
1044,referral_hospital,O2_0193,peri_urban,325,1,1,1,1,oxygen_concentrator,9,5,0.1,1,12,3,4,0,1,1,1,1,1,0,not_applicable,2024,8,36,pneumonia_adult,22,14,0,5,0,578.0,7.0,1,grid_unreliable,1
1045,referral_hospital,O2_0174,urban,228,1,1,1,1,cylinder_piped,0,0,2.3,1,11,5,2,0,1,1,1,1,1,0,not_applicable,2023,5,37,COPD_exacerbation,24,13,1,8,0,765.0,23.0,1,solar,2
1046,referral_hospital,O2_0091,urban,261,1,1,1,1,cylinder_piped,4,2,2.1,1,9,2,2,0,1,1,0,1,0,0,not_applicable,2024,9,38,pneumonia_adult,24,14,1,8,0,1103.0,16.0,1,grid_unreliable,2
1047,referral_hospital,O2_0181,urban,177,1,1,1,1,LOX_bulk_tank,0,0,1.5,1,14,3,4,0,1,1,0,1,1,0,not_applicable,2021,2,29,sepsis,17,12,1,6,0,886.0,33.0,0,grid_reliable,7
1048,referral_hospital,O2_0028,urban,266,1,1,1,1,PSA_plant_onsite,0,0,5.6,1,9,2,1,0,1,1,1,1,1,0,not_applicable,2021,2,31,pneumonia_child,21,10,1,3,0,692.0,40.0,1,solar,11
1049,referral_hospital,O2_0007,urban,223,1,1,1,1,LOX_bulk_tank,0,0,5.2,1,17,7,2,0,1,1,0,1,1,8,power_outage,2023,8,48,COVID19_severe,45,3,1,1,0,708.0,1.0,1,grid_unreliable,1
1050,referral_hospital,O2_0152,urban,249,1,1,1,1,oxygen_concentrator,3,1,5.1,1,12,2,2,0,1,1,0,1,1,0,not_applicable,2021,10,42,COVID19_severe,38,4,1,2,0,801.0,19.0,1,grid_unreliable,0
1051,referral_hospital,O2_0174,rural,241,1,1,1,1,LOX_bulk_tank,0,0,3.9,1,9,4,6,0,1,0,0,0,0,1,cylinder_delivery_delay,2023,11,33,pneumonia_adult,0,33,0,13,12,741.0,1.0,1,grid_unreliable,3
1052,referral_hospital,O2_0145,peri_urban,169,1,1,1,1,cylinder_piped,0,0,3.0,1,14,9,3,0,1,1,1,1,0,0,not_applicable,2024,8,47,heart_failure,37,10,0,3,0,453.0,3.0,1,grid_reliable,4
1053,referral_hospital,O2_0175,urban,170,1,1,1,1,cylinder_piped,0,0,4.4,1,18,5,4,0,1,1,1,1,0,2,empty_cylinders_not_collected,2024,11,43,pneumonia_child,30,13,1,4,0,874.0,3.0,0,solar,2
1054,referral_hospital,O2_0082,peri_urban,188,1,1,1,1,PSA_plant_onsite,0,0,3.6,1,8,3,2,0,1,1,1,0,0,11,PSA_plant_breakdown,2021,9,40,sepsis,0,40,0,14,6,567.0,15.0,1,grid_unreliable,1
1055,referral_hospital,O2_0027,urban,240,1,1,1,1,cylinder_piped,0,0,0.1,1,7,5,0,0,1,1,0,1,0,0,not_applicable,2024,7,41,heart_failure,31,10,0,6,0,864.0,38.0,1,grid_unreliable,6
1056,referral_hospital,O2_0104,urban,254,1,1,1,1,LOX_bulk_tank,0,0,2.3,1,7,6,1,0,1,1,1,1,1,0,not_applicable,2021,3,43,neonatal_respiratory,43,0,0,0,0,677.0,1.0,1,grid_reliable,17
1057,referral_hospital,O2_0081,urban,260,1,1,1,1,LOX_bulk_tank,0,0,0.4,1,10,4,0,0,1,0,0,1,1,0,not_applicable,2022,9,33,severe_malaria,32,1,1,0,0,896.0,11.0,1,grid_reliable,9
1058,referral_hospital,O2_0041,rural,168,1,1,1,1,PSA_plant_onsite,0,0,8.3,1,11,4,0,0,1,1,1,1,1,0,not_applicable,2024,10,38,COPD_exacerbation,15,23,0,8,0,708.0,1.0,1,grid_reliable,1
1059,referral_hospital,O2_0104,urban,236,1,1,1,1,PSA_plant_onsite,2,1,0.5,1,10,5,1,0,1,1,1,1,0,0,not_applicable,2022,7,50,severe_malaria,34,16,1,6,0,759.0,51.0,1,none,3
1060,referral_hospital,O2_0169,peri_urban,262,1,1,1,1,oxygen_concentrator,4,1,1.8,1,7,5,23,0,1,1,0,0,0,15,supplier_stockout,2024,12,45,COPD_exacerbation,0,45,0,19,22,881.0,7.0,1,generator_only,2
1061,referral_hospital,O2_0055,urban,300,1,1,1,1,PSA_plant_onsite,0,0,0.4,1,10,7,1,0,1,1,0,1,1,0,not_applicable,2023,1,48,heart_failure,42,6,0,2,0,765.0,5.0,0,generator_only,2
1062,referral_hospital,O2_0091,urban,308,1,1,1,1,cylinder_piped,0,0,2.0,1,10,4,7,0,1,1,1,0,0,1,concentrator_malfunction,2024,7,32,severe_malaria,0,32,0,10,8,930.0,2.0,1,grid_unreliable,4
1063,referral_hospital,O2_0059,peri_urban,234,1,1,1,1,cylinder_piped,6,3,3.9,1,9,5,6,0,1,1,1,1,0,0,not_applicable,2023,4,32,COVID19_severe,22,10,1,0,0,965.0,11.0,1,grid_reliable,8
1064,referral_hospital,O2_0114,urban,279,1,1,1,1,cylinder_piped,0,0,0.7,1,11,9,0,0,1,1,0,1,1,0,not_applicable,2023,5,33,pneumonia_adult,24,9,1,2,0,895.0,15.0,1,grid_reliable,2
1065,referral_hospital,O2_0185,urban,238,1,1,1,1,cylinder_piped,0,0,0.3,1,10,6,1,0,1,1,1,1,1,0,not_applicable,2024,11,28,pneumonia_adult,21,7,1,1,0,806.0,22.0,0,grid_unreliable,1
1066,referral_hospital,O2_0127,urban,227,1,1,1,1,oxygen_concentrator,6,4,4.6,1,10,4,0,0,1,1,0,1,1,0,not_applicable,2022,7,42,sepsis,33,9,1,4,0,607.0,13.0,1,grid_unreliable,10
1067,referral_hospital,O2_0163,peri_urban,233,1,1,1,1,oxygen_concentrator,9,5,9.0,1,7,0,5,0,1,1,0,1,1,0,not_applicable,2023,2,49,COVID19_severe,33,16,1,3,0,698.0,40.0,1,generator_only,3
1068,referral_hospital,O2_0090,urban,181,1,1,1,1,PSA_plant_onsite,0,0,5.8,1,11,5,4,1,1,1,1,1,0,0,not_applicable,2023,4,38,severe_malaria,34,4,1,2,0,780.0,32.0,1,grid_unreliable,9
1069,referral_hospital,O2_0152,peri_urban,242,1,1,1,1,cylinder_piped,0,0,0.5,1,8,8,2,0,1,0,0,0,0,27,cylinder_delivery_delay,2024,8,28,severe_malaria,0,28,0,10,8,777.0,0.0,1,solar,17
1070,referral_hospital,O2_0121,urban,344,1,1,1,1,cylinder_piped,0,0,2.4,1,8,7,4,0,1,1,1,1,1,0,not_applicable,2024,2,38,pneumonia_child,30,8,1,3,0,882.0,15.0,1,grid_unreliable,0
1071,referral_hospital,O2_0098,urban,278,1,1,1,1,cylinder_piped,0,0,6.4,1,12,4,0,0,1,1,1,1,1,0,not_applicable,2024,3,36,asthma_severe,32,4,0,1,0,652.0,15.0,1,grid_reliable,3
1072,referral_hospital,O2_0157,urban,199,1,1,1,1,oxygen_concentrator,1,0,6.0,1,5,6,1,0,1,0,0,1,1,0,not_applicable,2023,9,38,COVID19_severe,30,8,0,6,0,1062.0,3.0,1,solar,18
1073,referral_hospital,O2_0196,urban,286,1,1,1,1,LOX_bulk_tank,0,0,2.3,1,7,6,0,0,1,1,0,1,0,0,not_applicable,2022,8,41,COPD_exacerbation,36,5,1,1,0,652.0,2.0,0,grid_reliable,7
1074,referral_hospital,O2_0094,peri_urban,172,1,1,1,1,LOX_bulk_tank,7,5,16.7,1,12,5,1,0,1,1,1,1,1,0,not_applicable,2021,2,49,neonatal_respiratory,35,14,1,6,0,808.0,22.0,1,generator_only,5
1075,referral_hospital,O2_0165,peri_urban,307,1,1,1,1,LOX_bulk_tank,0,0,1.2,1,9,6,2,0,1,1,1,1,1,0,not_applicable,2022,8,37,COVID19_severe,22,15,1,7,0,765.0,15.0,1,grid_reliable,1
1076,referral_hospital,O2_0109,peri_urban,236,1,1,1,1,PSA_plant_onsite,0,0,8.0,1,15,8,0,1,1,1,1,1,1,2,power_outage,2024,8,40,pneumonia_child,40,0,1,0,0,933.0,28.0,1,grid_reliable,24
1077,referral_hospital,O2_0121,rural,242,1,1,1,1,PSA_plant_onsite,0,0,1.8,1,13,5,3,1,1,1,1,1,1,1,demand_surge,2024,10,28,pneumonia_child,20,8,0,1,0,801.0,19.0,1,grid_reliable,2
1078,referral_hospital,O2_0008,peri_urban,222,1,1,1,1,cylinder_portable,0,0,3.7,1,6,2,0,0,1,1,0,1,1,12,demand_surge,2022,2,34,pneumonia_child,28,6,1,3,0,799.0,9.0,1,grid_reliable,1
1079,referral_hospital,O2_0134,urban,220,1,1,1,1,LOX_bulk_tank,5,3,0.3,1,10,5,3,0,1,1,1,0,0,4,piping_system_leak,2024,6,39,neonatal_respiratory,0,39,0,13,12,709.0,10.0,1,generator_only,1
1080,referral_hospital,O2_0155,urban,229,1,1,1,1,LOX_bulk_tank,4,2,0.4,1,11,2,4,0,1,1,0,1,1,8,supplier_stockout,2021,10,47,severe_malaria,32,15,1,5,0,976.0,11.0,1,grid_unreliable,0
1081,referral_hospital,O2_0044,urban,279,1,1,1,1,LOX_bulk_tank,0,0,4.3,1,15,3,2,0,1,0,0,1,0,0,not_applicable,2024,3,46,other_hypoxemia,29,17,0,4,0,622.0,18.0,0,grid_reliable,6
1082,referral_hospital,O2_0064,peri_urban,179,1,1,1,1,oxygen_concentrator,8,5,4.3,1,9,2,31,0,1,0,0,0,0,9,PSA_plant_breakdown,2024,8,37,neonatal_respiratory,0,37,0,16,10,763.0,0.0,1,grid_reliable,7
1083,referral_hospital,O2_0187,rural,242,1,1,1,1,oxygen_concentrator,7,4,0.3,1,9,3,2,0,1,1,0,1,1,0,not_applicable,2021,10,49,surgical_anaesthesia,36,13,1,4,0,720.0,3.0,1,solar,0
1084,referral_hospital,O2_0167,peri_urban,213,1,1,1,1,oxygen_concentrator,2,2,3.9,1,5,3,4,0,1,1,1,1,0,0,not_applicable,2023,7,50,sepsis,30,20,1,8,0,755.0,6.0,1,grid_unreliable,1
1085,referral_hospital,O2_0178,peri_urban,250,1,1,1,1,LOX_bulk_tank,0,0,0.1,1,11,4,0,0,1,0,0,1,0,0,not_applicable,2024,6,34,severe_malaria,23,11,1,4,0,953.0,1.0,0,grid_unreliable,3
1086,referral_hospital,O2_0110,rural,223,1,1,1,1,LOX_bulk_tank,0,0,5.8,1,5,4,6,0,1,1,0,1,1,0,not_applicable,2024,2,43,pneumonia_child,28,15,0,3,0,795.0,16.0,1,grid_unreliable,0
1087,referral_hospital,O2_0199,peri_urban,279,1,1,1,1,oxygen_concentrator,5,4,0.4,1,6,6,0,0,1,1,1,1,1,0,not_applicable,2024,8,45,pneumonia_child,27,18,1,5,0,883.0,24.0,1,generator_only,0
1088,referral_hospital,O2_0181,urban,304,1,1,1,1,cylinder_piped,0,0,0.1,1,4,5,10,0,1,0,0,1,1,0,not_applicable,2021,8,37,pneumonia_child,33,4,0,0,0,1026.0,33.0,1,grid_unreliable,5
1089,referral_hospital,O2_0019,urban,265,1,1,1,1,oxygen_concentrator,9,7,0.1,1,10,2,1,0,1,1,1,1,1,0,not_applicable,2023,1,35,neonatal_respiratory,20,15,1,7,0,642.0,2.0,1,grid_reliable,2
1090,referral_hospital,O2_0131,rural,218,1,1,1,1,oxygen_concentrator,6,4,0.7,1,17,6,2,0,1,1,1,1,1,0,not_applicable,2022,1,38,COPD_exacerbation,33,5,0,1,0,1005.0,10.0,1,grid_unreliable,3
1091,referral_hospital,O2_0087,urban,266,1,1,1,1,PSA_plant_onsite,9,5,1.9,1,8,7,8,0,1,1,1,1,1,0,not_applicable,2024,3,53,heart_failure,47,6,1,0,0,549.0,10.0,1,grid_reliable,11
1092,referral_hospital,O2_0075,rural,191,1,1,1,1,oxygen_concentrator,7,2,0.4,1,9,5,5,0,1,1,0,1,1,0,not_applicable,2022,5,33,pneumonia_adult,22,11,1,5,0,770.0,6.0,1,generator_only,5
1093,referral_hospital,O2_0185,urban,292,1,1,1,1,oxygen_concentrator,4,2,1.1,1,12,6,6,0,1,1,1,1,1,0,not_applicable,2024,11,33,neonatal_respiratory,26,7,1,1,0,647.0,30.0,1,grid_unreliable,16
1094,referral_hospital,O2_0103,rural,352,1,1,1,1,PSA_plant_onsite,0,0,7.3,1,18,6,7,1,1,1,1,1,1,0,not_applicable,2023,10,40,pneumonia_child,35,5,1,2,0,865.0,44.0,1,generator_only,0
1095,referral_hospital,O2_0101,rural,183,1,1,1,1,cylinder_piped,10,6,2.1,1,9,3,1,0,1,0,0,1,1,0,not_applicable,2023,9,36,neonatal_respiratory,28,8,1,1,0,547.0,25.0,1,generator_only,9
1096,referral_hospital,O2_0185,rural,250,1,1,1,1,PSA_plant_onsite,0,0,5.7,1,8,7,6,1,1,1,1,1,1,0,not_applicable,2021,6,26,sepsis,19,7,1,5,0,918.0,21.0,1,solar,2
1097,referral_hospital,O2_0180,peri_urban,239,1,1,1,1,PSA_plant_onsite,0,0,7.0,1,9,2,1,1,1,0,0,1,1,0,not_applicable,2023,11,40,COPD_exacerbation,32,8,1,3,0,1052.0,3.0,1,grid_reliable,0
1098,referral_hospital,O2_0010,urban,280,1,1,1,1,oxygen_concentrator,5,3,2.7,1,5,3,6,0,1,1,0,1,1,0,not_applicable,2024,6,39,asthma_severe,22,17,1,6,0,995.0,8.0,1,grid_reliable,3
1099,referral_hospital,O2_0151,urban,246,1,1,1,1,LOX_bulk_tank,0,0,0.7,1,10,0,3,0,1,1,1,1,1,7,demand_surge,2023,4,43,COVID19_severe,40,3,1,0,0,540.0,9.0,1,grid_reliable,5
1100,referral_hospital,O2_0183,rural,238,1,1,1,1,PSA_plant_onsite,4,2,1.2,1,9,10,2,1,1,1,0,1,1,1,power_outage,2024,3,38,pneumonia_adult,35,3,1,1,0,795.0,80.0,1,none,9
1101,referral_hospital,O2_0070,urban,165,1,1,1,1,oxygen_concentrator,7,5,0.6,1,11,8,7,0,1,1,0,1,1,0,not_applicable,2024,11,36,asthma_severe,23,13,1,5,0,703.0,20.0,1,generator_only,1
1102,referral_hospital,O2_0027,urban,230,1,1,1,1,LOX_bulk_tank,3,1,0.7,1,12,4,2,0,1,1,1,1,1,0,not_applicable,2024,8,37,surgical_anaesthesia,20,17,1,7,0,468.0,5.0,1,generator_only,4
1103,referral_hospital,O2_0055,rural,170,1,1,1,1,LOX_bulk_tank,0,0,0.8,1,7,4,18,0,1,1,1,1,1,0,not_applicable,2024,2,58,neonatal_respiratory,34,24,0,8,0,582.0,5.0,1,grid_reliable,2
1104,referral_hospital,O2_0093,peri_urban,225,1,1,1,1,oxygen_concentrator,5,3,6.3,1,13,9,2,0,1,1,1,1,0,0,not_applicable,2024,9,46,pneumonia_child,38,8,1,3,0,1043.0,11.0,1,grid_unreliable,13
1105,referral_hospital,O2_0078,urban,230,1,1,1,1,LOX_bulk_tank,0,0,3.6,1,10,11,0,0,1,0,0,1,1,0,not_applicable,2024,3,46,COPD_exacerbation,37,9,1,3,0,492.0,5.0,1,none,0
1106,referral_hospital,O2_0004,urban,321,1,1,1,1,oxygen_concentrator,4,3,4.1,1,7,10,10,0,1,0,0,1,1,0,not_applicable,2024,9,34,COPD_exacerbation,25,9,1,4,0,912.0,5.0,0,none,0
1107,referral_hospital,O2_0017,urban,224,1,1,1,1,cylinder_portable,5,4,3.0,1,9,4,2,0,1,1,0,1,0,0,not_applicable,2021,5,42,severe_malaria,33,9,1,6,0,827.0,15.0,1,grid_reliable,4
1108,referral_hospital,O2_0029,rural,243,1,1,1,1,LOX_bulk_tank,0,0,2.5,1,13,4,4,0,1,1,1,1,0,0,not_applicable,2024,2,31,asthma_severe,17,14,1,1,0,765.0,3.0,1,grid_unreliable,0
1109,referral_hospital,O2_0003,urban,220,1,1,1,1,cylinder_piped,0,0,1.5,1,8,7,1,0,1,1,1,1,1,0,not_applicable,2024,8,35,other_hypoxemia,25,10,1,2,0,496.0,5.0,1,grid_reliable,12
1110,referral_hospital,O2_0142,rural,259,1,1,1,1,LOX_bulk_tank,0,0,1.5,1,6,6,0,0,1,1,1,1,1,0,not_applicable,2023,4,37,surgical_anaesthesia,17,20,1,8,0,898.0,15.0,1,grid_reliable,6
1111,referral_hospital,O2_0151,urban,157,1,1,1,1,cylinder_piped,10,6,0.3,1,14,4,10,0,1,1,1,0,0,25,funding_for_refill,2023,11,51,surgical_anaesthesia,0,51,0,20,18,392.0,8.0,1,grid_reliable,0
1112,referral_hospital,O2_0095,urban,247,1,1,1,1,PSA_plant_onsite,0,0,5.2,1,2,4,1,0,1,1,1,1,1,0,not_applicable,2024,2,38,surgical_anaesthesia,18,20,1,8,0,643.0,24.0,1,grid_reliable,1
1113,referral_hospital,O2_0197,urban,182,1,1,1,1,LOX_bulk_tank,0,0,0.9,1,15,7,16,0,1,0,0,1,1,5,supplier_stockout,2022,5,37,neonatal_respiratory,14,23,1,3,0,629.0,8.0,1,grid_unreliable,4
1114,referral_hospital,O2_0005,urban,234,1,1,1,1,cylinder_piped,6,4,0.7,1,4,5,2,0,1,1,0,1,1,0,not_applicable,2022,3,38,pneumonia_child,33,5,1,0,0,1096.0,1.0,1,grid_reliable,7
1115,referral_hospital,O2_0011,urban,301,1,1,1,1,LOX_bulk_tank,0,0,1.2,1,10,2,3,0,1,0,0,1,1,0,not_applicable,2022,8,39,pneumonia_child,29,10,1,3,0,877.0,4.0,1,grid_unreliable,0
1116,referral_hospital,O2_0077,urban,275,1,1,1,1,LOX_bulk_tank,0,0,0.7,1,8,4,1,0,1,1,0,1,0,0,not_applicable,2024,7,40,trauma,23,17,1,3,0,859.0,4.0,1,grid_unreliable,3
1117,referral_hospital,O2_0002,peri_urban,159,1,1,1,1,oxygen_concentrator,6,3,4.9,1,8,5,0,0,1,1,1,1,1,0,not_applicable,2021,8,43,neonatal_respiratory,39,4,1,0,0,895.0,8.0,1,grid_unreliable,1
1118,referral_hospital,O2_0067,peri_urban,317,1,1,1,1,oxygen_concentrator,3,2,3.5,1,10,5,2,0,1,1,1,1,1,0,not_applicable,2024,1,34,trauma,24,10,1,6,0,568.0,3.0,1,solar,1
1119,referral_hospital,O2_0119,peri_urban,226,1,1,1,1,oxygen_concentrator,2,1,0.6,1,9,3,1,0,1,1,1,1,1,0,not_applicable,2022,6,36,pneumonia_adult,36,0,1,0,0,821.0,27.0,1,grid_reliable,4
1120,referral_hospital,O2_0048,rural,339,1,1,1,1,oxygen_concentrator,5,2,12.8,1,9,7,1,0,1,1,0,1,0,1,PSA_plant_breakdown,2023,1,34,severe_malaria,22,12,0,4,0,884.0,28.0,0,grid_reliable,11
1121,referral_hospital,O2_0163,peri_urban,211,1,1,1,1,PSA_plant_onsite,0,0,5.2,1,13,7,3,1,1,1,1,1,1,0,not_applicable,2023,3,42,severe_malaria,31,11,0,4,0,1207.0,2.0,1,grid_reliable,6
1122,referral_hospital,O2_0009,urban,149,1,1,1,1,PSA_plant_onsite,0,0,1.7,1,9,6,6,0,1,1,1,1,1,0,not_applicable,2024,9,33,surgical_anaesthesia,21,12,1,5,0,767.0,26.0,1,generator_only,8
1123,referral_hospital,O2_0077,peri_urban,291,1,1,1,1,cylinder_piped,0,0,0.4,1,11,2,4,0,1,0,0,1,1,0,not_applicable,2021,9,42,COPD_exacerbation,34,8,0,2,0,886.0,16.0,1,solar,1
1124,referral_hospital,O2_0112,urban,282,1,1,1,1,oxygen_concentrator,8,7,0.1,1,11,3,2,0,1,1,1,1,1,1,concentrator_malfunction,2023,2,32,COVID19_severe,32,0,1,0,0,807.0,14.0,1,grid_unreliable,1
1125,referral_hospital,O2_0027,urban,187,1,1,1,1,oxygen_concentrator,5,3,0.8,1,14,3,2,0,1,1,0,0,0,4,demand_surge,2023,11,40,neonatal_respiratory,0,40,0,14,16,983.0,26.0,1,grid_reliable,24
1126,referral_hospital,O2_0001,urban,302,1,1,1,1,cylinder_piped,5,2,2.9,1,8,5,4,0,1,1,1,1,1,0,not_applicable,2021,4,53,severe_malaria,39,14,1,2,0,809.0,15.0,1,grid_reliable,4
1127,referral_hospital,O2_0182,peri_urban,289,1,1,1,1,cylinder_piped,0,0,1.1,1,9,4,0,0,1,1,1,1,1,0,not_applicable,2024,5,40,neonatal_respiratory,36,4,1,1,0,664.0,23.0,1,grid_reliable,1
1128,referral_hospital,O2_0004,peri_urban,263,1,1,1,1,oxygen_concentrator,10,3,0.3,1,11,9,3,0,1,1,0,1,1,14,demand_surge,2024,1,39,COVID19_severe,39,0,1,0,0,881.0,106.0,1,generator_only,12
1129,referral_hospital,O2_0055,urban,228,1,1,1,1,LOX_bulk_tank,8,4,3.9,1,5,8,3,0,1,1,0,1,1,0,not_applicable,2022,5,41,sepsis,33,8,0,4,0,768.0,30.0,1,grid_unreliable,2
1130,referral_hospital,O2_0101,peri_urban,226,1,1,1,1,LOX_bulk_tank,0,0,2.4,1,11,4,3,0,1,1,0,1,1,0,not_applicable,2022,10,42,COPD_exacerbation,23,19,0,7,0,893.0,13.0,1,grid_reliable,9
1131,referral_hospital,O2_0160,rural,269,1,1,1,1,LOX_bulk_tank,0,0,3.9,1,12,5,2,0,1,1,1,1,0,0,not_applicable,2021,11,44,COVID19_severe,38,6,0,0,0,814.0,4.0,1,solar,3
1132,referral_hospital,O2_0175,peri_urban,263,1,1,1,1,PSA_plant_onsite,0,0,1.9,1,16,6,0,1,1,1,1,1,0,0,not_applicable,2024,9,36,trauma,36,0,1,0,0,974.0,23.0,1,grid_unreliable,8
1133,referral_hospital,O2_0095,peri_urban,211,1,1,1,1,oxygen_concentrator,4,1,3.5,1,11,9,10,0,1,1,1,1,0,0,not_applicable,2024,2,41,COVID19_severe,31,10,1,4,0,553.0,5.0,1,grid_reliable,0
1134,referral_hospital,O2_0069,urban,227,1,1,1,1,LOX_bulk_tank,0,0,2.1,1,12,4,4,0,1,1,1,1,1,0,not_applicable,2024,8,32,pneumonia_child,27,5,1,1,0,829.0,0.0,0,generator_only,5
1135,referral_hospital,O2_0154,peri_urban,259,1,1,1,1,cylinder_piped,0,0,4.9,1,14,9,5,0,1,1,1,1,0,0,not_applicable,2023,10,35,COVID19_severe,23,12,1,2,0,958.0,17.0,1,grid_unreliable,0
1136,referral_hospital,O2_0068,peri_urban,230,1,1,1,1,PSA_plant_onsite,0,0,1.4,1,6,7,5,1,1,1,0,1,0,0,not_applicable,2023,3,42,pneumonia_child,22,20,1,3,0,902.0,4.0,1,generator_only,3
1137,referral_hospital,O2_0120,peri_urban,282,1,1,1,1,cylinder_piped,0,0,0.6,1,7,6,10,0,1,0,0,1,1,0,not_applicable,2024,12,42,COVID19_severe,33,9,1,3,0,940.0,3.0,1,grid_reliable,0
1138,referral_hospital,O2_0089,peri_urban,309,1,1,1,1,cylinder_portable,0,0,4.1,1,11,4,8,0,1,1,1,1,0,3,power_outage,2024,8,38,trauma,20,18,1,9,0,868.0,14.0,1,grid_reliable,4
1139,referral_hospital,O2_0086,urban,255,1,1,1,1,LOX_bulk_tank,0,0,4.1,1,11,4,2,0,1,1,0,1,0,1,piping_system_leak,2023,2,43,pneumonia_adult,28,15,1,5,0,490.0,8.0,1,solar,2
1140,referral_hospital,O2_0060,urban,325,1,1,1,1,oxygen_concentrator,4,2,5.6,1,11,3,6,0,1,1,1,1,1,0,not_applicable,2023,12,46,asthma_severe,46,0,0,0,0,790.0,5.0,0,generator_only,1
1141,referral_hospital,O2_0140,rural,234,1,1,1,1,LOX_bulk_tank,0,0,3.7,1,9,4,10,0,1,1,0,1,1,1,PSA_plant_breakdown,2023,11,42,asthma_severe,39,3,1,2,0,925.0,4.0,1,generator_only,0
1142,referral_hospital,O2_0182,urban,176,1,1,1,1,oxygen_concentrator,6,4,0.6,1,8,3,0,0,1,1,1,0,0,30,PSA_plant_breakdown,2021,8,36,severe_malaria,0,36,0,9,11,813.0,32.0,1,grid_reliable,0
1143,referral_hospital,O2_0144,urban,275,1,1,1,1,LOX_bulk_tank,0,0,4.4,1,12,3,4,0,1,1,1,1,1,0,not_applicable,2022,12,35,neonatal_respiratory,35,0,1,0,0,766.0,0.0,1,generator_only,2
1144,referral_hospital,O2_0051,rural,271,1,1,1,1,LOX_bulk_tank,0,0,13.8,1,9,4,3,0,1,1,0,1,1,0,not_applicable,2022,1,43,severe_malaria,41,2,1,0,0,897.0,8.0,1,grid_reliable,2
1145,referral_hospital,O2_0120,urban,286,1,1,1,1,PSA_plant_onsite,3,1,2.3,1,9,6,9,0,1,1,1,1,1,0,not_applicable,2021,10,43,surgical_anaesthesia,31,12,1,6,0,1070.0,1.0,1,grid_reliable,1
1146,referral_hospital,O2_0077,urban,235,1,1,1,1,PSA_plant_onsite,6,3,2.4,1,13,3,4,1,1,1,1,1,1,0,not_applicable,2024,10,39,neonatal_respiratory,28,11,0,3,0,766.0,15.0,1,grid_reliable,5
1147,referral_hospital,O2_0045,urban,216,1,1,1,1,cylinder_piped,4,3,7.4,1,14,4,6,0,1,1,0,1,1,15,power_outage,2023,2,32,COVID19_severe,19,13,0,6,0,736.0,8.0,1,solar,2
1148,referral_hospital,O2_0029,peri_urban,251,1,1,1,1,LOX_bulk_tank,0,0,2.3,1,10,6,5,0,1,1,1,0,0,9,power_outage,2024,4,49,pneumonia_child,0,49,0,17,2,841.0,24.0,1,generator_only,1
1149,referral_hospital,O2_0194,peri_urban,291,1,1,1,1,oxygen_concentrator,4,1,0.6,1,18,4,15,0,1,1,1,1,1,0,not_applicable,2021,4,51,asthma_severe,39,12,1,6,0,815.0,6.0,1,grid_unreliable,0
1150,referral_hospital,O2_0177,urban,262,1,1,1,1,PSA_plant_onsite,0,0,3.0,1,9,3,2,0,1,1,1,1,1,0,not_applicable,2021,10,48,neonatal_respiratory,38,10,1,3,0,968.0,7.0,1,solar,0
1151,referral_hospital,O2_0179,urban,311,1,1,1,1,PSA_plant_onsite,2,1,0.9,1,11,7,0,0,1,1,0,0,0,9,supplier_stockout,2023,8,49,pneumonia_child,0,49,0,12,25,900.0,6.0,0,grid_reliable,5
1152,referral_hospital,O2_0055,rural,238,1,1,1,1,cylinder_portable,6,5,2.1,1,12,6,0,0,1,1,1,1,1,3,power_outage,2022,10,38,COVID19_severe,30,8,1,5,0,681.0,13.0,1,grid_unreliable,2
1153,referral_hospital,O2_0038,urban,205,1,1,1,1,cylinder_piped,0,0,17.7,1,11,6,6,0,1,1,0,0,0,8,concentrator_malfunction,2023,5,44,pneumonia_adult,0,44,0,15,11,792.0,66.0,1,solar,3
1154,referral_hospital,O2_0028,urban,204,1,1,1,1,cylinder_portable,0,0,6.8,1,15,4,0,0,1,1,0,1,1,0,not_applicable,2021,5,47,pneumonia_adult,40,7,1,2,0,686.0,5.0,1,grid_reliable,3
1155,referral_hospital,O2_0031,urban,287,1,1,1,1,cylinder_portable,8,4,0.4,1,10,2,1,0,1,1,0,1,1,0,not_applicable,2022,11,38,pneumonia_child,27,11,0,4,0,796.0,2.0,1,solar,2
1156,referral_hospital,O2_0161,urban,288,1,1,1,1,oxygen_concentrator,3,1,3.8,1,13,2,3,0,1,1,0,1,0,0,not_applicable,2021,11,35,heart_failure,35,0,0,0,0,972.0,9.0,0,grid_reliable,1
1157,referral_hospital,O2_0070,peri_urban,283,1,1,1,1,LOX_bulk_tank,0,0,4.3,1,12,3,4,0,1,1,1,0,0,18,no_oxygen_source,2024,8,36,neonatal_respiratory,0,36,0,16,8,799.0,11.0,1,grid_reliable,2
1158,referral_hospital,O2_0150,urban,254,1,1,1,1,LOX_bulk_tank,0,0,0.4,1,10,4,8,0,1,1,0,1,1,0,not_applicable,2022,4,46,COVID19_severe,34,12,1,3,0,598.0,27.0,1,solar,2
1159,referral_hospital,O2_0131,urban,288,1,1,1,1,LOX_bulk_tank,2,1,0.2,1,8,6,3,0,1,1,1,0,0,30,power_outage,2021,6,33,COPD_exacerbation,0,33,0,10,19,853.0,3.0,0,grid_unreliable,1
1160,referral_hospital,O2_0195,urban,290,1,1,1,1,LOX_bulk_tank,0,0,4.5,1,11,3,0,0,1,0,0,1,1,0,not_applicable,2021,12,37,pneumonia_adult,26,11,1,5,0,836.0,3.0,1,none,9
1161,referral_hospital,O2_0017,rural,260,1,1,1,1,PSA_plant_onsite,0,0,6.7,1,8,4,0,0,1,1,1,1,0,0,not_applicable,2021,12,34,COVID19_severe,22,12,1,6,0,662.0,9.0,1,grid_unreliable,6
1162,referral_hospital,O2_0094,rural,197,1,1,1,1,oxygen_concentrator,6,3,0.1,1,12,4,1,0,1,1,1,0,0,13,empty_cylinders_not_collected,2024,3,40,pneumonia_adult,0,40,0,16,8,993.0,12.0,1,grid_reliable,2
1163,referral_hospital,O2_0122,peri_urban,266,1,1,1,1,LOX_bulk_tank,0,0,2.3,1,12,2,14,0,1,0,0,1,1,0,not_applicable,2023,5,35,trauma,35,0,1,0,0,542.0,26.0,1,grid_unreliable,1
1164,referral_hospital,O2_0038,urban,219,1,1,1,1,cylinder_piped,5,3,0.6,1,16,4,8,0,1,0,0,1,1,0,not_applicable,2024,4,41,severe_malaria,31,10,1,6,0,1099.0,18.0,1,grid_unreliable,0
1165,referral_hospital,O2_0186,peri_urban,229,1,1,1,1,PSA_plant_onsite,10,7,0.6,1,10,6,0,1,1,1,1,1,1,0,not_applicable,2024,8,46,neonatal_respiratory,34,12,1,5,0,964.0,27.0,0,generator_only,2
1166,referral_hospital,O2_0120,urban,201,1,1,1,1,LOX_bulk_tank,0,0,0.2,1,11,2,0,0,1,0,0,1,1,3,regulator_valve_failure,2023,10,42,other_hypoxemia,27,15,1,2,0,907.0,14.0,1,none,2
1167,referral_hospital,O2_0013,urban,281,1,1,1,1,cylinder_piped,0,0,2.2,1,13,6,10,0,1,1,1,1,1,0,not_applicable,2023,6,46,COVID19_severe,33,13,1,2,0,704.0,26.0,0,grid_unreliable,3
1168,referral_hospital,O2_0193,rural,227,1,1,1,1,PSA_plant_onsite,0,0,0.3,1,12,7,0,0,1,1,1,1,1,0,not_applicable,2024,10,32,neonatal_respiratory,32,0,1,0,0,651.0,9.0,1,generator_only,7
1169,referral_hospital,O2_0158,urban,233,1,1,1,1,oxygen_concentrator,8,4,1.6,1,12,3,5,0,1,1,0,1,1,0,not_applicable,2023,8,48,pneumonia_adult,32,16,0,2,0,849.0,37.0,1,grid_unreliable,1
1170,referral_hospital,O2_0002,urban,226,1,1,1,1,PSA_plant_onsite,0,0,2.3,1,9,6,3,0,1,1,1,1,1,0,not_applicable,2023,1,54,severe_malaria,39,15,0,5,0,937.0,1.0,1,grid_reliable,0
1171,referral_hospital,O2_0173,urban,185,1,1,1,1,cylinder_piped,3,2,0.3,1,10,7,6,0,1,1,1,0,0,23,piping_system_leak,2021,8,47,pneumonia_adult,0,47,0,24,14,756.0,1.0,1,solar,7
1172,referral_hospital,O2_0063,urban,219,1,1,1,1,cylinder_piped,0,0,11.0,1,9,5,1,0,1,1,0,1,1,0,not_applicable,2024,2,38,COVID19_severe,23,15,1,5,0,272.0,27.0,0,grid_reliable,1
1173,referral_hospital,O2_0143,urban,281,1,1,1,1,cylinder_piped,0,0,3.1,1,15,6,6,0,1,1,0,1,1,0,not_applicable,2021,5,43,sepsis,34,9,1,2,0,957.0,12.0,1,grid_unreliable,3
1174,referral_hospital,O2_0017,urban,268,1,1,1,1,PSA_plant_onsite,0,0,2.0,1,9,4,2,0,1,1,1,1,1,3,supplier_stockout,2024,10,45,pneumonia_child,31,14,1,3,0,946.0,2.0,1,grid_reliable,3
1175,referral_hospital,O2_0168,peri_urban,247,1,1,1,1,cylinder_piped,0,0,13.6,1,11,8,3,0,1,1,1,1,1,0,not_applicable,2022,10,39,pneumonia_adult,28,11,1,4,0,962.0,2.0,1,solar,8
1176,referral_hospital,O2_0087,peri_urban,228,1,1,1,1,oxygen_concentrator,4,3,2.2,1,7,2,2,0,1,1,1,1,0,2,funding_for_refill,2024,3,35,surgical_anaesthesia,31,4,0,0,0,819.0,21.0,1,grid_reliable,4
1177,referral_hospital,O2_0138,urban,215,1,1,1,1,oxygen_concentrator,5,3,1.6,1,10,8,0,0,1,1,1,0,0,6,PSA_plant_breakdown,2022,2,38,trauma,0,38,0,18,9,949.0,14.0,1,solar,0
1178,referral_hospital,O2_0072,rural,204,1,1,1,1,LOX_bulk_tank,0,0,1.4,1,12,2,2,0,1,1,0,1,1,0,not_applicable,2022,4,34,pneumonia_child,23,11,1,4,0,842.0,14.0,1,grid_unreliable,3
1179,referral_hospital,O2_0199,peri_urban,233,1,1,1,1,PSA_plant_onsite,0,0,7.5,1,10,4,8,0,1,1,0,1,0,0,not_applicable,2023,1,37,COVID19_severe,37,0,1,0,0,761.0,6.0,1,grid_reliable,1
1180,referral_hospital,O2_0019,urban,252,1,1,1,1,LOX_bulk_tank,0,0,1.1,1,13,1,1,0,1,0,0,1,1,0,not_applicable,2024,5,42,sepsis,25,17,1,8,0,894.0,19.0,1,solar,0
1181,referral_hospital,O2_0153,peri_urban,238,1,1,1,1,PSA_plant_onsite,0,0,11.2,1,13,5,0,1,1,1,1,1,1,0,not_applicable,2023,11,40,COPD_exacerbation,39,1,0,1,0,682.0,7.0,1,none,6
1182,referral_hospital,O2_0156,urban,213,1,1,1,1,PSA_plant_onsite,3,0,1.7,1,10,2,7,1,1,0,0,0,0,18,power_outage,2024,12,39,surgical_anaesthesia,0,39,0,12,16,727.0,28.0,1,generator_only,8
1183,referral_hospital,O2_0080,urban,213,1,1,1,1,PSA_plant_onsite,0,0,2.3,1,11,5,0,1,1,1,1,1,1,0,not_applicable,2021,4,38,surgical_anaesthesia,31,7,1,2,0,629.0,47.0,1,solar,1
1184,referral_hospital,O2_0079,urban,181,1,1,1,1,PSA_plant_onsite,0,0,0.2,1,8,6,6,0,1,1,1,1,0,0,not_applicable,2023,4,38,pneumonia_adult,33,5,0,2,0,726.0,12.0,1,solar,4
1185,referral_hospital,O2_0191,rural,285,1,1,1,1,LOX_bulk_tank,0,0,1.5,1,13,7,3,0,1,1,0,1,0,0,not_applicable,2023,11,41,COPD_exacerbation,23,18,1,3,0,610.0,8.0,0,grid_reliable,18
1186,referral_hospital,O2_0014,urban,267,1,1,1,1,PSA_plant_onsite,0,0,1.5,1,11,1,7,1,1,1,0,1,1,0,not_applicable,2024,6,49,pneumonia_adult,48,1,1,1,0,708.0,12.0,1,solar,5
1187,referral_hospital,O2_0080,urban,173,1,1,1,1,PSA_plant_onsite,0,0,13.5,1,11,5,0,0,1,0,0,1,1,0,not_applicable,2024,3,40,asthma_severe,32,8,1,1,0,801.0,2.0,0,generator_only,12
1188,referral_hospital,O2_0125,urban,225,1,1,1,1,LOX_bulk_tank,0,0,0.6,1,11,5,4,0,1,1,1,1,1,0,not_applicable,2024,2,42,sepsis,37,5,1,1,0,746.0,1.0,1,generator_only,8
1189,referral_hospital,O2_0131,urban,211,1,1,1,1,PSA_plant_onsite,8,4,3.3,1,13,9,7,1,1,1,0,1,1,9,PSA_plant_breakdown,2023,2,35,severe_malaria,32,3,1,3,0,1116.0,3.0,1,generator_only,0
1190,referral_hospital,O2_0149,rural,264,1,1,1,1,cylinder_piped,4,2,7.5,1,17,0,9,0,1,1,1,1,1,0,not_applicable,2024,5,40,sepsis,33,7,0,2,0,745.0,2.0,1,generator_only,13
1191,referral_hospital,O2_0102,peri_urban,327,1,1,1,1,oxygen_concentrator,2,1,4.1,1,7,1,2,0,1,1,0,0,0,9,concentrator_malfunction,2024,10,40,neonatal_respiratory,0,40,0,13,17,760.0,48.0,1,grid_reliable,4
1192,referral_hospital,O2_0084,urban,209,1,1,1,1,oxygen_concentrator,4,2,2.2,1,8,8,0,0,1,1,1,1,1,0,not_applicable,2023,9,32,pneumonia_adult,32,0,0,0,0,816.0,6.0,1,grid_reliable,2
1193,referral_hospital,O2_0095,urban,290,1,1,1,1,cylinder_piped,0,0,8.9,1,12,3,16,0,1,1,1,1,0,0,not_applicable,2021,4,27,pneumonia_adult,22,5,1,1,0,816.0,3.0,0,none,18
1194,referral_hospital,O2_0098,urban,305,1,1,1,1,cylinder_piped,0,0,3.7,1,13,5,10,0,1,1,0,1,0,0,not_applicable,2023,3,52,trauma,41,11,1,4,0,703.0,24.0,1,generator_only,5
1195,referral_hospital,O2_0080,urban,288,1,1,1,1,PSA_plant_onsite,0,0,4.9,1,16,5,2,1,1,1,0,1,1,1,empty_cylinders_not_collected,2022,2,36,COPD_exacerbation,25,11,0,2,0,763.0,2.0,1,grid_reliable,0
1196,referral_hospital,O2_0103,rural,245,1,1,1,1,PSA_plant_onsite,0,0,6.4,1,12,4,4,1,1,1,0,1,1,0,not_applicable,2024,4,33,COVID19_severe,19,14,1,2,0,922.0,17.0,1,grid_unreliable,5
1197,referral_hospital,O2_0063,urban,221,1,1,1,1,oxygen_concentrator,8,5,0.5,1,11,7,6,0,1,1,1,1,0,0,not_applicable,2023,1,36,surgical_anaesthesia,27,9,1,2,0,694.0,55.0,0,grid_reliable,2
1198,referral_hospital,O2_0055,peri_urban,328,1,1,1,1,PSA_plant_onsite,0,0,3.6,1,11,1,4,0,1,1,0,1,1,0,not_applicable,2023,9,49,pneumonia_adult,30,19,0,7,0,569.0,15.0,1,grid_reliable,2
1199,referral_hospital,O2_0054,urban,237,1,1,1,1,PSA_plant_onsite,0,0,2.1,1,9,6,3,1,1,0,0,1,1,0,not_applicable,2022,4,35,neonatal_respiratory,31,4,1,1,0,833.0,10.0,1,grid_reliable,0
1200,referral_hospital,O2_0199,urban,207,1,1,1,1,cylinder_piped,0,0,2.0,1,10,2,14,0,1,1,1,1,1,0,not_applicable,2024,11,34,pneumonia_child,25,9,1,2,0,501.0,7.0,1,generator_only,15
1201,referral_hospital,O2_0107,peri_urban,294,1,1,1,1,PSA_plant_onsite,0,0,5.2,1,8,4,14,0,1,1,1,1,1,0,not_applicable,2024,4,39,COVID19_severe,29,10,0,4,0,715.0,9.0,1,grid_reliable,9
1202,referral_hospital,O2_0145,rural,221,1,1,1,1,PSA_plant_onsite,0,0,4.6,1,5,4,3,1,1,1,1,1,1,0,not_applicable,2022,8,40,pneumonia_child,37,3,1,0,0,581.0,11.0,1,solar,2
1203,referral_hospital,O2_0142,urban,295,1,1,1,1,LOX_bulk_tank,5,2,6.9,1,9,6,0,0,1,1,1,0,0,18,PSA_plant_breakdown,2021,9,41,sepsis,0,41,0,16,15,812.0,32.0,1,grid_unreliable,2
1204,referral_hospital,O2_0097,urban,268,1,1,1,1,oxygen_concentrator,4,2,2.2,1,11,9,2,0,1,1,0,1,1,0,not_applicable,2022,11,47,heart_failure,43,4,0,1,0,901.0,8.0,1,solar,17
1205,referral_hospital,O2_0127,urban,183,1,1,1,1,cylinder_piped,0,0,0.5,1,11,5,3,0,1,1,1,1,1,0,not_applicable,2023,6,43,neonatal_respiratory,43,0,1,0,0,969.0,26.0,1,grid_reliable,4
1206,referral_hospital,O2_0046,urban,240,1,1,1,1,oxygen_concentrator,1,0,1.0,1,10,2,0,0,1,1,1,1,0,0,not_applicable,2024,11,39,neonatal_respiratory,38,1,1,0,0,603.0,7.0,1,generator_only,2
1207,referral_hospital,O2_0140,rural,219,1,1,1,1,PSA_plant_onsite,0,0,4.6,1,16,3,13,1,1,1,1,0,0,25,piping_system_leak,2023,11,31,COVID19_severe,0,31,0,8,8,938.0,8.0,1,grid_reliable,4
1208,referral_hospital,O2_0087,urban,221,1,1,1,1,cylinder_portable,4,3,5.5,1,8,4,2,0,1,0,0,1,1,0,not_applicable,2024,5,33,other_hypoxemia,27,6,1,2,0,783.0,17.0,1,grid_unreliable,3
1209,referral_hospital,O2_0166,urban,267,1,1,1,1,LOX_bulk_tank,0,0,13.2,1,7,8,3,0,1,1,0,1,1,1,cylinder_delivery_delay,2023,1,41,pneumonia_adult,35,6,0,1,0,1092.0,27.0,0,grid_unreliable,1
1210,referral_hospital,O2_0015,urban,240,1,1,1,1,LOX_bulk_tank,0,0,0.8,1,9,2,0,0,1,1,1,1,1,0,not_applicable,2023,2,37,other_hypoxemia,30,7,1,1,0,688.0,4.0,1,grid_reliable,0
1211,referral_hospital,O2_0125,urban,273,1,1,1,1,cylinder_piped,0,0,1.6,1,11,6,1,0,1,1,1,1,1,0,not_applicable,2023,9,46,neonatal_respiratory,34,12,1,2,0,874.0,12.0,1,grid_reliable,11
1212,referral_hospital,O2_0102,urban,262,1,1,1,1,oxygen_concentrator,3,2,5.1,1,9,4,4,0,1,1,1,1,1,3,cylinder_delivery_delay,2022,12,33,other_hypoxemia,25,8,1,4,0,574.0,25.0,1,grid_unreliable,18
1213,referral_hospital,O2_0156,rural,323,1,1,1,1,oxygen_concentrator,2,1,2.4,1,5,6,9,0,1,1,1,1,1,0,not_applicable,2023,6,39,sepsis,34,5,1,2,0,737.0,38.0,1,grid_reliable,0
1214,referral_hospital,O2_0144,urban,230,1,1,1,1,PSA_plant_onsite,0,0,1.7,1,7,3,0,1,1,1,0,1,0,0,not_applicable,2024,11,30,neonatal_respiratory,28,2,0,1,0,836.0,8.0,1,grid_reliable,0
1215,referral_hospital,O2_0146,urban,197,1,1,1,1,cylinder_piped,0,0,4.0,1,10,5,0,0,1,1,1,1,0,5,power_outage,2024,9,35,severe_malaria,31,4,0,0,0,886.0,0.0,1,grid_reliable,3
1216,referral_hospital,O2_0148,urban,271,1,1,1,1,PSA_plant_onsite,0,0,3.3,1,10,2,18,1,1,0,0,1,1,0,not_applicable,2021,8,50,pneumonia_child,26,24,1,7,0,878.0,13.0,0,grid_unreliable,7
1217,referral_hospital,O2_0054,peri_urban,183,1,1,1,1,PSA_plant_onsite,0,0,1.0,1,8,8,1,0,1,1,1,1,0,1,concentrator_malfunction,2024,2,37,asthma_severe,26,11,1,2,0,813.0,25.0,1,grid_reliable,4
1218,referral_hospital,O2_0031,urban,160,1,1,1,1,cylinder_portable,0,0,0.4,1,10,8,0,0,1,1,1,1,0,0,not_applicable,2023,2,36,trauma,28,8,1,3,0,757.0,0.0,0,grid_reliable,1
1219,referral_hospital,O2_0104,urban,198,1,1,1,1,LOX_bulk_tank,0,0,1.3,1,8,7,1,0,1,1,1,0,0,6,regulator_valve_failure,2024,1,50,severe_malaria,0,50,0,17,7,564.0,13.0,1,solar,1
1220,referral_hospital,O2_0033,peri_urban,177,1,1,1,1,LOX_bulk_tank,0,0,0.3,1,15,2,2,0,1,1,1,1,1,8,power_outage,2023,6,48,pneumonia_adult,45,3,0,2,0,1016.0,23.0,1,grid_unreliable,1
1221,referral_hospital,O2_0097,urban,322,1,1,1,1,LOX_bulk_tank,0,0,0.7,1,10,3,4,0,1,1,1,1,1,0,not_applicable,2024,7,27,trauma,22,5,1,4,0,784.0,2.0,1,grid_reliable,1
1222,referral_hospital,O2_0101,urban,314,1,1,1,1,cylinder_piped,0,0,1.8,1,7,2,0,0,1,1,1,1,0,0,not_applicable,2023,12,36,pneumonia_child,33,3,1,1,0,782.0,2.0,1,grid_unreliable,6
1223,referral_hospital,O2_0140,urban,264,1,1,1,1,PSA_plant_onsite,0,0,2.3,1,8,6,1,1,1,1,1,1,0,0,not_applicable,2021,12,46,surgical_anaesthesia,42,4,1,3,0,721.0,32.0,0,grid_reliable,1
1224,referral_hospital,O2_0101,peri_urban,222,1,1,1,1,LOX_bulk_tank,0,0,1.1,1,9,6,5,0,1,1,1,1,0,1,concentrator_malfunction,2024,5,45,COVID19_severe,30,15,1,4,0,852.0,13.0,1,none,3
1225,referral_hospital,O2_0056,rural,257,1,1,1,1,LOX_bulk_tank,0,0,0.9,1,15,4,1,0,1,1,1,1,1,0,not_applicable,2022,9,41,surgical_anaesthesia,41,0,0,0,0,1009.0,20.0,1,grid_reliable,5
1226,referral_hospital,O2_0116,urban,188,1,1,1,1,PSA_plant_onsite,0,0,8.4,1,10,5,19,1,1,1,1,1,1,0,not_applicable,2021,12,48,pneumonia_child,38,10,0,2,0,670.0,9.0,1,grid_unreliable,7
1227,referral_hospital,O2_0098,peri_urban,237,1,1,1,1,PSA_plant_onsite,0,0,0.8,1,13,3,2,1,1,1,0,1,1,0,not_applicable,2023,9,41,asthma_severe,26,15,1,2,0,700.0,18.0,1,grid_unreliable,10
1228,referral_hospital,O2_0045,urban,323,1,1,1,1,LOX_bulk_tank,0,0,4.1,1,4,5,3,0,1,0,0,1,1,0,not_applicable,2022,4,32,COPD_exacerbation,18,14,1,3,0,782.0,18.0,0,solar,0
1229,referral_hospital,O2_0019,urban,242,1,1,1,1,cylinder_piped,0,0,4.5,1,9,3,4,0,1,1,1,1,1,0,not_applicable,2023,4,39,pneumonia_child,32,7,1,3,0,721.0,29.0,1,generator_only,9
1230,referral_hospital,O2_0065,urban,298,1,1,1,1,oxygen_concentrator,4,2,0.1,1,12,3,3,0,1,1,1,1,1,5,demand_surge,2024,9,46,surgical_anaesthesia,44,2,0,2,0,564.0,20.0,1,solar,4
1231,referral_hospital,O2_0006,rural,220,1,1,1,1,LOX_bulk_tank,0,0,2.5,1,6,7,5,0,1,0,0,0,0,6,PSA_plant_breakdown,2023,5,38,COVID19_severe,0,38,0,15,0,478.0,23.0,1,grid_unreliable,16
1232,referral_hospital,O2_0006,peri_urban,248,1,1,1,1,cylinder_piped,0,0,6.8,1,5,5,9,0,1,1,0,1,1,0,not_applicable,2024,11,30,severe_malaria,28,2,0,0,0,752.0,51.0,0,grid_reliable,13
1233,referral_hospital,O2_0088,urban,297,1,1,1,1,cylinder_piped,0,0,3.5,1,12,5,6,0,1,1,1,1,1,0,not_applicable,2023,3,34,severe_malaria,22,12,1,4,0,674.0,20.0,1,grid_unreliable,8
1234,referral_hospital,O2_0102,rural,244,1,1,1,1,oxygen_concentrator,3,1,1.9,1,11,5,1,0,1,1,1,1,1,0,not_applicable,2024,4,46,severe_malaria,46,0,1,0,0,885.0,26.0,1,generator_only,7
1235,referral_hospital,O2_0163,urban,250,1,1,1,1,LOX_bulk_tank,0,0,0.6,1,14,4,0,0,1,1,0,1,1,1,power_outage,2023,10,36,neonatal_respiratory,30,6,0,2,0,661.0,18.0,1,grid_unreliable,4
1236,referral_hospital,O2_0014,rural,243,1,1,1,1,cylinder_piped,0,0,2.3,1,11,4,3,0,1,1,0,1,0,1,piping_system_leak,2023,8,33,surgical_anaesthesia,29,4,1,0,0,1050.0,9.0,1,grid_reliable,4
1237,referral_hospital,O2_0143,rural,276,1,1,1,1,PSA_plant_onsite,0,0,2.1,1,4,7,6,0,1,0,0,1,1,0,not_applicable,2024,11,30,pneumonia_adult,22,8,1,2,0,647.0,4.0,0,grid_unreliable,7
1238,referral_hospital,O2_0153,urban,140,1,1,1,1,LOX_bulk_tank,0,0,0.5,1,2,6,7,0,1,1,1,1,1,1,cylinder_delivery_delay,2024,12,44,neonatal_respiratory,40,4,1,2,0,475.0,2.0,1,solar,1
1239,referral_hospital,O2_0126,urban,245,1,1,1,1,LOX_bulk_tank,0,0,0.2,1,12,1,0,0,1,1,0,1,1,5,PSA_plant_breakdown,2022,1,47,pneumonia_adult,33,14,1,5,0,1064.0,6.0,1,grid_reliable,1
1240,referral_hospital,O2_0016,rural,240,1,1,1,1,LOX_bulk_tank,0,0,0.1,1,8,8,6,0,1,1,1,1,1,0,not_applicable,2023,5,48,asthma_severe,32,16,1,6,0,827.0,90.0,1,grid_reliable,2
1241,referral_hospital,O2_0195,peri_urban,205,1,1,1,1,PSA_plant_onsite,0,0,2.5,1,10,6,4,1,1,1,0,1,0,0,not_applicable,2021,7,35,neonatal_respiratory,28,7,1,3,0,802.0,30.0,1,grid_reliable,2
1242,referral_hospital,O2_0134,peri_urban,231,1,1,1,1,oxygen_concentrator,4,1,4.4,1,11,7,13,0,1,0,0,1,1,7,funding_for_refill,2023,3,40,surgical_anaesthesia,40,0,1,0,0,725.0,7.0,1,grid_unreliable,2
1243,referral_hospital,O2_0108,rural,292,1,1,1,1,cylinder_piped,8,4,3.6,1,8,7,0,0,1,0,0,1,0,0,not_applicable,2022,6,45,COVID19_severe,29,16,1,7,0,877.0,2.0,1,grid_unreliable,9
1244,referral_hospital,O2_0033,rural,166,1,1,1,1,LOX_bulk_tank,0,0,3.0,1,7,6,1,0,1,1,1,1,1,3,concentrator_malfunction,2022,9,44,severe_malaria,44,0,1,0,0,1012.0,4.0,1,solar,5
1245,referral_hospital,O2_0113,urban,218,1,1,1,1,PSA_plant_onsite,0,0,2.2,1,10,6,4,0,1,1,1,1,1,0,not_applicable,2022,5,45,other_hypoxemia,43,2,0,0,0,814.0,3.0,0,grid_unreliable,4
1246,referral_hospital,O2_0193,urban,182,1,1,1,1,oxygen_concentrator,2,1,1.0,1,7,4,3,0,1,1,1,0,0,22,power_outage,2023,4,40,pneumonia_child,0,40,0,17,14,444.0,17.0,0,generator_only,3
1247,referral_hospital,O2_0056,rural,233,1,1,1,1,cylinder_piped,0,0,4.9,1,9,3,8,0,1,1,1,0,0,30,piping_system_leak,2024,12,40,pneumonia_adult,0,40,0,22,9,653.0,59.0,1,solar,6
1248,referral_hospital,O2_0100,rural,217,1,1,1,1,LOX_bulk_tank,4,3,3.7,1,14,1,10,0,1,1,1,1,1,0,not_applicable,2023,6,45,COPD_exacerbation,29,16,1,4,0,716.0,28.0,1,grid_unreliable,4
1249,referral_hospital,O2_0103,peri_urban,266,1,1,1,1,cylinder_piped,0,0,2.8,1,10,5,2,0,1,1,1,1,0,5,PSA_plant_breakdown,2023,10,45,surgical_anaesthesia,33,12,1,3,0,620.0,13.0,0,grid_unreliable,5
1250,referral_hospital,O2_0016,peri_urban,207,1,1,1,1,PSA_plant_onsite,8,8,1.3,1,5,6,3,1,1,1,0,1,1,0,not_applicable,2024,11,36,sepsis,36,0,1,0,0,566.0,1.0,0,none,14
1251,referral_hospital,O2_0072,peri_urban,261,1,1,1,1,PSA_plant_onsite,0,0,1.3,1,9,6,0,1,1,0,0,0,0,20,power_outage,2023,7,39,pneumonia_child,0,39,0,8,3,943.0,27.0,1,grid_unreliable,1
1252,referral_hospital,O2_0008,urban,218,1,1,1,1,oxygen_concentrator,5,2,5.6,1,8,8,2,0,1,0,0,1,1,0,not_applicable,2024,10,33,trauma,31,2,1,2,0,691.0,12.0,1,grid_unreliable,3
1253,referral_hospital,O2_0147,urban,244,1,1,1,1,LOX_bulk_tank,0,0,0.7,1,9,3,6,0,1,1,0,1,1,0,not_applicable,2021,12,32,COPD_exacerbation,26,6,1,2,0,962.0,24.0,1,grid_unreliable,1
1254,referral_hospital,O2_0094,peri_urban,215,1,1,1,1,cylinder_piped,0,0,5.1,1,7,2,0,0,1,1,1,1,1,2,demand_surge,2022,5,46,COPD_exacerbation,33,13,1,5,0,1158.0,13.0,1,none,7
1255,referral_hospital,O2_0044,urban,307,1,1,1,1,oxygen_concentrator,3,1,1.5,1,13,4,8,0,1,1,0,0,0,4,supplier_stockout,2024,2,49,asthma_severe,0,49,0,17,22,585.0,26.0,1,grid_reliable,3
1256,referral_hospital,O2_0153,peri_urban,209,1,1,1,1,oxygen_concentrator,2,1,2.0,1,13,2,2,0,1,1,1,0,0,1,demand_surge,2023,6,38,COPD_exacerbation,0,38,0,16,5,1042.0,13.0,1,generator_only,0
1257,referral_hospital,O2_0123,urban,191,1,1,1,1,PSA_plant_onsite,0,0,11.2,1,6,4,7,1,1,1,0,1,1,0,not_applicable,2023,5,43,surgical_anaesthesia,36,7,1,0,0,828.0,15.0,1,solar,0
1258,referral_hospital,O2_0176,urban,241,1,1,1,1,LOX_bulk_tank,4,3,1.0,1,9,5,9,0,1,1,0,1,1,0,not_applicable,2024,4,34,COPD_exacerbation,28,6,0,2,0,646.0,6.0,1,grid_unreliable,0
1259,referral_hospital,O2_0144,urban,254,1,1,1,1,PSA_plant_onsite,0,0,6.8,1,9,7,6,1,1,1,1,1,1,1,concentrator_malfunction,2022,8,40,COPD_exacerbation,26,14,1,4,0,822.0,0.0,1,generator_only,8
1260,referral_hospital,O2_0186,urban,191,1,1,1,1,PSA_plant_onsite,0,0,2.8,1,13,4,16,1,1,0,0,1,1,3,PSA_plant_breakdown,2023,6,25,surgical_anaesthesia,25,0,1,0,0,895.0,2.0,1,grid_reliable,13
1261,referral_hospital,O2_0173,peri_urban,202,1,1,1,1,cylinder_piped,7,4,6.3,1,12,1,21,0,1,1,1,0,0,8,demand_surge,2021,3,33,other_hypoxemia,0,33,0,13,4,608.0,26.0,1,grid_unreliable,1
1262,referral_hospital,O2_0064,peri_urban,251,1,1,1,1,oxygen_concentrator,5,2,0.8,1,6,4,0,0,1,1,0,1,1,11,PSA_plant_breakdown,2023,2,44,other_hypoxemia,43,1,1,0,0,867.0,10.0,1,grid_unreliable,1
1263,referral_hospital,O2_0129,urban,239,1,1,1,1,LOX_bulk_tank,0,0,0.8,1,13,5,3,0,1,1,1,1,1,0,not_applicable,2022,3,33,severe_malaria,22,11,1,5,0,658.0,19.0,0,grid_reliable,28
1264,referral_hospital,O2_0072,peri_urban,323,1,1,1,1,cylinder_piped,0,0,6.7,1,9,5,0,0,1,1,0,0,0,19,empty_cylinders_not_collected,2022,4,29,pneumonia_child,0,29,0,9,8,849.0,33.0,1,generator_only,2
1265,referral_hospital,O2_0189,peri_urban,262,1,1,1,1,PSA_plant_onsite,3,1,6.3,1,13,7,0,0,1,1,1,1,1,0,not_applicable,2022,4,41,other_hypoxemia,37,4,0,4,0,749.0,9.0,1,grid_reliable,2
1266,referral_hospital,O2_0035,rural,270,1,1,1,1,LOX_bulk_tank,0,0,2.5,1,10,4,3,0,1,1,1,1,1,0,not_applicable,2022,7,39,COVID19_severe,26,13,1,2,0,759.0,11.0,0,grid_unreliable,5
1267,referral_hospital,O2_0066,urban,258,1,1,1,1,cylinder_piped,0,0,9.8,1,9,3,4,0,1,1,0,0,0,30,concentrator_malfunction,2021,1,43,COPD_exacerbation,0,43,0,10,16,629.0,3.0,1,grid_reliable,2
1268,referral_hospital,O2_0174,peri_urban,286,1,1,1,1,cylinder_piped,0,0,0.8,1,11,3,1,0,1,1,0,1,1,0,not_applicable,2021,5,41,sepsis,34,7,1,4,0,717.0,3.0,1,solar,3
1269,referral_hospital,O2_0132,urban,311,1,1,1,1,LOX_bulk_tank,0,0,0.8,1,4,10,7,0,1,1,1,1,0,0,not_applicable,2022,11,40,surgical_anaesthesia,34,6,0,2,0,848.0,0.0,1,grid_unreliable,4
1270,referral_hospital,O2_0029,urban,260,1,1,1,1,PSA_plant_onsite,0,0,0.9,1,13,2,2,1,1,1,0,1,1,0,not_applicable,2022,7,42,neonatal_respiratory,38,4,0,1,0,731.0,27.0,1,solar,5
1271,referral_hospital,O2_0191,urban,228,1,1,1,1,oxygen_concentrator,6,4,0.4,1,10,7,0,0,1,1,1,1,1,0,not_applicable,2022,11,39,neonatal_respiratory,29,10,1,3,0,842.0,14.0,1,grid_reliable,3
1272,referral_hospital,O2_0061,urban,291,1,1,1,1,oxygen_concentrator,5,4,13.2,1,6,3,4,0,1,1,1,1,1,0,not_applicable,2023,1,41,COVID19_severe,35,6,1,3,0,873.0,4.0,1,none,0
1273,referral_hospital,O2_0076,urban,230,1,1,1,1,cylinder_piped,0,0,0.8,1,12,7,9,0,1,0,0,1,1,0,not_applicable,2021,4,39,neonatal_respiratory,28,11,1,5,0,323.0,7.0,1,grid_unreliable,0
1274,referral_hospital,O2_0086,urban,217,1,1,1,1,cylinder_piped,0,0,0.3,1,5,5,2,0,1,1,0,1,1,1,empty_cylinders_not_collected,2022,8,44,neonatal_respiratory,39,5,1,0,0,498.0,1.0,1,generator_only,0
1275,referral_hospital,O2_0098,urban,221,1,1,1,1,oxygen_concentrator,5,3,6.2,1,7,5,1,0,1,1,1,1,1,0,not_applicable,2022,6,29,pneumonia_child,25,4,0,0,0,652.0,19.0,1,grid_reliable,2
1276,referral_hospital,O2_0158,urban,264,1,1,1,1,PSA_plant_onsite,0,0,2.9,1,10,2,2,1,1,1,1,1,1,0,not_applicable,2024,3,38,heart_failure,31,7,1,1,0,878.0,3.0,1,grid_reliable,16
1277,referral_hospital,O2_0059,urban,219,1,1,1,1,PSA_plant_onsite,0,0,1.7,1,13,6,6,0,1,1,1,1,1,0,not_applicable,2022,8,43,pneumonia_adult,15,28,0,10,0,897.0,51.0,1,solar,5
1278,referral_hospital,O2_0152,urban,242,1,1,1,1,cylinder_portable,0,0,4.6,1,10,4,1,0,1,0,0,1,0,0,not_applicable,2022,8,51,trauma,42,9,1,4,0,1011.0,19.0,1,none,8
1279,referral_hospital,O2_0106,urban,284,1,1,1,1,cylinder_piped,0,0,0.5,1,12,6,0,0,1,1,1,1,1,0,not_applicable,2022,1,39,other_hypoxemia,25,14,1,3,0,894.0,45.0,1,grid_reliable,8
1280,referral_hospital,O2_0054,peri_urban,237,1,1,1,1,PSA_plant_onsite,0,0,0.1,1,12,6,14,1,1,1,0,1,1,0,not_applicable,2023,6,37,severe_malaria,36,1,1,0,0,876.0,1.0,0,grid_unreliable,18
1281,referral_hospital,O2_0180,urban,289,1,1,1,1,cylinder_portable,9,5,0.6,1,13,2,7,0,1,1,1,1,1,0,not_applicable,2023,2,47,severe_malaria,39,8,1,2,0,882.0,47.0,0,solar,5
1282,referral_hospital,O2_0078,peri_urban,244,1,1,1,1,LOX_bulk_tank,0,0,0.1,1,6,4,4,0,1,1,1,1,1,0,not_applicable,2022,1,52,pneumonia_adult,38,14,1,7,0,852.0,19.0,1,grid_unreliable,3
1283,referral_hospital,O2_0014,rural,291,1,1,1,1,cylinder_portable,0,0,0.7,1,9,8,6,0,1,1,1,1,1,0,not_applicable,2022,2,43,pneumonia_child,38,5,1,1,0,676.0,6.0,1,grid_unreliable,1
1284,referral_hospital,O2_0016,rural,276,1,1,1,1,PSA_plant_onsite,0,0,1.0,1,13,7,6,1,1,1,0,1,0,0,not_applicable,2024,3,42,trauma,30,12,1,5,0,1025.0,8.0,1,grid_reliable,2
1285,referral_hospital,O2_0040,peri_urban,242,1,1,1,1,LOX_bulk_tank,4,3,2.3,1,8,5,16,0,1,0,0,1,1,0,not_applicable,2022,4,39,pneumonia_adult,34,5,1,3,0,1086.0,8.0,0,grid_unreliable,7
1286,referral_hospital,O2_0191,peri_urban,258,1,1,1,1,cylinder_piped,5,3,1.1,1,16,6,4,0,1,1,0,1,0,0,not_applicable,2024,1,39,asthma_severe,27,12,1,3,0,667.0,12.0,1,generator_only,0
1287,referral_hospital,O2_0076,rural,275,1,1,1,1,PSA_plant_onsite,0,0,2.4,1,14,7,1,0,1,1,1,1,1,0,not_applicable,2024,2,37,trauma,32,5,1,1,0,595.0,9.0,1,grid_unreliable,1
1288,referral_hospital,O2_0013,peri_urban,208,1,1,1,1,PSA_plant_onsite,0,0,1.5,1,10,3,7,0,1,1,1,1,1,0,not_applicable,2024,4,46,heart_failure,39,7,0,5,0,811.0,7.0,1,grid_unreliable,0
1289,referral_hospital,O2_0183,urban,245,1,1,1,1,PSA_plant_onsite,0,0,3.7,1,8,4,0,0,1,1,1,0,0,4,power_outage,2024,9,40,pneumonia_child,0,40,0,18,10,799.0,14.0,1,grid_reliable,6
1290,referral_hospital,O2_0199,urban,229,1,1,1,1,cylinder_piped,0,0,2.0,1,18,10,0,0,1,1,1,1,1,1,power_outage,2021,5,52,trauma,41,11,0,4,0,935.0,26.0,1,grid_reliable,4
1291,referral_hospital,O2_0025,peri_urban,224,1,1,1,1,oxygen_concentrator,4,3,1.0,1,11,6,11,0,1,1,1,1,1,0,not_applicable,2024,4,57,sepsis,49,8,1,3,0,807.0,71.0,0,grid_unreliable,7
1292,referral_hospital,O2_0001,urban,284,1,1,1,1,oxygen_concentrator,4,2,2.4,1,9,8,6,0,1,1,1,0,0,7,PSA_plant_breakdown,2023,9,35,neonatal_respiratory,0,35,0,19,12,573.0,18.0,1,grid_reliable,2
1293,referral_hospital,O2_0099,peri_urban,347,1,1,1,1,LOX_bulk_tank,0,0,1.3,1,5,3,5,0,1,0,0,1,1,0,not_applicable,2024,1,39,pneumonia_adult,31,8,0,3,0,906.0,9.0,0,grid_reliable,1
1294,referral_hospital,O2_0106,urban,296,1,1,1,1,LOX_bulk_tank,0,0,3.6,1,8,4,2,0,1,1,0,1,1,3,power_outage,2023,12,47,COPD_exacerbation,36,11,1,4,0,552.0,4.0,0,grid_reliable,22
1295,referral_hospital,O2_0038,urban,235,1,1,1,1,PSA_plant_onsite,0,0,4.6,1,8,5,3,1,1,1,1,1,1,0,not_applicable,2021,6,40,other_hypoxemia,32,8,0,3,0,977.0,3.0,1,generator_only,4
1296,referral_hospital,O2_0057,peri_urban,162,1,1,1,1,LOX_bulk_tank,0,0,0.1,1,10,8,6,0,1,0,0,1,1,0,not_applicable,2024,3,46,neonatal_respiratory,41,5,1,3,0,594.0,20.0,1,grid_reliable,0
1297,referral_hospital,O2_0011,peri_urban,313,1,1,1,1,LOX_bulk_tank,0,0,6.2,1,9,2,7,0,1,1,1,1,1,0,not_applicable,2021,5,35,pneumonia_adult,23,12,0,4,0,724.0,8.0,1,grid_unreliable,4
1298,referral_hospital,O2_0024,urban,241,1,1,1,1,LOX_bulk_tank,0,0,0.3,1,10,5,1,0,1,1,1,1,1,0,not_applicable,2024,2,50,surgical_anaesthesia,27,23,0,9,0,577.0,19.0,1,grid_reliable,7
1299,referral_hospital,O2_0158,urban,244,1,1,1,1,oxygen_concentrator,3,2,6.0,1,7,6,1,0,1,0,0,0,0,15,cylinder_delivery_delay,2022,11,34,neonatal_respiratory,0,34,0,6,9,708.0,46.0,1,grid_reliable,7
1300,referral_hospital,O2_0033,urban,266,1,1,1,1,cylinder_piped,0,0,7.0,1,12,11,4,0,1,1,1,1,0,13,PSA_plant_breakdown,2023,2,36,asthma_severe,24,12,1,5,0,809.0,11.0,1,grid_unreliable,2
1301,referral_hospital,O2_0065,urban,189,1,1,1,1,oxygen_concentrator,3,1,0.1,1,6,8,3,0,1,1,1,1,0,0,not_applicable,2023,3,42,surgical_anaesthesia,40,2,0,1,0,858.0,7.0,1,grid_reliable,4
1302,referral_hospital,O2_0096,urban,193,1,1,1,1,PSA_plant_onsite,9,9,1.6,1,10,5,0,1,1,0,0,1,1,2,empty_cylinders_not_collected,2022,6,40,neonatal_respiratory,25,15,0,3,0,621.0,6.0,1,grid_unreliable,10
1303,referral_hospital,O2_0199,urban,265,1,1,1,1,cylinder_piped,0,0,14.4,1,6,4,0,0,1,1,1,1,1,0,not_applicable,2022,2,29,surgical_anaesthesia,24,5,1,2,0,480.0,5.0,1,none,1
1304,referral_hospital,O2_0153,urban,241,1,1,1,1,oxygen_concentrator,11,6,0.7,1,7,4,2,0,1,1,0,1,1,0,not_applicable,2024,10,41,severe_malaria,39,2,0,2,0,722.0,19.0,1,grid_unreliable,1
1305,referral_hospital,O2_0178,urban,211,1,1,1,1,LOX_bulk_tank,0,0,0.2,1,12,0,1,0,1,1,0,1,1,0,not_applicable,2023,4,47,pneumonia_child,47,0,1,0,0,920.0,3.0,1,solar,0
1306,referral_hospital,O2_0035,peri_urban,215,1,1,1,1,LOX_bulk_tank,0,0,0.3,1,10,4,5,0,1,1,1,1,1,0,not_applicable,2024,8,31,COVID19_severe,20,11,1,4,0,714.0,19.0,1,grid_reliable,2
1307,referral_hospital,O2_0084,peri_urban,200,1,1,1,1,oxygen_concentrator,3,2,2.9,1,9,5,0,0,1,1,1,1,1,0,not_applicable,2023,12,41,sepsis,29,12,1,3,0,734.0,54.0,1,grid_reliable,3
1308,referral_hospital,O2_0110,rural,271,1,1,1,1,LOX_bulk_tank,0,0,2.3,1,14,5,2,0,1,1,1,1,1,0,not_applicable,2022,11,40,pneumonia_child,22,18,1,8,0,867.0,0.0,1,grid_reliable,12
1309,referral_hospital,O2_0040,urban,292,1,1,1,1,PSA_plant_onsite,0,0,1.6,1,9,7,0,1,1,1,0,1,0,0,not_applicable,2023,7,50,neonatal_respiratory,35,15,0,4,0,788.0,8.0,1,grid_unreliable,0
1310,referral_hospital,O2_0168,urban,146,1,1,1,1,oxygen_concentrator,1,0,2.6,1,7,5,2,0,1,1,1,1,0,0,not_applicable,2023,8,45,heart_failure,32,13,0,7,0,650.0,5.0,1,grid_unreliable,7
1311,referral_hospital,O2_0130,urban,174,1,1,1,1,PSA_plant_onsite,0,0,0.5,1,8,8,3,1,1,1,1,1,1,0,not_applicable,2021,7,42,pneumonia_adult,31,11,1,4,0,895.0,3.0,1,grid_reliable,1
1312,referral_hospital,O2_0109,urban,274,1,1,1,1,PSA_plant_onsite,0,0,3.7,1,7,8,2,1,1,1,1,1,1,0,not_applicable,2024,7,44,pneumonia_child,44,0,1,0,0,813.0,6.0,0,grid_reliable,0
1313,referral_hospital,O2_0091,rural,272,1,1,1,1,oxygen_concentrator,5,3,0.7,1,6,5,10,0,1,1,0,1,1,0,not_applicable,2024,2,38,neonatal_respiratory,29,9,1,3,0,714.0,10.0,1,grid_unreliable,3
1314,referral_hospital,O2_0192,rural,173,1,1,1,1,oxygen_concentrator,4,2,3.0,1,16,5,6,0,1,1,1,0,0,1,concentrator_malfunction,2022,3,32,severe_malaria,0,32,0,7,12,569.0,5.0,1,grid_reliable,12
1315,referral_hospital,O2_0183,urban,227,1,1,1,1,PSA_plant_onsite,0,0,0.1,1,5,4,4,1,1,1,1,1,1,0,not_applicable,2022,12,41,COPD_exacerbation,30,11,1,6,0,779.0,2.0,1,none,5
1316,referral_hospital,O2_0137,peri_urban,213,1,1,1,1,LOX_bulk_tank,0,0,0.3,1,12,5,13,0,1,1,1,1,1,0,not_applicable,2023,2,34,COPD_exacerbation,23,11,0,5,0,753.0,18.0,1,grid_unreliable,6
1317,referral_hospital,O2_0198,urban,310,1,1,1,1,PSA_plant_onsite,0,0,1.2,1,4,1,3,1,1,1,1,1,1,0,not_applicable,2023,12,41,pneumonia_adult,30,11,1,5,0,814.0,27.0,1,generator_only,2
1318,referral_hospital,O2_0044,rural,246,1,1,1,1,oxygen_concentrator,4,3,5.3,1,10,5,4,0,1,0,0,1,1,3,PSA_plant_breakdown,2023,12,43,surgical_anaesthesia,30,13,1,5,0,943.0,5.0,1,grid_reliable,11
1319,referral_hospital,O2_0038,urban,226,1,1,1,1,LOX_bulk_tank,0,0,2.0,1,8,7,10,0,1,0,0,1,1,0,not_applicable,2023,6,36,pneumonia_adult,28,8,0,3,0,850.0,32.0,1,grid_reliable,5
1320,referral_hospital,O2_0120,urban,278,1,1,1,1,LOX_bulk_tank,0,0,8.3,1,7,4,3,0,1,1,1,1,1,0,not_applicable,2023,5,45,pneumonia_child,33,12,1,4,0,917.0,21.0,1,grid_reliable,3
1321,referral_hospital,O2_0011,urban,234,1,1,1,1,LOX_bulk_tank,0,0,8.6,1,8,7,0,0,1,1,1,1,1,0,not_applicable,2023,12,39,pneumonia_child,27,12,0,8,0,1001.0,3.0,1,grid_unreliable,1
1322,referral_hospital,O2_0100,peri_urban,134,1,1,1,1,cylinder_piped,0,0,1.4,1,14,4,2,0,1,1,1,1,1,0,not_applicable,2021,11,44,trauma,22,22,1,9,0,773.0,13.0,1,generator_only,7
1323,referral_hospital,O2_0036,urban,224,1,1,1,1,LOX_bulk_tank,0,0,0.9,1,8,1,1,0,1,1,1,1,1,0,not_applicable,2024,11,36,surgical_anaesthesia,31,5,1,1,0,634.0,17.0,1,grid_reliable,0
1324,referral_hospital,O2_0052,urban,147,1,1,1,1,cylinder_piped,0,0,0.1,1,9,7,1,0,1,1,1,1,1,1,regulator_valve_failure,2024,1,31,pneumonia_child,16,15,1,6,0,831.0,5.0,1,grid_reliable,1
1325,referral_hospital,O2_0154,peri_urban,223,1,1,1,1,cylinder_piped,0,0,2.3,1,5,5,0,0,1,0,0,1,1,0,not_applicable,2023,6,37,other_hypoxemia,37,0,1,0,0,610.0,21.0,0,grid_reliable,7
1326,referral_hospital,O2_0054,peri_urban,245,1,1,1,1,oxygen_concentrator,4,3,6.1,1,6,5,8,0,1,1,1,1,1,0,not_applicable,2023,4,39,COVID19_severe,19,20,1,12,0,661.0,6.0,0,none,12
1327,referral_hospital,O2_0131,urban,204,1,1,1,1,oxygen_concentrator,3,1,4.7,1,11,2,1,0,1,0,0,0,0,17,concentrator_malfunction,2024,11,28,severe_malaria,0,28,0,10,16,703.0,18.0,1,solar,6
1328,referral_hospital,O2_0045,peri_urban,229,1,1,1,1,PSA_plant_onsite,0,0,2.2,1,12,5,1,0,1,1,1,1,1,1,concentrator_malfunction,2024,7,43,COVID19_severe,33,10,1,3,0,842.0,4.0,1,grid_unreliable,5
1329,referral_hospital,O2_0089,urban,267,1,1,1,1,cylinder_piped,0,0,6.5,1,9,1,4,0,1,0,0,1,1,0,not_applicable,2024,12,31,sepsis,19,12,1,3,0,893.0,3.0,1,generator_only,4
1330,referral_hospital,O2_0104,urban,255,1,1,1,1,cylinder_portable,0,0,0.5,1,5,6,1,0,1,0,0,1,1,0,not_applicable,2022,9,38,COPD_exacerbation,36,2,1,0,0,835.0,3.0,1,grid_unreliable,12
1331,referral_hospital,O2_0131,urban,219,1,1,1,1,LOX_bulk_tank,4,2,7.0,1,11,6,1,0,1,1,1,1,1,0,not_applicable,2023,9,33,severe_malaria,25,8,1,5,0,842.0,55.0,1,grid_unreliable,0
1332,referral_hospital,O2_0126,urban,268,1,1,1,1,LOX_bulk_tank,0,0,3.5,1,12,4,6,0,1,1,1,1,1,0,not_applicable,2021,7,44,pneumonia_adult,31,13,0,9,0,683.0,43.0,0,grid_unreliable,3
1333,referral_hospital,O2_0196,urban,231,1,1,1,1,cylinder_portable,0,0,0.2,1,9,4,12,0,1,1,0,1,1,3,concentrator_malfunction,2023,1,27,pneumonia_child,27,0,1,0,0,806.0,13.0,0,grid_reliable,1
1334,referral_hospital,O2_0028,urban,232,1,1,1,1,cylinder_portable,0,0,1.2,1,16,9,0,0,1,1,1,1,1,2,power_outage,2024,5,34,heart_failure,18,16,1,8,0,899.0,1.0,0,grid_unreliable,1
1335,referral_hospital,O2_0003,peri_urban,225,1,1,1,1,LOX_bulk_tank,3,1,1.1,1,10,3,11,0,1,1,0,1,1,1,PSA_plant_breakdown,2022,3,32,pneumonia_adult,21,11,1,5,0,734.0,3.0,1,grid_unreliable,0
1336,referral_hospital,O2_0159,urban,280,1,1,1,1,oxygen_concentrator,0,0,8.9,1,5,5,6,0,1,1,1,1,1,0,not_applicable,2021,11,35,heart_failure,24,11,1,5,0,919.0,2.0,1,grid_unreliable,1
1337,referral_hospital,O2_0043,peri_urban,216,1,1,1,1,LOX_bulk_tank,0,0,8.5,1,13,6,6,0,1,1,1,0,0,27,concentrator_malfunction,2024,7,41,sepsis,0,41,0,11,14,611.0,38.0,1,grid_unreliable,1
1338,referral_hospital,O2_0018,urban,242,1,1,1,1,oxygen_concentrator,4,2,2.5,1,7,5,5,0,1,1,1,1,0,0,not_applicable,2023,3,36,pneumonia_adult,24,12,1,3,0,678.0,3.0,1,none,9
1339,referral_hospital,O2_0015,urban,248,1,1,1,1,cylinder_piped,0,0,1.3,1,11,6,11,0,1,1,1,1,1,0,not_applicable,2024,3,46,neonatal_respiratory,46,0,0,0,0,844.0,1.0,1,grid_unreliable,3
1340,referral_hospital,O2_0022,urban,199,1,1,1,1,LOX_bulk_tank,0,0,1.8,1,10,4,9,0,1,1,0,1,1,0,not_applicable,2021,8,32,pneumonia_child,32,0,1,0,0,700.0,59.0,1,solar,8
1341,referral_hospital,O2_0069,urban,309,1,1,1,1,LOX_bulk_tank,0,0,0.5,1,7,8,1,0,1,1,1,0,0,4,power_outage,2022,11,42,neonatal_respiratory,0,42,0,15,16,703.0,2.0,1,grid_reliable,4
1342,referral_hospital,O2_0119,urban,265,1,1,1,1,PSA_plant_onsite,0,0,4.9,1,12,9,8,1,1,1,0,1,1,0,not_applicable,2022,4,48,neonatal_respiratory,41,7,1,6,0,658.0,24.0,1,grid_unreliable,5
1343,referral_hospital,O2_0075,peri_urban,263,1,1,1,1,PSA_plant_onsite,0,0,0.4,1,11,6,11,0,1,0,0,0,0,5,concentrator_malfunction,2023,8,33,pneumonia_adult,0,33,0,13,16,825.0,8.0,1,none,4
1344,referral_hospital,O2_0075,urban,307,1,1,1,1,LOX_bulk_tank,0,0,1.4,1,7,5,0,0,1,1,1,1,1,6,power_outage,2023,2,27,COVID19_severe,27,0,1,0,0,744.0,42.0,1,grid_reliable,1
1345,referral_hospital,O2_0010,urban,313,1,1,1,1,cylinder_portable,0,0,5.2,1,7,3,0,0,1,1,1,1,1,0,not_applicable,2023,11,34,COVID19_severe,30,4,1,1,0,682.0,1.0,1,none,0
1346,referral_hospital,O2_0111,urban,253,1,1,1,1,oxygen_concentrator,12,11,3.1,1,16,5,2,0,1,1,1,1,1,2,concentrator_malfunction,2022,6,47,heart_failure,30,17,1,7,0,1086.0,10.0,1,grid_reliable,0
1347,referral_hospital,O2_0061,peri_urban,209,1,1,1,1,oxygen_concentrator,6,2,1.9,1,9,4,5,0,1,1,1,1,0,0,not_applicable,2022,1,42,sepsis,42,0,0,0,0,756.0,1.0,0,none,11
1348,referral_hospital,O2_0095,peri_urban,203,1,1,1,1,cylinder_piped,0,0,2.8,1,12,4,3,0,1,1,0,1,1,1,power_outage,2021,6,44,trauma,26,18,1,7,0,935.0,74.0,1,grid_unreliable,1
1349,referral_hospital,O2_0015,peri_urban,259,1,1,1,1,cylinder_piped,0,0,3.5,1,8,4,5,0,1,1,1,0,0,16,piping_system_leak,2023,11,46,neonatal_respiratory,0,46,0,14,8,774.0,10.0,1,grid_unreliable,1
1350,referral_hospital,O2_0146,peri_urban,179,1,1,1,1,LOX_bulk_tank,5,3,7.1,1,10,7,3,0,1,1,0,1,0,1,PSA_plant_breakdown,2022,12,47,neonatal_respiratory,26,21,0,8,0,835.0,2.0,1,none,5
1351,referral_hospital,O2_0046,urban,248,1,1,1,1,cylinder_portable,0,0,2.1,1,8,5,7,0,1,0,0,1,0,2,cylinder_delivery_delay,2022,6,36,neonatal_respiratory,34,2,1,0,0,976.0,33.0,0,generator_only,1
1352,referral_hospital,O2_0170,urban,297,1,1,1,1,LOX_bulk_tank,0,0,2.6,1,10,11,13,0,1,1,1,1,1,0,not_applicable,2023,12,33,other_hypoxemia,25,8,1,3,0,888.0,63.0,0,generator_only,2
1353,referral_hospital,O2_0131,urban,256,1,1,1,1,LOX_bulk_tank,6,4,5.5,1,14,3,8,0,1,1,0,1,1,0,not_applicable,2023,2,42,pneumonia_adult,35,7,1,3,0,705.0,1.0,1,generator_only,9
1354,referral_hospital,O2_0106,urban,274,1,1,1,1,PSA_plant_onsite,0,0,2.8,1,14,6,1,1,1,1,1,1,1,0,not_applicable,2023,5,46,surgical_anaesthesia,34,12,1,5,0,882.0,13.0,0,generator_only,7
1355,referral_hospital,O2_0031,urban,255,1,1,1,1,oxygen_concentrator,5,5,2.3,1,13,8,0,0,1,1,1,1,1,0,not_applicable,2021,6,34,neonatal_respiratory,34,0,0,0,0,925.0,8.0,1,grid_unreliable,2
1356,referral_hospital,O2_0124,rural,331,1,1,1,1,oxygen_concentrator,4,2,1.7,1,9,7,0,0,1,1,1,1,1,0,not_applicable,2023,1,48,COVID19_severe,35,13,1,7,0,1095.0,31.0,1,solar,10
1357,referral_hospital,O2_0155,peri_urban,240,1,1,1,1,cylinder_portable,0,0,4.8,1,10,9,7,0,1,1,1,0,0,1,PSA_plant_breakdown,2022,2,45,COPD_exacerbation,0,45,0,20,13,787.0,7.0,0,grid_reliable,10
1358,referral_hospital,O2_0154,rural,224,1,1,1,1,PSA_plant_onsite,0,0,0.6,1,8,2,0,0,1,1,1,1,1,2,PSA_plant_breakdown,2023,4,40,sepsis,27,13,1,4,0,753.0,58.0,1,generator_only,2
1359,referral_hospital,O2_0018,peri_urban,225,1,1,1,1,cylinder_piped,0,0,0.7,1,9,5,2,0,1,0,0,1,0,0,not_applicable,2022,5,33,COPD_exacerbation,30,3,1,1,0,992.0,7.0,1,grid_reliable,17
1360,referral_hospital,O2_0161,urban,182,1,1,1,1,oxygen_concentrator,5,2,5.0,1,17,1,8,0,1,1,1,1,1,4,concentrator_malfunction,2024,12,58,severe_malaria,58,0,1,0,0,570.0,6.0,1,grid_reliable,0
1361,referral_hospital,O2_0182,peri_urban,270,1,1,1,1,cylinder_piped,0,0,2.7,1,12,2,3,0,1,1,1,0,0,30,power_outage,2024,4,26,COVID19_severe,0,26,0,11,14,730.0,41.0,1,solar,1
1362,referral_hospital,O2_0159,rural,244,1,1,1,1,LOX_bulk_tank,0,0,1.2,1,4,7,12,0,1,1,1,1,1,0,not_applicable,2023,12,36,pneumonia_child,20,16,1,5,0,830.0,24.0,1,none,2
1363,referral_hospital,O2_0139,peri_urban,302,1,1,1,1,LOX_bulk_tank,8,2,3.6,1,6,4,1,0,1,1,0,1,1,0,not_applicable,2022,4,40,heart_failure,29,11,1,4,0,795.0,31.0,1,grid_reliable,3
1364,referral_hospital,O2_0058,peri_urban,284,1,1,1,1,oxygen_concentrator,1,0,0.4,1,12,3,8,0,1,1,1,1,1,0,not_applicable,2024,4,38,severe_malaria,31,7,1,3,0,684.0,35.0,1,grid_unreliable,8
1365,referral_hospital,O2_0026,urban,164,1,1,1,1,LOX_bulk_tank,4,3,6.7,1,4,8,0,0,1,1,1,1,1,0,not_applicable,2022,5,31,COPD_exacerbation,26,5,1,2,0,1169.0,3.0,1,generator_only,10
1366,referral_hospital,O2_0161,urban,243,1,1,1,1,LOX_bulk_tank,0,0,0.3,1,10,8,2,0,1,1,1,1,1,0,not_applicable,2023,4,32,pneumonia_adult,28,4,1,1,0,625.0,15.0,0,grid_unreliable,8
1367,referral_hospital,O2_0197,urban,257,1,1,1,1,LOX_bulk_tank,0,0,5.7,1,8,7,0,0,1,1,0,1,1,0,not_applicable,2024,11,40,heart_failure,31,9,1,3,0,999.0,0.0,1,grid_unreliable,0
1368,referral_hospital,O2_0128,urban,175,1,1,1,1,cylinder_piped,0,0,0.5,1,11,2,6,0,1,1,1,1,0,0,not_applicable,2022,5,29,pneumonia_child,22,7,1,1,0,999.0,0.0,1,grid_unreliable,1
1369,referral_hospital,O2_0097,urban,262,1,1,1,1,oxygen_concentrator,2,1,2.4,1,10,7,0,0,1,1,1,1,1,0,not_applicable,2024,1,41,pneumonia_child,31,10,1,2,0,849.0,2.0,1,solar,5
1370,referral_hospital,O2_0145,peri_urban,211,1,1,1,1,oxygen_concentrator,5,2,0.8,1,5,8,2,0,1,1,1,1,1,0,not_applicable,2024,12,34,other_hypoxemia,27,7,0,3,0,650.0,12.0,1,grid_reliable,0
1371,referral_hospital,O2_0171,rural,255,1,1,1,1,cylinder_piped,7,4,1.0,1,11,9,26,0,1,1,0,1,1,0,not_applicable,2022,7,39,COPD_exacerbation,22,17,1,7,0,693.0,3.0,1,grid_reliable,3
1372,referral_hospital,O2_0147,peri_urban,143,1,1,1,1,cylinder_piped,0,0,4.2,1,9,2,0,0,1,1,1,1,1,0,not_applicable,2024,10,37,sepsis,31,6,1,1,0,856.0,31.0,0,grid_unreliable,0
1373,referral_hospital,O2_0101,urban,299,1,1,1,1,PSA_plant_onsite,0,0,1.7,1,5,3,1,0,1,1,1,1,1,3,no_oxygen_source,2022,2,35,asthma_severe,21,14,1,4,0,626.0,5.0,1,grid_reliable,3
1374,referral_hospital,O2_0033,urban,203,1,1,1,1,oxygen_concentrator,3,2,0.2,1,12,5,3,0,1,1,0,0,0,13,PSA_plant_breakdown,2022,12,27,sepsis,0,27,0,10,5,749.0,7.0,1,grid_reliable,4
1375,referral_hospital,O2_0132,urban,268,1,1,1,1,cylinder_piped,0,0,2.2,1,7,3,0,0,1,1,1,1,0,4,supplier_stockout,2023,3,46,sepsis,38,8,1,0,0,717.0,5.0,1,grid_unreliable,2
1376,referral_hospital,O2_0008,urban,222,1,1,1,1,oxygen_concentrator,5,1,4.8,1,12,4,2,0,1,1,1,1,1,0,not_applicable,2022,11,43,heart_failure,31,12,1,3,0,1105.0,10.0,1,grid_reliable,2
1377,referral_hospital,O2_0133,peri_urban,233,1,1,1,1,oxygen_concentrator,8,4,2.7,1,13,7,2,0,1,1,0,1,1,0,not_applicable,2024,6,44,severe_malaria,39,5,0,1,0,728.0,11.0,1,generator_only,6
1378,referral_hospital,O2_0054,urban,208,1,1,1,1,PSA_plant_onsite,0,0,0.9,1,20,2,5,0,1,1,1,1,1,2,PSA_plant_breakdown,2023,7,49,COPD_exacerbation,45,4,0,0,0,992.0,31.0,1,grid_reliable,14
1379,referral_hospital,O2_0173,urban,290,1,1,1,1,cylinder_portable,0,0,4.0,1,8,8,3,0,1,1,1,0,0,30,cylinder_delivery_delay,2024,1,45,COPD_exacerbation,0,45,0,15,0,838.0,18.0,1,grid_unreliable,7
1380,referral_hospital,O2_0065,urban,198,1,1,1,1,PSA_plant_onsite,0,0,1.8,1,12,7,0,1,1,1,1,1,1,0,not_applicable,2023,9,40,severe_malaria,26,14,1,6,0,965.0,13.0,1,grid_unreliable,4
1381,referral_hospital,O2_0009,urban,242,1,1,1,1,LOX_bulk_tank,0,0,3.4,1,10,2,1,0,1,1,1,0,0,23,PSA_plant_breakdown,2023,11,39,severe_malaria,0,39,0,15,21,867.0,14.0,0,grid_reliable,8
1382,referral_hospital,O2_0061,urban,274,1,1,1,1,PSA_plant_onsite,0,0,1.6,1,6,4,3,0,1,1,0,1,1,0,not_applicable,2024,2,35,asthma_severe,28,7,1,1,0,942.0,40.0,1,grid_unreliable,4
1383,referral_hospital,O2_0010,urban,219,1,1,1,1,cylinder_piped,0,0,2.3,1,11,4,2,0,1,1,0,0,0,7,concentrator_malfunction,2024,5,35,neonatal_respiratory,0,35,0,9,11,801.0,2.0,1,grid_unreliable,0
1384,referral_hospital,O2_0091,rural,204,1,1,1,1,PSA_plant_onsite,0,0,4.9,1,11,8,7,0,1,1,1,1,1,0,not_applicable,2024,5,35,pneumonia_child,29,6,1,2,0,677.0,6.0,1,grid_unreliable,11
1385,referral_hospital,O2_0007,urban,244,1,1,1,1,oxygen_concentrator,10,7,0.1,1,14,3,4,0,1,1,0,1,1,0,not_applicable,2023,12,39,surgical_anaesthesia,22,17,1,2,0,655.0,22.0,1,grid_reliable,1
1386,referral_hospital,O2_0163,urban,223,1,1,1,1,cylinder_piped,0,0,6.0,1,10,2,10,0,1,1,0,0,0,3,PSA_plant_breakdown,2024,1,41,neonatal_respiratory,0,41,0,18,13,992.0,17.0,0,none,2
1387,referral_hospital,O2_0162,urban,342,1,1,1,1,oxygen_concentrator,7,6,0.5,1,17,5,11,0,1,1,1,1,1,0,not_applicable,2023,10,36,pneumonia_child,30,6,1,0,0,991.0,24.0,1,grid_unreliable,1
1388,referral_hospital,O2_0190,urban,234,1,1,1,1,PSA_plant_onsite,0,0,6.8,1,5,3,12,1,1,1,0,1,1,2,demand_surge,2024,2,45,asthma_severe,36,9,0,2,0,587.0,1.0,1,solar,4
1389,referral_hospital,O2_0026,urban,252,1,1,1,1,cylinder_portable,0,0,0.4,1,9,5,2,0,1,1,1,1,0,0,not_applicable,2021,10,41,COPD_exacerbation,25,16,1,5,0,813.0,7.0,1,grid_reliable,4
1390,referral_hospital,O2_0129,urban,234,1,1,1,1,oxygen_concentrator,8,3,2.8,1,11,4,2,0,1,1,1,0,0,14,regulator_valve_failure,2022,3,30,asthma_severe,0,30,0,11,10,630.0,0.0,0,grid_unreliable,1
1391,referral_hospital,O2_0183,urban,242,1,1,1,1,PSA_plant_onsite,0,0,1.7,1,10,4,2,1,1,1,0,1,0,0,not_applicable,2023,2,36,pneumonia_child,36,0,0,0,0,756.0,15.0,0,none,1
1392,referral_hospital,O2_0117,peri_urban,276,1,1,1,1,LOX_bulk_tank,0,0,0.4,1,10,4,3,0,1,1,1,1,1,0,not_applicable,2022,7,37,asthma_severe,30,7,1,1,0,862.0,24.0,1,grid_unreliable,7
1393,referral_hospital,O2_0034,peri_urban,350,1,1,1,1,PSA_plant_onsite,0,0,0.7,1,3,5,0,1,1,1,0,1,1,0,not_applicable,2023,2,49,trauma,49,0,1,0,0,1042.0,30.0,1,none,0
1394,referral_hospital,O2_0016,urban,242,1,1,1,1,cylinder_piped,6,3,11.1,1,9,10,5,0,1,1,1,1,0,5,piping_system_leak,2021,11,39,other_hypoxemia,27,12,1,7,0,1181.0,8.0,1,generator_only,2
1395,referral_hospital,O2_0140,urban,257,1,1,1,1,cylinder_portable,0,0,4.4,1,12,4,13,0,1,1,1,1,0,0,not_applicable,2022,9,41,pneumonia_child,27,14,1,5,0,845.0,7.0,1,generator_only,2
1396,referral_hospital,O2_0106,peri_urban,314,1,1,1,1,cylinder_piped,0,0,1.0,1,3,2,10,0,1,1,1,1,1,0,not_applicable,2023,5,37,sepsis,27,10,1,3,0,945.0,34.0,1,grid_reliable,0
1397,referral_hospital,O2_0036,urban,212,1,1,1,1,LOX_bulk_tank,0,0,0.4,1,10,6,8,0,1,1,1,1,1,2,supplier_stockout,2022,7,35,surgical_anaesthesia,34,1,1,1,0,596.0,29.0,0,grid_reliable,7
1398,referral_hospital,O2_0024,urban,298,1,1,1,1,PSA_plant_onsite,0,0,2.5,1,16,8,2,0,1,1,0,1,0,0,not_applicable,2024,2,33,pneumonia_child,19,14,1,6,0,855.0,46.0,1,grid_reliable,2
1399,referral_hospital,O2_0090,urban,262,1,1,1,1,LOX_bulk_tank,1,0,0.6,1,9,4,8,0,1,0,0,1,1,1,PSA_plant_breakdown,2022,12,33,neonatal_respiratory,25,8,1,4,0,620.0,8.0,0,grid_reliable,0
1400,referral_hospital,O2_0042,urban,261,1,1,1,1,cylinder_piped,0,0,6.2,1,8,6,9,0,1,1,1,1,1,0,not_applicable,2023,8,49,COVID19_severe,34,15,1,4,0,795.0,1.0,1,grid_unreliable,1
1401,referral_hospital,O2_0174,urban,290,1,1,1,1,oxygen_concentrator,5,3,3.9,1,14,8,5,0,1,1,0,1,1,0,not_applicable,2024,6,35,neonatal_respiratory,34,1,0,1,0,775.0,2.0,1,grid_reliable,0
1402,referral_hospital,O2_0088,peri_urban,251,1,1,1,1,LOX_bulk_tank,0,0,1.3,1,13,3,1,0,1,0,0,1,1,0,not_applicable,2023,12,47,pneumonia_adult,41,6,1,2,0,844.0,7.0,1,grid_reliable,0
1403,referral_hospital,O2_0123,rural,301,1,1,1,1,PSA_plant_onsite,0,0,0.7,1,11,7,0,0,1,1,1,1,1,6,concentrator_malfunction,2021,7,35,COVID19_severe,20,15,0,3,0,760.0,4.0,1,grid_unreliable,6
1404,referral_hospital,O2_0009,urban,233,1,1,1,1,PSA_plant_onsite,3,2,3.5,1,11,4,4,0,1,1,1,1,1,0,not_applicable,2022,9,35,sepsis,29,6,1,2,0,1040.0,41.0,1,grid_reliable,2
1405,referral_hospital,O2_0121,rural,228,1,1,1,1,cylinder_piped,0,0,1.0,1,12,5,2,0,1,1,0,1,0,0,not_applicable,2023,10,43,pneumonia_adult,41,2,1,2,0,864.0,12.0,1,grid_unreliable,4
1406,referral_hospital,O2_0187,rural,293,1,1,1,1,PSA_plant_onsite,0,0,0.1,1,5,4,16,1,1,1,0,1,1,12,demand_surge,2024,6,39,severe_malaria,27,12,1,4,0,945.0,5.0,1,grid_unreliable,1
1407,referral_hospital,O2_0029,peri_urban,256,1,1,1,1,LOX_bulk_tank,0,0,1.2,1,8,6,5,0,1,0,0,1,0,0,not_applicable,2023,2,29,severe_malaria,25,4,0,0,0,742.0,10.0,1,solar,6
1408,referral_hospital,O2_0181,urban,233,1,1,1,1,PSA_plant_onsite,0,0,0.6,1,10,6,2,0,1,1,1,1,0,0,not_applicable,2023,6,30,heart_failure,19,11,0,4,0,685.0,10.0,1,grid_unreliable,2
1409,referral_hospital,O2_0029,urban,248,1,1,1,1,PSA_plant_onsite,0,0,0.4,1,8,5,0,0,1,1,1,1,0,0,not_applicable,2023,4,49,surgical_anaesthesia,22,27,1,10,0,726.0,13.0,0,grid_reliable,4
1410,referral_hospital,O2_0160,peri_urban,249,1,1,1,1,LOX_bulk_tank,5,4,6.2,1,7,1,4,0,1,1,1,1,1,0,not_applicable,2024,5,37,COVID19_severe,31,6,1,1,0,837.0,14.0,0,grid_unreliable,3
1411,referral_hospital,O2_0158,urban,287,1,1,1,1,LOX_bulk_tank,1,0,8.6,1,12,4,1,0,1,1,1,1,1,4,funding_for_refill,2024,10,34,pneumonia_adult,24,10,1,3,0,727.0,2.0,1,solar,11
1412,referral_hospital,O2_0160,urban,328,1,1,1,1,PSA_plant_onsite,0,0,0.8,1,9,5,2,1,1,1,1,1,0,0,not_applicable,2024,12,30,COVID19_severe,19,11,1,5,0,988.0,6.0,0,grid_reliable,0
1413,referral_hospital,O2_0139,peri_urban,174,1,1,1,1,LOX_bulk_tank,8,6,1.8,1,9,3,1,0,1,1,1,1,1,5,concentrator_malfunction,2022,3,41,trauma,38,3,1,3,0,585.0,18.0,1,grid_reliable,10
1414,referral_hospital,O2_0079,rural,225,1,1,1,1,LOX_bulk_tank,0,0,11.7,1,11,8,4,0,1,1,1,1,1,4,empty_cylinders_not_collected,2023,5,40,heart_failure,32,8,0,4,0,727.0,15.0,0,solar,7
1415,referral_hospital,O2_0189,urban,210,1,1,1,1,LOX_bulk_tank,0,0,5.1,1,10,2,5,0,1,1,1,1,1,0,not_applicable,2023,4,39,surgical_anaesthesia,32,7,1,4,0,898.0,16.0,1,generator_only,6
1416,referral_hospital,O2_0040,urban,283,1,1,1,1,PSA_plant_onsite,0,0,3.4,1,9,5,0,0,1,1,1,1,1,0,not_applicable,2023,7,47,COVID19_severe,29,18,1,9,0,903.0,22.0,1,grid_reliable,0
1417,referral_hospital,O2_0130,rural,237,1,1,1,1,PSA_plant_onsite,0,0,1.2,1,12,0,3,0,1,1,0,1,0,0,not_applicable,2024,7,35,severe_malaria,23,12,1,4,0,706.0,9.0,1,grid_unreliable,4
1418,referral_hospital,O2_0103,peri_urban,290,1,1,1,1,oxygen_concentrator,7,4,0.7,1,8,2,3,0,1,0,0,1,0,0,not_applicable,2022,1,48,surgical_anaesthesia,37,11,1,3,0,869.0,5.0,1,solar,8
1419,referral_hospital,O2_0019,rural,225,1,1,1,1,cylinder_piped,0,0,3.6,1,10,7,13,0,1,1,1,1,1,0,not_applicable,2024,10,38,severe_malaria,23,15,1,9,0,710.0,23.0,1,grid_reliable,1
1420,referral_hospital,O2_0018,urban,251,1,1,1,1,cylinder_portable,0,0,1.1,1,14,8,1,0,1,1,1,1,1,0,not_applicable,2022,8,39,asthma_severe,34,5,1,3,0,576.0,17.0,1,grid_reliable,0
1421,referral_hospital,O2_0073,urban,271,1,1,1,1,PSA_plant_onsite,0,0,0.9,1,6,3,9,0,1,1,1,1,0,0,not_applicable,2024,7,46,COPD_exacerbation,43,3,1,0,0,859.0,0.0,1,grid_unreliable,15
1422,referral_hospital,O2_0090,rural,299,1,1,1,1,LOX_bulk_tank,0,0,7.2,1,4,7,0,0,1,1,1,0,0,6,piping_system_leak,2023,3,38,COPD_exacerbation,0,38,0,16,17,861.0,13.0,1,grid_reliable,0
1423,referral_hospital,O2_0132,urban,214,1,1,1,1,cylinder_piped,0,0,1.3,1,11,4,5,0,1,0,0,1,1,0,not_applicable,2022,6,35,COPD_exacerbation,26,9,1,4,0,655.0,20.0,1,grid_reliable,0
1424,referral_hospital,O2_0102,urban,220,1,1,1,1,oxygen_concentrator,7,3,0.3,1,14,3,16,0,1,1,1,1,1,5,no_oxygen_source,2022,6,41,pneumonia_adult,33,8,1,2,0,865.0,7.0,1,generator_only,2
1425,referral_hospital,O2_0163,urban,240,1,1,1,1,PSA_plant_onsite,3,2,1.3,1,13,7,0,0,1,1,1,1,1,0,not_applicable,2022,12,40,COPD_exacerbation,29,11,0,2,0,609.0,4.0,1,grid_reliable,1
1426,referral_hospital,O2_0175,urban,304,1,1,1,1,oxygen_concentrator,6,0,7.5,1,10,7,3,0,1,0,0,0,0,3,PSA_plant_breakdown,2024,5,42,COPD_exacerbation,0,42,0,14,8,830.0,1.0,1,solar,3
1427,referral_hospital,O2_0174,peri_urban,300,1,1,1,1,cylinder_piped,0,0,7.4,1,11,2,2,0,1,1,1,0,0,10,power_outage,2024,12,42,surgical_anaesthesia,0,42,0,17,9,704.0,21.0,1,grid_reliable,1
1428,referral_hospital,O2_0001,peri_urban,217,1,1,1,1,LOX_bulk_tank,6,2,0.2,1,11,7,7,0,1,1,0,1,1,0,not_applicable,2023,12,33,neonatal_respiratory,23,10,0,1,0,402.0,13.0,1,generator_only,2
1429,referral_hospital,O2_0017,urban,248,1,1,1,1,oxygen_concentrator,6,4,1.6,1,11,4,1,0,1,1,0,0,0,29,power_outage,2023,12,53,pneumonia_child,0,53,0,24,17,674.0,8.0,1,grid_reliable,11
1430,referral_hospital,O2_0195,urban,258,1,1,1,1,cylinder_piped,0,0,6.8,1,13,5,0,0,1,1,0,1,1,0,not_applicable,2023,11,42,COPD_exacerbation,31,11,1,5,0,1272.0,50.0,1,solar,4
1431,referral_hospital,O2_0109,urban,176,1,1,1,1,LOX_bulk_tank,0,0,0.3,1,7,7,9,0,1,1,1,0,0,30,PSA_plant_breakdown,2023,9,31,pneumonia_child,0,31,0,14,10,897.0,9.0,1,generator_only,3
1432,referral_hospital,O2_0014,peri_urban,204,1,1,1,1,cylinder_portable,0,0,0.3,1,15,4,4,0,1,1,1,1,1,0,not_applicable,2023,11,34,heart_failure,24,10,1,3,0,818.0,27.0,1,grid_unreliable,0
1433,referral_hospital,O2_0108,urban,251,1,1,1,1,LOX_bulk_tank,0,0,0.2,1,7,7,1,0,1,0,0,1,0,0,not_applicable,2023,7,39,COVID19_severe,13,26,0,12,0,807.0,2.0,1,grid_reliable,2
1434,referral_hospital,O2_0069,urban,199,1,1,1,1,PSA_plant_onsite,0,0,1.6,1,17,7,0,1,1,0,0,0,0,30,no_oxygen_source,2023,2,50,sepsis,0,50,0,17,0,980.0,0.0,1,solar,2
1435,referral_hospital,O2_0107,rural,222,1,1,1,1,oxygen_concentrator,3,3,1.8,1,12,9,1,0,1,1,1,1,1,15,PSA_plant_breakdown,2021,1,40,heart_failure,28,12,1,2,0,544.0,8.0,1,grid_reliable,4
1436,referral_hospital,O2_0122,urban,284,1,1,1,1,PSA_plant_onsite,0,0,7.1,1,7,9,3,1,1,1,0,0,0,4,funding_for_refill,2022,3,43,severe_malaria,0,43,0,20,4,769.0,2.0,0,grid_unreliable,2
1437,referral_hospital,O2_0133,urban,188,1,1,1,1,PSA_plant_onsite,0,0,4.1,1,15,1,10,1,1,1,1,0,0,1,PSA_plant_breakdown,2022,12,54,COPD_exacerbation,0,54,0,19,15,977.0,2.0,1,grid_reliable,10
1438,referral_hospital,O2_0153,urban,187,1,1,1,1,oxygen_concentrator,3,2,3.2,1,15,3,0,0,1,1,1,1,1,8,concentrator_malfunction,2021,6,28,surgical_anaesthesia,28,0,1,0,0,938.0,5.0,1,grid_reliable,1
1439,referral_hospital,O2_0026,peri_urban,300,1,1,1,1,oxygen_concentrator,0,0,3.7,1,11,4,10,0,1,0,0,1,0,1,concentrator_malfunction,2023,8,39,severe_malaria,31,8,1,3,0,827.0,11.0,1,grid_unreliable,3
1440,referral_hospital,O2_0122,rural,217,1,1,1,1,cylinder_piped,5,5,0.1,1,13,2,2,0,1,0,0,0,0,5,power_outage,2024,3,45,other_hypoxemia,0,45,0,16,15,646.0,4.0,1,solar,3
1441,referral_hospital,O2_0043,urban,252,1,1,1,1,PSA_plant_onsite,0,0,3.6,1,11,4,6,1,1,1,0,0,0,30,demand_surge,2023,1,43,pneumonia_child,0,43,0,17,14,841.0,1.0,1,grid_reliable,10
1442,referral_hospital,O2_0066,urban,246,1,1,1,1,PSA_plant_onsite,0,0,0.0,1,17,6,0,0,1,1,1,1,1,0,not_applicable,2022,8,34,heart_failure,24,10,1,2,0,781.0,9.0,1,grid_unreliable,1
1443,referral_hospital,O2_0048,urban,189,1,1,1,1,LOX_bulk_tank,4,2,0.6,1,9,3,1,0,1,1,1,1,1,0,not_applicable,2022,7,60,asthma_severe,58,2,1,1,0,471.0,9.0,1,generator_only,3
1444,referral_hospital,O2_0002,urban,300,1,1,1,1,oxygen_concentrator,8,4,2.2,1,11,9,6,0,1,1,1,0,0,29,PSA_plant_breakdown,2024,10,33,sepsis,0,33,0,14,10,850.0,16.0,1,generator_only,8
1445,referral_hospital,O2_0097,urban,232,1,1,1,1,PSA_plant_onsite,0,0,4.2,1,10,7,0,0,1,1,1,0,0,30,power_outage,2023,11,40,asthma_severe,0,40,0,10,3,941.0,19.0,1,solar,0
1446,referral_hospital,O2_0011,urban,289,1,1,1,1,cylinder_piped,0,0,3.0,1,16,11,1,0,1,1,1,1,1,6,cylinder_delivery_delay,2022,2,55,neonatal_respiratory,36,19,1,11,0,794.0,7.0,1,grid_reliable,5
1447,referral_hospital,O2_0028,urban,289,1,1,1,1,cylinder_piped,0,0,2.8,1,11,2,0,0,1,1,1,1,0,15,empty_cylinders_not_collected,2022,1,43,severe_malaria,31,12,0,3,0,1014.0,13.0,1,grid_unreliable,8
1448,referral_hospital,O2_0185,peri_urban,240,1,1,1,1,oxygen_concentrator,2,1,7.6,1,10,5,4,0,1,1,1,1,1,0,not_applicable,2023,3,44,pneumonia_child,44,0,1,0,0,608.0,15.0,1,grid_unreliable,9
1449,referral_hospital,O2_0145,peri_urban,235,1,1,1,1,oxygen_concentrator,10,5,2.3,1,12,8,3,0,1,1,1,1,1,0,not_applicable,2023,6,44,surgical_anaesthesia,32,12,1,7,0,753.0,7.0,1,generator_only,3
1450,referral_hospital,O2_0198,urban,197,1,1,1,1,oxygen_concentrator,8,6,2.3,1,11,4,20,0,1,1,1,1,1,0,not_applicable,2024,5,38,COPD_exacerbation,26,12,1,3,0,927.0,5.0,1,grid_reliable,1
1451,referral_hospital,O2_0184,peri_urban,137,1,1,1,1,cylinder_piped,0,0,5.4,1,7,7,6,0,1,1,1,1,1,0,not_applicable,2024,10,40,COPD_exacerbation,34,6,1,2,0,825.0,22.0,1,solar,5
1452,referral_hospital,O2_0028,urban,266,1,1,1,1,cylinder_piped,0,0,7.9,1,12,4,12,0,1,1,1,1,1,1,no_oxygen_source,2022,6,46,pneumonia_child,33,13,1,7,0,726.0,22.0,1,grid_reliable,0
1453,referral_hospital,O2_0046,rural,234,1,1,1,1,cylinder_piped,0,0,4.2,1,8,1,0,0,1,1,1,1,1,0,not_applicable,2022,2,31,asthma_severe,31,0,0,0,0,987.0,47.0,1,generator_only,13
1454,referral_hospital,O2_0059,urban,200,1,1,1,1,cylinder_piped,0,0,1.4,1,7,4,2,0,1,1,1,0,0,23,power_outage,2021,6,45,neonatal_respiratory,0,45,0,17,13,771.0,25.0,1,grid_reliable,6
1455,referral_hospital,O2_0175,urban,232,1,1,1,1,oxygen_concentrator,5,3,2.9,1,9,10,5,0,1,1,1,0,0,30,concentrator_malfunction,2022,9,34,severe_malaria,0,34,0,13,9,706.0,5.0,0,solar,0
1456,referral_hospital,O2_0075,rural,231,1,1,1,1,cylinder_piped,9,5,3.4,1,8,5,2,0,1,1,0,1,1,2,concentrator_malfunction,2023,4,50,surgical_anaesthesia,25,25,1,4,0,767.0,12.0,1,grid_unreliable,8
1457,referral_hospital,O2_0111,urban,241,1,1,1,1,cylinder_piped,0,0,3.1,1,9,4,1,0,1,1,1,1,1,0,not_applicable,2022,7,51,neonatal_respiratory,30,21,1,8,0,758.0,1.0,1,grid_reliable,7
1458,referral_hospital,O2_0153,urban,297,1,1,1,1,LOX_bulk_tank,2,1,3.7,1,5,2,11,0,1,1,0,1,1,0,not_applicable,2022,3,47,neonatal_respiratory,31,16,1,6,0,634.0,26.0,1,grid_unreliable,9
1459,referral_hospital,O2_0129,peri_urban,326,1,1,1,1,oxygen_concentrator,11,6,5.9,1,8,6,1,0,1,1,0,1,1,3,PSA_plant_breakdown,2022,7,48,pneumonia_child,42,6,0,2,0,733.0,3.0,1,grid_unreliable,0
1460,referral_hospital,O2_0086,urban,232,1,1,1,1,LOX_bulk_tank,0,0,8.8,1,8,3,9,0,1,1,1,1,1,0,not_applicable,2022,11,38,COVID19_severe,32,6,1,2,0,616.0,25.0,1,grid_reliable,3
1461,referral_hospital,O2_0110,urban,240,1,1,1,1,LOX_bulk_tank,0,0,4.7,1,16,5,2,0,1,1,0,1,1,0,not_applicable,2022,2,33,neonatal_respiratory,23,10,1,5,0,923.0,21.0,0,generator_only,1
1462,referral_hospital,O2_0087,rural,272,1,1,1,1,oxygen_concentrator,5,4,2.4,1,15,7,11,0,1,1,1,1,1,0,not_applicable,2024,10,53,pneumonia_child,41,12,1,3,0,894.0,0.0,1,grid_reliable,21
1463,referral_hospital,O2_0125,urban,227,1,1,1,1,cylinder_piped,0,0,0.8,1,8,8,9,0,1,1,1,1,0,0,not_applicable,2024,4,43,pneumonia_adult,33,10,1,3,0,745.0,2.0,1,generator_only,17
1464,referral_hospital,O2_0008,urban,321,1,1,1,1,PSA_plant_onsite,7,5,0.8,1,7,3,3,1,1,1,0,1,1,0,not_applicable,2022,6,36,asthma_severe,36,0,1,0,0,886.0,13.0,1,grid_reliable,5
1465,referral_hospital,O2_0147,rural,269,1,1,1,1,cylinder_portable,0,0,0.4,1,9,8,4,0,1,1,1,1,0,0,not_applicable,2024,12,31,pneumonia_adult,23,8,1,2,0,710.0,30.0,0,grid_reliable,0
1466,referral_hospital,O2_0159,peri_urban,256,1,1,1,1,LOX_bulk_tank,3,0,0.2,1,14,5,5,0,1,1,0,1,1,0,not_applicable,2022,1,35,neonatal_respiratory,21,14,1,3,0,733.0,10.0,1,generator_only,6
1467,referral_hospital,O2_0113,rural,245,1,1,1,1,LOX_bulk_tank,0,0,1.2,1,18,3,4,0,1,1,1,1,1,0,not_applicable,2024,3,49,surgical_anaesthesia,46,3,0,2,0,851.0,2.0,1,solar,1
1468,referral_hospital,O2_0136,urban,354,1,1,1,1,oxygen_concentrator,6,4,2.5,1,13,1,4,0,1,1,0,0,0,11,PSA_plant_breakdown,2022,3,43,asthma_severe,0,43,0,17,10,527.0,2.0,1,grid_unreliable,1
1469,referral_hospital,O2_0051,urban,269,1,1,1,1,PSA_plant_onsite,0,0,5.6,1,8,5,0,0,1,1,0,1,1,0,not_applicable,2022,4,38,COVID19_severe,38,0,0,0,0,1149.0,13.0,1,solar,0
1470,referral_hospital,O2_0050,rural,236,1,1,1,1,oxygen_concentrator,4,3,4.9,1,11,8,1,0,1,1,1,1,1,0,not_applicable,2024,2,29,surgical_anaesthesia,22,7,1,3,0,836.0,37.0,1,none,4
1471,referral_hospital,O2_0066,urban,280,1,1,1,1,LOX_bulk_tank,0,0,4.2,1,12,4,5,0,1,0,0,0,0,1,regulator_valve_failure,2024,2,34,other_hypoxemia,0,34,0,12,6,853.0,4.0,1,grid_reliable,5
1472,referral_hospital,O2_0171,urban,221,1,1,1,1,PSA_plant_onsite,0,0,4.7,1,16,6,2,0,1,1,1,1,0,0,not_applicable,2022,4,40,pneumonia_adult,26,14,1,7,0,627.0,33.0,1,grid_unreliable,6
1473,referral_hospital,O2_0059,peri_urban,250,1,1,1,1,LOX_bulk_tank,0,0,1.1,1,8,3,2,0,1,1,1,1,1,3,PSA_plant_breakdown,2021,3,46,surgical_anaesthesia,37,9,0,3,0,814.0,17.0,1,grid_reliable,0
1474,referral_hospital,O2_0040,urban,264,1,1,1,1,cylinder_piped,0,0,3.0,1,12,7,2,0,1,1,1,1,1,0,not_applicable,2023,7,37,pneumonia_child,31,6,1,3,0,703.0,4.0,0,solar,1
1475,referral_hospital,O2_0177,peri_urban,245,1,1,1,1,LOX_bulk_tank,0,0,0.5,1,13,1,14,0,1,1,0,1,0,0,not_applicable,2022,1,51,severe_malaria,51,0,1,0,0,651.0,9.0,1,solar,3
1476,referral_hospital,O2_0167,rural,331,1,1,1,1,PSA_plant_onsite,3,3,0.6,1,9,4,4,0,1,1,1,1,1,1,PSA_plant_breakdown,2021,10,41,pneumonia_adult,27,14,1,4,0,851.0,24.0,1,generator_only,1
1477,referral_hospital,O2_0084,peri_urban,246,1,1,1,1,LOX_bulk_tank,0,0,4.0,1,4,3,2,0,1,1,0,1,1,0,not_applicable,2024,8,43,surgical_anaesthesia,34,9,1,3,0,528.0,17.0,1,grid_unreliable,1
1478,referral_hospital,O2_0042,rural,279,1,1,1,1,LOX_bulk_tank,0,0,1.3,1,7,3,0,0,1,1,1,1,1,0,not_applicable,2022,8,42,neonatal_respiratory,30,12,1,4,0,716.0,19.0,1,grid_unreliable,3
1479,referral_hospital,O2_0045,rural,248,1,1,1,1,PSA_plant_onsite,3,2,0.8,1,7,2,4,0,1,1,1,1,1,0,not_applicable,2023,6,47,other_hypoxemia,47,0,1,0,0,519.0,2.0,1,grid_reliable,1
1480,referral_hospital,O2_0004,urban,207,1,1,1,1,LOX_bulk_tank,0,0,1.0,1,14,5,2,0,1,1,1,1,0,1,power_outage,2024,4,53,severe_malaria,47,6,1,1,0,700.0,9.0,1,grid_unreliable,0
1481,referral_hospital,O2_0094,urban,218,1,1,1,1,LOX_bulk_tank,0,0,8.6,1,11,6,5,0,1,0,0,1,0,0,not_applicable,2022,10,44,heart_failure,42,2,1,0,0,849.0,9.0,1,generator_only,8
1482,referral_hospital,O2_0192,urban,240,1,1,1,1,LOX_bulk_tank,0,0,3.3,1,4,10,2,0,1,1,1,1,1,0,not_applicable,2023,7,34,pneumonia_adult,34,0,1,0,0,749.0,13.0,1,solar,2
1483,referral_hospital,O2_0095,urban,217,1,1,1,1,LOX_bulk_tank,0,0,0.4,1,5,6,1,0,1,1,0,1,0,0,not_applicable,2024,12,36,other_hypoxemia,22,14,1,8,0,803.0,17.0,1,grid_reliable,5
1484,referral_hospital,O2_0026,urban,207,1,1,1,1,oxygen_concentrator,2,1,5.1,1,7,8,12,0,1,1,1,1,1,0,not_applicable,2023,9,44,neonatal_respiratory,33,11,1,2,0,1010.0,11.0,0,grid_reliable,1
1485,referral_hospital,O2_0108,urban,178,1,1,1,1,PSA_plant_onsite,6,5,2.2,1,10,2,8,1,1,1,1,1,1,0,not_applicable,2021,12,32,pneumonia_adult,30,2,1,0,0,794.0,0.0,1,grid_unreliable,10
1486,referral_hospital,O2_0108,rural,242,1,1,1,1,LOX_bulk_tank,0,0,0.1,1,16,3,2,0,1,1,1,1,1,2,empty_cylinders_not_collected,2023,3,32,trauma,32,0,1,0,0,941.0,22.0,1,grid_unreliable,6
1487,referral_hospital,O2_0147,urban,226,1,1,1,1,PSA_plant_onsite,0,0,2.3,1,8,5,5,1,1,1,1,1,1,0,not_applicable,2022,5,36,pneumonia_adult,36,0,1,0,0,760.0,7.0,1,solar,2
1488,referral_hospital,O2_0048,urban,308,1,1,1,1,PSA_plant_onsite,0,0,1.9,1,11,4,4,0,1,1,1,1,1,3,cylinder_delivery_delay,2024,6,41,severe_malaria,29,12,1,2,0,539.0,1.0,1,grid_unreliable,13
1489,referral_hospital,O2_0161,urban,236,1,1,1,1,PSA_plant_onsite,0,0,0.3,1,6,4,0,1,1,1,0,1,1,0,not_applicable,2024,10,45,surgical_anaesthesia,33,12,0,5,0,619.0,29.0,1,grid_unreliable,6
1490,referral_hospital,O2_0053,rural,269,1,1,1,1,PSA_plant_onsite,0,0,0.6,1,11,3,1,0,1,1,0,1,1,0,not_applicable,2024,8,33,pneumonia_adult,25,8,1,2,0,855.0,2.0,1,grid_unreliable,7
1491,referral_hospital,O2_0084,peri_urban,225,1,1,1,1,PSA_plant_onsite,4,2,1.5,1,8,1,2,1,1,1,1,1,0,0,not_applicable,2024,3,29,pneumonia_adult,28,1,0,0,0,736.0,5.0,0,grid_unreliable,1
1492,referral_hospital,O2_0083,urban,253,1,1,1,1,PSA_plant_onsite,0,0,0.4,1,11,1,3,0,1,1,1,1,1,0,not_applicable,2023,9,29,COVID19_severe,26,3,1,2,0,964.0,22.0,1,generator_only,3
1493,referral_hospital,O2_0126,urban,198,1,1,1,1,LOX_bulk_tank,0,0,6.9,1,10,1,0,0,1,1,1,1,1,0,not_applicable,2022,9,36,other_hypoxemia,31,5,0,0,0,640.0,7.0,1,grid_unreliable,0
1494,referral_hospital,O2_0022,peri_urban,329,1,1,1,1,cylinder_portable,0,0,2.4,1,6,6,3,0,1,1,1,1,0,0,not_applicable,2024,6,42,sepsis,29,13,1,5,0,979.0,11.0,1,grid_reliable,7
1495,referral_hospital,O2_0116,peri_urban,286,1,1,1,1,oxygen_concentrator,4,2,3.1,1,7,10,2,0,1,1,1,1,1,3,empty_cylinders_not_collected,2024,5,39,heart_failure,33,6,0,2,0,971.0,47.0,1,grid_unreliable,11
1496,referral_hospital,O2_0027,peri_urban,242,1,1,1,1,oxygen_concentrator,5,2,1.4,1,11,7,0,0,1,1,0,0,0,23,demand_surge,2021,3,48,pneumonia_adult,0,48,0,15,19,785.0,11.0,1,generator_only,0
1497,referral_hospital,O2_0071,peri_urban,288,1,1,1,1,LOX_bulk_tank,0,0,4.7,1,9,7,1,0,1,1,1,1,1,0,not_applicable,2023,3,48,surgical_anaesthesia,40,8,1,3,0,1010.0,0.0,1,grid_reliable,8
1498,referral_hospital,O2_0084,peri_urban,214,1,1,1,1,LOX_bulk_tank,0,0,0.7,1,9,4,0,0,1,1,1,1,1,0,not_applicable,2022,5,39,COPD_exacerbation,25,14,1,7,0,835.0,11.0,1,grid_unreliable,10
1499,referral_hospital,O2_0121,peri_urban,254,1,1,1,1,PSA_plant_onsite,0,0,0.2,1,6,6,0,1,1,1,1,0,0,30,PSA_plant_breakdown,2024,9,29,surgical_anaesthesia,0,29,0,2,10,1030.0,10.0,1,generator_only,9
1500,referral_hospital,O2_0071,urban,293,1,1,1,1,PSA_plant_onsite,0,0,0.4,1,13,2,7,0,1,1,0,1,1,0,not_applicable,2022,3,36,pneumonia_child,30,6,1,1,0,839.0,18.0,1,generator_only,12
1501,referral_hospital,O2_0133,urban,312,1,1,1,1,oxygen_concentrator,3,1,4.5,1,15,6,0,0,1,1,1,1,1,2,concentrator_malfunction,2024,12,49,other_hypoxemia,26,23,0,10,0,734.0,13.0,1,grid_unreliable,5
1502,referral_hospital,O2_0185,urban,234,1,1,1,1,cylinder_piped,0,0,0.2,1,9,6,1,0,1,1,1,1,1,1,power_outage,2024,4,52,surgical_anaesthesia,38,14,1,6,0,881.0,16.0,1,none,3
1503,referral_hospital,O2_0134,rural,289,1,1,1,1,PSA_plant_onsite,0,0,1.2,1,14,6,3,0,1,1,1,1,1,0,not_applicable,2023,10,38,pneumonia_adult,38,0,1,0,0,814.0,20.0,1,grid_reliable,16
1504,referral_hospital,O2_0030,peri_urban,257,1,1,1,1,cylinder_portable,0,0,0.2,1,11,5,0,0,1,1,1,1,1,0,not_applicable,2022,2,32,heart_failure,18,14,1,7,0,477.0,35.0,0,solar,0
1505,referral_hospital,O2_0197,peri_urban,244,1,1,1,1,PSA_plant_onsite,0,0,6.9,1,6,7,23,0,1,1,1,1,0,12,no_oxygen_source,2024,1,42,sepsis,41,1,1,1,0,868.0,12.0,1,grid_reliable,5
1506,referral_hospital,O2_0198,urban,305,1,1,1,1,oxygen_concentrator,3,1,3.7,1,8,7,4,0,1,1,0,1,0,0,not_applicable,2022,5,39,pneumonia_adult,39,0,1,0,0,811.0,21.0,1,grid_unreliable,4
1507,referral_hospital,O2_0185,rural,278,1,1,1,1,PSA_plant_onsite,0,0,4.0,1,12,4,1,1,1,1,1,1,1,9,concentrator_malfunction,2021,5,36,sepsis,17,19,1,5,0,917.0,21.0,1,grid_unreliable,3
1508,referral_hospital,O2_0146,urban,239,1,1,1,1,LOX_bulk_tank,0,0,3.9,1,11,4,2,0,1,0,0,0,0,1,supplier_stockout,2021,9,38,pneumonia_adult,0,38,0,12,14,689.0,8.0,1,grid_reliable,15
1509,referral_hospital,O2_0141,urban,266,1,1,1,1,PSA_plant_onsite,0,0,1.4,1,9,3,20,1,1,1,1,1,1,0,not_applicable,2022,12,33,severe_malaria,23,10,0,3,0,752.0,0.0,1,grid_unreliable,0
1510,referral_hospital,O2_0134,urban,258,1,1,1,1,PSA_plant_onsite,0,0,1.7,1,15,5,10,1,1,1,1,1,1,0,not_applicable,2021,3,41,trauma,28,13,0,2,0,889.0,18.0,1,grid_reliable,3
1511,referral_hospital,O2_0131,urban,170,1,1,1,1,LOX_bulk_tank,4,1,1.1,1,11,4,1,0,1,1,1,1,1,0,not_applicable,2023,6,52,neonatal_respiratory,35,17,0,7,0,1081.0,2.0,0,grid_reliable,9
1512,referral_hospital,O2_0112,urban,269,1,1,1,1,cylinder_piped,6,2,3.2,1,5,4,8,0,1,1,1,1,1,0,not_applicable,2021,5,43,pneumonia_adult,37,6,1,1,0,1042.0,1.0,1,grid_unreliable,1
1513,referral_hospital,O2_0045,urban,247,1,1,1,1,PSA_plant_onsite,8,5,0.1,1,10,6,1,1,1,1,1,1,1,0,not_applicable,2024,9,47,trauma,36,11,1,3,0,1071.0,19.0,1,grid_unreliable,0
1514,referral_hospital,O2_0028,peri_urban,301,1,1,1,1,LOX_bulk_tank,0,0,0.3,1,13,4,2,0,1,1,1,1,1,0,not_applicable,2024,9,38,heart_failure,31,7,0,3,0,889.0,8.0,1,grid_reliable,5
1515,referral_hospital,O2_0161,urban,249,1,1,1,1,LOX_bulk_tank,0,0,5.4,1,15,5,7,0,1,1,1,0,0,6,concentrator_malfunction,2022,5,32,pneumonia_adult,0,32,0,5,5,818.0,2.0,1,grid_unreliable,8
1516,referral_hospital,O2_0146,rural,243,1,1,1,1,cylinder_piped,0,0,4.0,1,14,3,0,0,1,1,1,1,1,0,not_applicable,2023,7,33,surgical_anaesthesia,23,10,1,2,0,701.0,3.0,0,grid_unreliable,4
1517,referral_hospital,O2_0082,urban,285,1,1,1,1,LOX_bulk_tank,0,0,6.5,1,7,3,1,0,1,1,0,0,0,2,funding_for_refill,2021,11,35,sepsis,0,35,0,18,4,916.0,3.0,1,grid_reliable,1
1518,referral_hospital,O2_0105,urban,238,1,1,1,1,PSA_plant_onsite,0,0,3.8,1,13,3,3,1,1,0,0,1,1,0,not_applicable,2024,12,39,neonatal_respiratory,39,0,0,0,0,776.0,3.0,1,generator_only,0
1519,referral_hospital,O2_0027,rural,248,1,1,1,1,LOX_bulk_tank,0,0,2.2,1,10,4,0,0,1,1,1,1,1,15,funding_for_refill,2021,12,48,pneumonia_child,36,12,1,6,0,699.0,12.0,1,grid_reliable,1
1520,referral_hospital,O2_0156,rural,177,1,1,1,1,LOX_bulk_tank,0,0,2.3,1,9,8,1,0,1,1,1,1,1,0,not_applicable,2024,2,51,heart_failure,43,8,0,3,0,778.0,30.0,1,generator_only,7
1521,referral_hospital,O2_0166,peri_urban,230,1,1,1,1,PSA_plant_onsite,0,0,4.0,1,12,6,4,1,1,1,1,1,1,0,not_applicable,2023,12,44,surgical_anaesthesia,40,4,1,1,0,679.0,23.0,0,grid_reliable,2
1522,referral_hospital,O2_0101,rural,228,1,1,1,1,cylinder_piped,5,2,1.3,1,10,10,1,0,1,1,1,0,0,6,regulator_valve_failure,2022,10,61,neonatal_respiratory,0,61,0,18,9,785.0,4.0,1,generator_only,11
1523,referral_hospital,O2_0088,peri_urban,230,1,1,1,1,cylinder_portable,0,0,0.1,1,8,8,2,0,1,1,1,1,1,0,not_applicable,2022,2,42,severe_malaria,38,4,0,1,0,879.0,0.0,1,grid_reliable,3
1524,referral_hospital,O2_0060,rural,296,1,1,1,1,PSA_plant_onsite,0,0,1.4,1,13,6,8,0,1,0,0,1,1,7,PSA_plant_breakdown,2022,1,38,severe_malaria,24,14,0,8,0,781.0,7.0,1,grid_unreliable,0
1525,referral_hospital,O2_0026,rural,191,1,1,1,1,PSA_plant_onsite,0,0,3.1,1,13,7,5,0,1,1,0,0,0,29,concentrator_malfunction,2022,9,34,pneumonia_adult,0,34,0,13,4,746.0,30.0,1,grid_unreliable,11
1526,referral_hospital,O2_0103,urban,210,1,1,1,1,cylinder_piped,0,0,10.0,1,9,5,2,0,1,0,0,0,0,1,power_outage,2022,1,33,pneumonia_adult,0,33,0,13,14,591.0,14.0,1,grid_unreliable,12
1527,referral_hospital,O2_0044,urban,266,1,1,1,1,oxygen_concentrator,6,4,0.5,1,11,3,11,0,1,1,0,0,0,3,cylinder_delivery_delay,2021,12,45,sepsis,0,45,0,15,16,548.0,23.0,1,grid_unreliable,2
1528,referral_hospital,O2_0055,urban,209,1,1,1,1,PSA_plant_onsite,5,3,1.6,1,10,8,5,1,1,1,1,1,1,0,not_applicable,2023,2,35,severe_malaria,34,1,1,0,0,775.0,3.0,1,grid_unreliable,3
1529,referral_hospital,O2_0162,peri_urban,219,1,1,1,1,LOX_bulk_tank,0,0,5.4,1,11,5,5,0,1,1,1,1,1,11,concentrator_malfunction,2022,12,26,COPD_exacerbation,23,3,1,1,0,543.0,4.0,1,grid_unreliable,2
1530,referral_hospital,O2_0068,urban,235,1,1,1,1,LOX_bulk_tank,0,0,0.1,1,15,5,3,0,1,1,1,1,1,0,not_applicable,2024,12,50,trauma,36,14,1,6,0,851.0,6.0,1,solar,7
1531,referral_hospital,O2_0146,urban,295,1,1,1,1,oxygen_concentrator,4,1,0.1,1,13,3,1,0,1,0,0,1,1,0,not_applicable,2023,3,37,pneumonia_adult,33,4,1,1,0,657.0,19.0,1,grid_reliable,5
1532,referral_hospital,O2_0151,peri_urban,309,1,1,1,1,LOX_bulk_tank,0,0,13.5,1,10,4,4,0,1,1,1,1,0,0,not_applicable,2021,9,42,COPD_exacerbation,30,12,1,7,0,754.0,12.0,0,generator_only,4
1533,referral_hospital,O2_0127,urban,282,1,1,1,1,LOX_bulk_tank,0,0,0.9,1,7,4,19,0,1,0,0,1,1,0,not_applicable,2022,10,40,severe_malaria,38,2,0,1,0,919.0,4.0,1,generator_only,8
1534,referral_hospital,O2_0126,peri_urban,224,1,1,1,1,LOX_bulk_tank,0,0,7.8,1,15,3,0,0,1,1,1,1,1,0,not_applicable,2024,7,45,other_hypoxemia,45,0,1,0,0,946.0,9.0,1,grid_unreliable,1
1535,referral_hospital,O2_0156,urban,241,1,1,1,1,cylinder_piped,7,5,5.2,1,13,5,2,0,1,1,1,1,1,0,not_applicable,2023,11,39,COVID19_severe,30,9,1,6,0,641.0,8.0,1,grid_unreliable,0
1536,referral_hospital,O2_0045,urban,247,1,1,1,1,PSA_plant_onsite,0,0,2.4,1,7,2,3,1,1,1,1,1,0,0,not_applicable,2024,11,31,other_hypoxemia,23,8,1,2,0,828.0,49.0,1,grid_reliable,11
1537,referral_hospital,O2_0062,urban,176,1,1,1,1,LOX_bulk_tank,0,0,0.4,1,5,6,3,0,1,0,0,1,1,1,funding_for_refill,2021,1,54,other_hypoxemia,48,6,1,1,0,774.0,0.0,0,grid_reliable,3
1538,referral_hospital,O2_0011,peri_urban,233,1,1,1,1,PSA_plant_onsite,0,0,5.5,1,13,4,1,1,1,1,1,1,1,0,not_applicable,2023,5,45,pneumonia_child,30,15,1,4,0,812.0,10.0,1,solar,0
1539,referral_hospital,O2_0043,urban,211,1,1,1,1,LOX_bulk_tank,0,0,2.8,1,7,1,0,0,1,1,1,1,1,0,not_applicable,2021,7,42,pneumonia_child,34,8,1,3,0,1095.0,22.0,1,none,12
1540,referral_hospital,O2_0115,urban,235,1,1,1,1,oxygen_concentrator,5,2,5.6,1,8,3,6,0,1,1,0,1,1,0,not_applicable,2024,1,61,pneumonia_child,44,17,1,4,0,949.0,11.0,1,grid_reliable,2
1541,referral_hospital,O2_0064,rural,299,1,1,1,1,cylinder_piped,0,0,1.2,1,16,8,4,0,1,1,1,1,1,7,power_outage,2021,4,47,surgical_anaesthesia,42,5,0,2,0,667.0,22.0,1,none,0
1542,referral_hospital,O2_0149,urban,267,1,1,1,1,oxygen_concentrator,5,3,2.0,1,11,4,7,0,1,1,1,1,0,3,demand_surge,2023,7,56,surgical_anaesthesia,39,17,1,7,0,969.0,9.0,1,grid_unreliable,1
1543,referral_hospital,O2_0175,rural,239,1,1,1,1,oxygen_concentrator,2,1,1.7,1,14,5,5,0,1,1,1,0,0,4,concentrator_malfunction,2021,5,33,heart_failure,0,33,0,7,16,570.0,48.0,1,solar,3
1544,referral_hospital,O2_0079,urban,227,1,1,1,1,LOX_bulk_tank,0,0,15.6,1,6,6,6,0,1,1,1,1,1,0,not_applicable,2024,3,44,neonatal_respiratory,28,16,1,5,0,1023.0,7.0,0,grid_reliable,1
1545,referral_hospital,O2_0016,urban,241,1,1,1,1,oxygen_concentrator,8,6,1.2,1,5,8,2,0,1,1,1,1,1,2,empty_cylinders_not_collected,2023,1,32,neonatal_respiratory,20,12,1,4,0,736.0,3.0,1,none,1
1546,referral_hospital,O2_0189,urban,246,1,1,1,1,LOX_bulk_tank,0,0,3.6,1,8,6,1,0,1,1,0,1,1,0,not_applicable,2024,7,44,pneumonia_adult,27,17,1,7,0,787.0,27.0,1,grid_reliable,0
1547,referral_hospital,O2_0039,urban,246,1,1,1,1,LOX_bulk_tank,0,0,0.9,1,16,4,7,0,1,1,1,1,0,5,demand_surge,2024,11,43,COVID19_severe,35,8,0,3,0,547.0,35.0,1,grid_unreliable,1
1548,referral_hospital,O2_0162,peri_urban,250,1,1,1,1,PSA_plant_onsite,0,0,1.9,1,10,6,2,0,1,1,1,1,1,0,not_applicable,2023,6,48,neonatal_respiratory,38,10,0,2,0,760.0,14.0,1,grid_reliable,10
1549,referral_hospital,O2_0074,peri_urban,296,1,1,1,1,oxygen_concentrator,5,3,2.4,1,9,9,1,0,1,1,1,1,1,0,not_applicable,2024,3,48,pneumonia_adult,38,10,0,3,0,659.0,12.0,1,grid_unreliable,9
1550,referral_hospital,O2_0154,rural,294,1,1,1,1,LOX_bulk_tank,0,0,1.8,1,8,3,5,0,1,1,1,1,1,0,not_applicable,2023,5,43,heart_failure,40,3,1,2,0,931.0,4.0,1,grid_reliable,2
1551,referral_hospital,O2_0007,urban,311,1,1,1,1,LOX_bulk_tank,0,0,0.1,1,6,5,2,0,1,0,0,1,1,1,demand_surge,2024,7,44,pneumonia_child,29,15,1,5,0,525.0,9.0,1,none,21
1552,referral_hospital,O2_0184,rural,279,1,1,1,1,cylinder_piped,0,0,12.7,1,13,4,6,0,1,1,1,1,1,0,not_applicable,2023,2,31,pneumonia_adult,19,12,0,6,0,870.0,20.0,1,grid_reliable,6
1553,referral_hospital,O2_0027,urban,264,1,1,1,1,LOX_bulk_tank,0,0,4.4,1,7,2,8,0,1,1,1,0,0,21,demand_surge,2024,4,28,pneumonia_adult,0,28,0,9,4,674.0,11.0,1,grid_reliable,14
1554,referral_hospital,O2_0058,urban,298,1,1,1,1,LOX_bulk_tank,8,5,2.5,1,10,6,12,0,1,1,1,0,0,20,concentrator_malfunction,2022,3,43,neonatal_respiratory,0,43,0,9,6,909.0,4.0,1,solar,0
1555,referral_hospital,O2_0018,urban,218,1,1,1,1,cylinder_piped,0,0,2.9,1,10,6,16,0,1,1,1,1,1,1,demand_surge,2024,3,42,trauma,38,4,1,0,0,794.0,69.0,0,grid_reliable,14
1556,referral_hospital,O2_0046,urban,347,1,1,1,1,LOX_bulk_tank,0,0,0.7,1,19,2,2,0,1,1,1,1,0,2,funding_for_refill,2024,1,37,pneumonia_child,29,8,1,3,0,620.0,44.0,1,grid_reliable,15
1557,referral_hospital,O2_0175,rural,255,1,1,1,1,oxygen_concentrator,7,4,2.1,1,9,5,3,0,1,0,0,1,0,0,not_applicable,2022,1,27,pneumonia_child,16,11,1,6,0,882.0,27.0,1,grid_reliable,10
1558,referral_hospital,O2_0171,urban,233,1,1,1,1,cylinder_piped,0,0,5.2,1,14,0,25,0,1,1,1,1,1,0,not_applicable,2023,3,46,COVID19_severe,41,5,1,1,0,496.0,14.0,1,none,1
1559,referral_hospital,O2_0044,peri_urban,212,1,1,1,1,oxygen_concentrator,3,2,3.2,1,11,4,4,0,1,1,1,1,1,0,not_applicable,2024,11,37,trauma,27,10,1,1,0,667.0,15.0,1,grid_reliable,0
1560,referral_hospital,O2_0046,peri_urban,237,1,1,1,1,oxygen_concentrator,8,6,14.9,1,10,3,1,0,1,0,0,1,0,0,not_applicable,2024,1,49,COVID19_severe,31,18,1,4,0,646.0,6.0,1,grid_reliable,13
1561,referral_hospital,O2_0064,rural,255,1,1,1,1,LOX_bulk_tank,3,2,1.3,1,10,4,0,0,1,1,1,0,0,19,concentrator_malfunction,2022,4,39,COVID19_severe,0,39,0,15,14,1077.0,37.0,1,grid_reliable,1
1562,referral_hospital,O2_0070,rural,268,1,1,1,1,LOX_bulk_tank,0,0,3.1,1,7,3,16,0,1,1,0,1,1,3,PSA_plant_breakdown,2023,5,47,pneumonia_adult,45,2,1,1,0,1138.0,42.0,1,grid_reliable,8
1563,referral_hospital,O2_0068,peri_urban,223,1,1,1,1,PSA_plant_onsite,0,0,0.9,1,13,7,2,1,1,1,0,1,1,0,not_applicable,2022,1,31,pneumonia_child,20,11,1,4,0,697.0,36.0,1,solar,5
1564,referral_hospital,O2_0160,urban,163,1,1,1,1,PSA_plant_onsite,0,0,0.1,1,10,7,2,1,1,1,1,1,1,0,not_applicable,2024,3,40,severe_malaria,37,3,1,2,0,1062.0,23.0,1,grid_reliable,0
1565,referral_hospital,O2_0020,peri_urban,239,1,1,1,1,cylinder_piped,0,0,3.0,1,4,10,2,0,1,0,0,1,1,0,not_applicable,2021,2,32,trauma,32,0,1,0,0,882.0,14.0,1,grid_reliable,12
1566,referral_hospital,O2_0054,urban,251,1,1,1,1,cylinder_piped,0,0,2.8,1,12,7,2,0,1,1,1,1,0,0,not_applicable,2024,3,33,pneumonia_adult,18,15,1,4,0,963.0,6.0,1,grid_unreliable,10
1567,referral_hospital,O2_0185,urban,240,1,1,1,1,LOX_bulk_tank,0,0,2.5,1,10,5,0,0,1,1,1,1,1,0,not_applicable,2023,11,49,heart_failure,40,9,1,4,0,1018.0,2.0,1,grid_reliable,3
1568,referral_hospital,O2_0160,peri_urban,212,1,1,1,1,cylinder_portable,0,0,1.2,1,3,7,6,0,1,1,1,1,1,0,not_applicable,2024,9,50,sepsis,33,17,1,6,0,909.0,15.0,1,grid_unreliable,7
1569,referral_hospital,O2_0010,urban,195,1,1,1,1,LOX_bulk_tank,3,2,7.9,1,9,8,1,0,1,1,1,1,1,0,not_applicable,2022,11,34,COVID19_severe,23,11,1,4,0,1237.0,3.0,1,grid_unreliable,9
1570,referral_hospital,O2_0067,rural,187,1,1,1,1,PSA_plant_onsite,0,0,1.3,1,8,7,0,0,1,1,0,1,0,1,supplier_stockout,2023,3,36,neonatal_respiratory,21,15,0,6,0,857.0,2.0,1,grid_reliable,0
1571,referral_hospital,O2_0058,peri_urban,228,1,1,1,1,oxygen_concentrator,3,2,5.8,1,9,3,0,0,1,1,1,1,1,0,not_applicable,2022,8,35,heart_failure,34,1,1,0,0,561.0,86.0,1,grid_reliable,5
1572,referral_hospital,O2_0178,urban,234,1,1,1,1,LOX_bulk_tank,0,0,5.7,1,10,8,6,0,1,0,0,1,1,0,not_applicable,2024,8,44,COVID19_severe,34,10,1,2,0,684.0,17.0,1,grid_unreliable,37
1573,referral_hospital,O2_0157,urban,166,1,1,1,1,LOX_bulk_tank,0,0,0.7,1,7,3,0,0,1,1,1,1,1,0,not_applicable,2023,5,38,pneumonia_adult,35,3,1,2,0,991.0,49.0,1,grid_reliable,2
1574,referral_hospital,O2_0169,urban,289,1,1,1,1,cylinder_piped,0,0,3.8,1,6,2,1,0,1,1,1,1,1,0,not_applicable,2023,9,48,surgical_anaesthesia,41,7,1,3,0,825.0,7.0,1,grid_reliable,1
1575,referral_hospital,O2_0198,urban,195,1,1,1,1,cylinder_piped,0,0,2.6,1,16,7,4,0,1,1,1,1,1,0,not_applicable,2024,3,40,pneumonia_child,31,9,1,4,0,533.0,6.0,1,none,1
1576,referral_hospital,O2_0075,urban,226,1,1,1,1,PSA_plant_onsite,0,0,0.5,1,10,4,3,1,1,1,1,1,1,0,not_applicable,2024,8,53,neonatal_respiratory,33,20,1,9,0,780.0,2.0,1,grid_reliable,0
1577,referral_hospital,O2_0163,peri_urban,299,1,1,1,1,LOX_bulk_tank,5,2,0.1,1,5,6,1,0,1,1,1,1,1,0,not_applicable,2021,12,36,pneumonia_adult,31,5,1,2,0,563.0,7.0,1,grid_reliable,1
1578,referral_hospital,O2_0021,urban,257,1,1,1,1,LOX_bulk_tank,0,0,0.2,1,9,6,2,0,1,0,0,1,1,0,not_applicable,2023,11,52,COPD_exacerbation,52,0,1,0,0,838.0,11.0,1,grid_reliable,25
1579,referral_hospital,O2_0175,rural,205,1,1,1,1,oxygen_concentrator,4,1,8.3,1,11,3,13,0,1,1,0,1,0,0,not_applicable,2022,12,34,sepsis,28,6,1,2,0,497.0,1.0,1,grid_reliable,6
1580,referral_hospital,O2_0055,urban,232,1,1,1,1,PSA_plant_onsite,0,0,2.5,1,15,5,5,0,1,1,1,1,1,0,not_applicable,2024,6,30,COVID19_severe,26,4,1,1,0,779.0,21.0,1,grid_reliable,2
1581,referral_hospital,O2_0181,peri_urban,318,1,1,1,1,LOX_bulk_tank,0,0,3.1,1,5,3,0,0,1,1,1,0,0,17,PSA_plant_breakdown,2024,7,40,pneumonia_child,0,40,0,17,17,637.0,39.0,1,solar,3
1582,referral_hospital,O2_0077,urban,317,1,1,1,1,cylinder_piped,4,3,0.1,1,13,6,4,0,1,1,1,1,1,0,not_applicable,2022,11,50,sepsis,45,5,1,0,0,821.0,12.0,1,solar,11
1583,referral_hospital,O2_0130,urban,181,1,1,1,1,LOX_bulk_tank,0,0,0.7,1,6,5,3,0,1,1,1,0,0,2,supplier_stockout,2023,1,44,other_hypoxemia,0,44,0,18,16,874.0,8.0,1,grid_unreliable,1
1584,referral_hospital,O2_0109,urban,270,1,1,1,1,LOX_bulk_tank,0,0,5.6,1,9,7,4,0,1,1,0,1,1,0,not_applicable,2021,6,50,pneumonia_child,50,0,1,0,0,604.0,9.0,1,grid_unreliable,3
1585,referral_hospital,O2_0056,peri_urban,278,1,1,1,1,cylinder_portable,7,5,0.6,1,5,9,3,0,1,1,1,1,0,0,not_applicable,2022,5,32,COVID19_severe,26,6,1,2,0,974.0,6.0,1,grid_unreliable,0
1586,referral_hospital,O2_0131,urban,288,1,1,1,1,LOX_bulk_tank,0,0,6.9,1,9,3,0,0,1,1,0,1,1,8,demand_surge,2021,5,52,severe_malaria,51,1,1,1,0,656.0,1.0,1,solar,10
1587,referral_hospital,O2_0144,rural,235,1,1,1,1,cylinder_portable,0,0,0.1,1,5,1,9,0,1,1,0,1,1,0,not_applicable,2022,1,39,pneumonia_child,39,0,0,0,0,1014.0,2.0,1,grid_unreliable,18
1588,referral_hospital,O2_0043,urban,303,1,1,1,1,cylinder_piped,0,0,2.9,1,11,2,18,0,1,1,1,0,0,23,demand_surge,2023,3,42,pneumonia_adult,0,42,0,17,11,702.0,25.0,1,generator_only,2
1589,referral_hospital,O2_0004,rural,214,1,1,1,1,LOX_bulk_tank,0,0,3.2,1,8,6,11,0,1,1,1,1,1,0,not_applicable,2023,11,46,asthma_severe,44,2,1,1,0,943.0,15.0,1,generator_only,11
1590,referral_hospital,O2_0121,urban,273,1,1,1,1,cylinder_portable,0,0,1.6,1,8,4,0,0,1,1,0,1,1,0,not_applicable,2023,12,44,heart_failure,30,14,1,5,0,893.0,3.0,0,grid_reliable,0
1591,referral_hospital,O2_0078,urban,213,1,1,1,1,LOX_bulk_tank,1,0,1.9,1,7,6,0,0,1,1,1,1,1,0,not_applicable,2021,4,32,COVID19_severe,30,2,1,0,0,878.0,13.0,1,solar,6
1592,referral_hospital,O2_0075,rural,288,1,1,1,1,cylinder_piped,2,1,1.4,1,7,11,3,0,1,1,1,1,1,0,not_applicable,2021,11,41,COPD_exacerbation,24,17,1,9,0,706.0,6.0,1,grid_reliable,3
1593,referral_hospital,O2_0101,peri_urban,250,1,1,1,1,LOX_bulk_tank,0,0,3.8,1,19,8,18,0,1,1,1,1,1,0,not_applicable,2023,1,59,COPD_exacerbation,52,7,1,3,0,785.0,23.0,1,grid_reliable,2
1594,referral_hospital,O2_0003,peri_urban,238,1,1,1,1,cylinder_piped,0,0,2.8,1,7,4,2,0,1,1,1,1,0,4,cylinder_delivery_delay,2023,8,37,surgical_anaesthesia,28,9,1,5,0,633.0,22.0,0,solar,0
1595,referral_hospital,O2_0037,urban,317,1,1,1,1,LOX_bulk_tank,0,0,0.8,1,8,4,11,0,1,1,1,1,1,0,not_applicable,2024,4,45,sepsis,31,14,1,4,0,810.0,20.0,1,grid_reliable,1
1596,referral_hospital,O2_0084,urban,150,1,1,1,1,PSA_plant_onsite,0,0,3.5,1,9,6,8,1,1,1,1,1,1,0,not_applicable,2024,8,41,COPD_exacerbation,25,16,1,6,0,710.0,6.0,1,grid_unreliable,3
1597,referral_hospital,O2_0027,urban,207,1,1,1,1,oxygen_concentrator,3,1,3.8,1,6,3,2,0,1,1,0,1,1,4,concentrator_malfunction,2022,6,42,pneumonia_adult,35,7,0,1,0,754.0,1.0,1,grid_reliable,8
1598,referral_hospital,O2_0112,peri_urban,263,1,1,1,1,LOX_bulk_tank,0,0,3.1,1,10,7,1,0,1,1,1,0,0,30,demand_surge,2022,1,36,neonatal_respiratory,0,36,0,19,17,809.0,7.0,1,grid_unreliable,0
1599,referral_hospital,O2_0011,urban,311,1,1,1,1,PSA_plant_onsite,0,0,5.9,1,6,2,3,1,1,1,1,1,0,0,not_applicable,2024,9,47,pneumonia_child,26,21,1,8,0,906.0,24.0,1,grid_unreliable,0
1600,referral_hospital,O2_0084,rural,223,1,1,1,1,cylinder_piped,7,5,0.0,1,10,8,0,0,1,1,0,1,1,0,not_applicable,2024,2,50,trauma,42,8,1,3,0,386.0,0.0,1,grid_unreliable,2
1601,referral_hospital,O2_0044,urban,258,1,1,1,1,cylinder_piped,0,0,2.0,1,13,5,0,0,1,1,1,0,0,3,cylinder_delivery_delay,2024,12,43,asthma_severe,0,43,0,16,15,669.0,18.0,1,grid_reliable,0
1602,referral_hospital,O2_0055,urban,243,1,1,1,1,oxygen_concentrator,5,3,0.2,1,13,11,0,0,1,1,1,0,0,21,concentrator_malfunction,2021,6,31,surgical_anaesthesia,0,31,0,9,7,727.0,6.0,1,grid_unreliable,10
1603,referral_hospital,O2_0106,peri_urban,282,1,1,1,1,oxygen_concentrator,1,0,0.3,1,8,5,0,0,1,0,0,1,0,0,not_applicable,2023,5,45,pneumonia_adult,40,5,1,1,0,988.0,7.0,0,grid_reliable,3
1604,referral_hospital,O2_0159,urban,233,1,1,1,1,PSA_plant_onsite,0,0,0.8,1,15,5,6,0,1,0,0,1,1,0,not_applicable,2024,4,40,COVID19_severe,40,0,0,0,0,631.0,14.0,1,grid_reliable,4
1605,referral_hospital,O2_0095,urban,315,1,1,1,1,PSA_plant_onsite,0,0,6.5,1,2,5,2,1,1,1,0,1,0,0,not_applicable,2023,3,52,surgical_anaesthesia,48,4,1,1,0,904.0,4.0,1,grid_unreliable,1
1606,referral_hospital,O2_0063,urban,190,1,1,1,1,cylinder_piped,0,0,2.6,1,14,5,2,0,1,1,0,1,0,0,not_applicable,2024,9,48,asthma_severe,47,1,1,1,0,727.0,7.0,1,grid_reliable,2
1607,referral_hospital,O2_0072,peri_urban,333,1,1,1,1,LOX_bulk_tank,0,0,1.4,1,9,5,16,0,1,1,1,1,1,0,not_applicable,2024,4,38,pneumonia_adult,32,6,1,1,0,640.0,12.0,1,none,3
1608,referral_hospital,O2_0199,urban,211,1,1,1,1,cylinder_piped,0,0,4.3,1,15,1,16,0,1,0,0,1,1,0,not_applicable,2022,1,37,COPD_exacerbation,33,4,0,1,0,1080.0,5.0,1,grid_unreliable,10
1609,referral_hospital,O2_0083,urban,296,1,1,1,1,LOX_bulk_tank,0,0,4.7,1,11,7,7,0,1,1,1,1,0,0,not_applicable,2022,1,32,COVID19_severe,25,7,0,2,0,891.0,2.0,0,grid_reliable,1
1610,referral_hospital,O2_0091,peri_urban,236,1,1,1,1,oxygen_concentrator,4,1,2.9,1,8,7,8,0,1,1,1,1,1,0,not_applicable,2021,4,33,pneumonia_child,24,9,0,4,0,1119.0,22.0,1,solar,0
1611,referral_hospital,O2_0033,urban,192,1,1,1,1,PSA_plant_onsite,6,1,8.5,1,10,6,2,1,1,1,1,1,0,0,not_applicable,2023,3,36,neonatal_respiratory,35,1,0,0,0,754.0,21.0,1,grid_reliable,4
1612,referral_hospital,O2_0169,peri_urban,324,1,1,1,1,LOX_bulk_tank,0,0,2.7,1,15,2,16,0,1,1,1,1,1,0,not_applicable,2024,2,44,pneumonia_adult,44,0,1,0,0,632.0,18.0,1,grid_unreliable,7
1613,referral_hospital,O2_0007,urban,218,1,1,1,1,LOX_bulk_tank,0,0,3.2,1,10,5,51,0,1,1,1,1,1,0,not_applicable,2022,12,34,trauma,34,0,1,0,0,850.0,1.0,1,grid_reliable,3
1614,referral_hospital,O2_0122,peri_urban,185,1,1,1,1,oxygen_concentrator,5,3,4.3,1,15,7,0,0,1,1,0,1,1,1,PSA_plant_breakdown,2024,12,39,pneumonia_child,27,12,1,7,0,634.0,1.0,1,grid_reliable,6
1615,referral_hospital,O2_0135,rural,294,1,1,1,1,cylinder_piped,0,0,5.2,1,7,4,1,0,1,1,1,1,1,0,not_applicable,2023,12,37,heart_failure,27,10,1,3,0,459.0,0.0,0,grid_reliable,3
1616,referral_hospital,O2_0174,urban,251,1,1,1,1,cylinder_piped,0,0,1.4,1,4,2,9,0,1,1,0,1,1,0,not_applicable,2023,9,30,heart_failure,29,1,1,1,0,929.0,7.0,1,generator_only,2
1617,referral_hospital,O2_0117,peri_urban,182,1,1,1,1,oxygen_concentrator,6,4,0.7,1,15,8,4,0,1,1,1,1,1,0,not_applicable,2023,12,45,COPD_exacerbation,37,8,0,1,0,715.0,10.0,1,grid_reliable,0
1618,referral_hospital,O2_0094,urban,175,1,1,1,1,cylinder_portable,0,0,0.3,1,12,4,0,0,1,1,0,0,0,6,concentrator_malfunction,2023,1,34,pneumonia_adult,0,34,0,8,9,1028.0,18.0,1,grid_reliable,7
1619,referral_hospital,O2_0182,urban,258,1,1,1,1,PSA_plant_onsite,0,0,4.7,1,11,8,7,1,1,1,1,0,0,4,PSA_plant_breakdown,2023,1,34,surgical_anaesthesia,0,34,0,13,8,684.0,10.0,1,grid_reliable,1
1620,referral_hospital,O2_0081,peri_urban,303,1,1,1,1,oxygen_concentrator,2,1,3.9,1,18,4,3,0,1,1,1,1,1,0,not_applicable,2023,8,28,severe_malaria,26,2,0,1,0,733.0,7.0,1,solar,8
1621,referral_hospital,O2_0043,urban,274,1,1,1,1,oxygen_concentrator,6,3,1.9,1,14,6,0,0,1,1,1,1,1,0,not_applicable,2023,9,41,COPD_exacerbation,38,3,1,0,0,693.0,8.0,1,grid_unreliable,4
1622,referral_hospital,O2_0166,urban,198,1,1,1,1,cylinder_piped,0,0,6.5,1,13,5,3,0,1,1,1,1,1,0,not_applicable,2024,12,41,neonatal_respiratory,26,15,1,3,0,729.0,30.0,1,generator_only,3
1623,referral_hospital,O2_0069,urban,228,1,1,1,1,oxygen_concentrator,4,4,0.6,1,10,9,3,0,1,1,1,1,1,0,not_applicable,2023,5,50,trauma,37,13,0,6,0,812.0,6.0,1,grid_unreliable,5
1624,referral_hospital,O2_0194,rural,259,1,1,1,1,cylinder_piped,0,0,1.1,1,10,7,12,0,1,1,1,1,1,0,not_applicable,2021,7,46,pneumonia_child,32,14,1,5,0,813.0,15.0,1,grid_unreliable,3
1625,referral_hospital,O2_0152,rural,245,1,1,1,1,LOX_bulk_tank,0,0,1.3,1,12,12,1,0,1,1,1,1,1,0,not_applicable,2024,7,48,surgical_anaesthesia,30,18,0,4,0,1035.0,8.0,1,grid_reliable,1
1626,referral_hospital,O2_0068,rural,272,1,1,1,1,PSA_plant_onsite,0,0,9.4,1,5,3,12,0,1,1,0,1,0,0,not_applicable,2021,11,46,severe_malaria,39,7,1,3,0,930.0,2.0,1,none,3
1627,referral_hospital,O2_0072,urban,255,1,1,1,1,cylinder_portable,0,0,3.5,1,9,3,7,0,1,1,1,1,1,0,not_applicable,2022,2,50,sepsis,39,11,0,3,0,765.0,2.0,1,generator_only,3
1628,referral_hospital,O2_0191,urban,236,1,1,1,1,LOX_bulk_tank,3,2,1.0,1,7,5,1,0,1,1,1,1,1,0,not_applicable,2024,2,39,trauma,27,12,1,3,0,1003.0,18.0,1,generator_only,8
1629,referral_hospital,O2_0153,urban,193,1,1,1,1,LOX_bulk_tank,0,0,3.1,1,8,4,0,0,1,1,1,1,1,0,not_applicable,2023,6,37,COPD_exacerbation,26,11,1,2,0,852.0,3.0,1,grid_reliable,3
1630,referral_hospital,O2_0158,urban,253,1,1,1,1,cylinder_piped,0,0,3.5,1,12,5,16,0,1,1,1,1,1,1,concentrator_malfunction,2024,8,38,trauma,38,0,1,0,0,873.0,24.0,1,grid_unreliable,3
1631,referral_hospital,O2_0067,urban,233,1,1,1,1,oxygen_concentrator,2,1,2.9,1,9,6,1,0,1,1,0,1,0,2,cylinder_delivery_delay,2022,2,41,COPD_exacerbation,32,9,1,4,0,892.0,19.0,1,grid_unreliable,6
1632,referral_hospital,O2_0012,rural,294,1,1,1,1,oxygen_concentrator,3,1,0.0,1,10,5,0,0,1,1,0,1,1,8,concentrator_malfunction,2021,10,27,surgical_anaesthesia,12,15,0,5,0,778.0,11.0,1,generator_only,3
1633,referral_hospital,O2_0137,peri_urban,211,1,1,1,1,cylinder_portable,6,4,1.1,1,9,6,3,0,1,1,0,0,0,1,concentrator_malfunction,2024,12,46,neonatal_respiratory,0,46,0,16,8,880.0,2.0,1,solar,1
1634,referral_hospital,O2_0078,rural,299,1,1,1,1,LOX_bulk_tank,0,0,1.8,1,6,6,0,0,1,1,1,1,1,0,not_applicable,2024,10,37,pneumonia_child,35,2,1,1,0,682.0,1.0,1,grid_unreliable,18
1635,referral_hospital,O2_0187,urban,248,1,1,1,1,LOX_bulk_tank,0,0,9.4,1,15,5,3,0,1,0,0,1,1,0,not_applicable,2022,12,44,heart_failure,31,13,1,7,0,1000.0,1.0,1,generator_only,4
1636,referral_hospital,O2_0058,urban,264,1,1,1,1,LOX_bulk_tank,0,0,0.9,1,11,4,1,0,1,1,0,1,0,1,supplier_stockout,2024,12,32,COPD_exacerbation,29,3,0,0,0,659.0,19.0,1,grid_reliable,16
1637,referral_hospital,O2_0179,urban,130,1,1,1,1,PSA_plant_onsite,0,0,1.3,1,10,7,3,1,1,1,0,1,1,0,not_applicable,2022,12,39,trauma,35,4,0,0,0,491.0,30.0,1,solar,0
1638,referral_hospital,O2_0016,urban,257,1,1,1,1,PSA_plant_onsite,0,0,1.6,1,8,2,1,0,1,1,1,1,1,0,not_applicable,2024,9,35,severe_malaria,30,5,1,1,0,755.0,3.0,1,grid_reliable,0
1639,referral_hospital,O2_0196,rural,238,1,1,1,1,oxygen_concentrator,4,3,2.6,1,8,6,7,0,1,1,0,1,1,0,not_applicable,2022,11,39,COVID19_severe,30,9,1,3,0,591.0,19.0,1,grid_reliable,3
1640,referral_hospital,O2_0183,peri_urban,249,1,1,1,1,oxygen_concentrator,4,3,1.1,1,7,4,7,0,1,1,1,1,1,3,PSA_plant_breakdown,2023,4,31,trauma,23,8,1,3,0,704.0,30.0,1,grid_unreliable,23
1641,referral_hospital,O2_0143,urban,270,1,1,1,1,cylinder_piped,0,0,5.6,1,11,4,9,0,1,1,1,1,1,0,not_applicable,2023,7,52,other_hypoxemia,46,6,0,3,0,939.0,1.0,1,grid_unreliable,3
1642,referral_hospital,O2_0039,urban,216,1,1,1,1,PSA_plant_onsite,0,0,3.7,1,12,5,1,0,1,1,1,1,1,0,not_applicable,2023,2,46,neonatal_respiratory,39,7,1,3,0,441.0,20.0,0,grid_unreliable,11
1643,referral_hospital,O2_0140,urban,208,1,1,1,1,oxygen_concentrator,5,1,0.2,1,12,4,2,0,1,1,1,0,0,1,PSA_plant_breakdown,2023,5,28,pneumonia_child,0,28,0,8,4,869.0,5.0,1,grid_reliable,0
1644,referral_hospital,O2_0041,urban,252,1,1,1,1,cylinder_piped,0,0,8.5,1,7,7,0,0,1,1,1,0,0,1,cylinder_delivery_delay,2022,3,35,sepsis,0,35,0,14,5,743.0,12.0,1,solar,7
1645,referral_hospital,O2_0184,urban,229,1,1,1,1,cylinder_piped,3,2,5.2,1,13,3,1,0,1,1,0,1,1,0,not_applicable,2022,10,33,pneumonia_adult,29,4,1,0,0,941.0,6.0,1,grid_unreliable,2
1646,referral_hospital,O2_0005,urban,260,1,1,1,1,cylinder_piped,3,2,0.6,1,9,6,22,0,1,0,0,1,1,0,not_applicable,2022,8,39,asthma_severe,38,1,1,0,0,563.0,21.0,1,solar,0
1647,referral_hospital,O2_0109,urban,234,1,1,1,1,cylinder_piped,0,0,3.3,1,14,5,2,0,1,1,1,0,0,3,empty_cylinders_not_collected,2021,12,42,surgical_anaesthesia,0,42,0,10,11,826.0,14.0,1,grid_reliable,7
1648,referral_hospital,O2_0107,peri_urban,321,1,1,1,1,cylinder_piped,0,0,1.0,1,8,6,5,0,1,1,1,0,0,16,power_outage,2021,11,38,COVID19_severe,0,38,0,14,21,677.0,12.0,1,none,5
1649,referral_hospital,O2_0140,urban,236,1,1,1,1,cylinder_piped,0,0,3.0,1,15,8,10,0,1,1,0,1,1,0,not_applicable,2024,9,36,asthma_severe,27,9,1,7,0,653.0,3.0,0,generator_only,11
1650,referral_hospital,O2_0188,peri_urban,248,1,1,1,1,LOX_bulk_tank,0,0,4.3,1,9,8,4,0,1,1,0,1,1,0,not_applicable,2023,5,54,pneumonia_adult,44,10,1,2,0,693.0,7.0,0,grid_unreliable,0
1651,referral_hospital,O2_0126,peri_urban,294,1,1,1,1,oxygen_concentrator,6,4,3.9,1,7,12,0,0,1,1,1,0,0,12,PSA_plant_breakdown,2024,7,36,severe_malaria,0,36,0,11,5,774.0,6.0,0,none,1
1652,referral_hospital,O2_0042,urban,232,1,1,1,1,PSA_plant_onsite,0,0,3.9,1,11,4,19,0,1,1,1,1,1,0,not_applicable,2023,3,31,other_hypoxemia,22,9,1,7,0,1046.0,8.0,1,grid_unreliable,2
1653,referral_hospital,O2_0036,peri_urban,250,1,1,1,1,oxygen_concentrator,4,2,0.1,1,6,3,10,0,1,1,1,1,1,0,not_applicable,2024,3,34,neonatal_respiratory,26,8,1,3,0,796.0,12.0,1,grid_unreliable,1
1654,referral_hospital,O2_0097,urban,270,1,1,1,1,cylinder_piped,0,0,0.0,1,7,5,22,0,1,1,0,1,1,0,not_applicable,2023,5,38,heart_failure,25,13,0,5,0,1088.0,24.0,1,grid_reliable,0
1655,referral_hospital,O2_0144,urban,251,1,1,1,1,cylinder_portable,0,0,3.9,1,7,0,1,0,1,1,1,1,1,0,not_applicable,2021,3,31,severe_malaria,12,19,1,4,0,934.0,3.0,1,generator_only,8
1656,referral_hospital,O2_0177,rural,254,1,1,1,1,LOX_bulk_tank,7,4,4.3,1,9,3,1,0,1,1,0,1,1,1,PSA_plant_breakdown,2022,4,43,asthma_severe,34,9,1,2,0,886.0,2.0,1,grid_unreliable,17
1657,referral_hospital,O2_0037,urban,165,1,1,1,1,LOX_bulk_tank,0,0,2.1,1,4,5,4,0,1,1,1,1,0,0,not_applicable,2024,2,41,pneumonia_child,22,19,1,4,0,640.0,9.0,1,grid_reliable,9
1658,referral_hospital,O2_0052,rural,195,1,1,1,1,LOX_bulk_tank,0,0,2.9,1,15,7,7,0,1,1,0,1,0,0,not_applicable,2023,11,48,neonatal_respiratory,37,11,1,5,0,805.0,6.0,0,grid_unreliable,7
1659,referral_hospital,O2_0089,urban,205,1,1,1,1,LOX_bulk_tank,0,0,1.8,1,14,2,2,0,1,1,1,1,1,0,not_applicable,2022,10,44,surgical_anaesthesia,42,2,0,1,0,885.0,20.0,1,grid_reliable,3
1660,referral_hospital,O2_0038,peri_urban,259,1,1,1,1,PSA_plant_onsite,0,0,5.6,1,12,10,4,0,1,1,1,0,0,30,concentrator_malfunction,2024,10,38,pneumonia_adult,0,38,0,10,6,966.0,12.0,0,grid_reliable,0
1661,referral_hospital,O2_0141,urban,317,1,1,1,1,PSA_plant_onsite,0,0,3.2,1,10,5,12,0,1,1,1,1,1,0,not_applicable,2024,2,31,pneumonia_child,20,11,1,4,0,749.0,4.0,1,solar,2
1662,referral_hospital,O2_0198,peri_urban,222,1,1,1,1,PSA_plant_onsite,0,0,3.9,1,5,5,4,0,1,0,0,1,1,1,cylinder_delivery_delay,2024,6,38,pneumonia_child,24,14,1,6,0,1088.0,39.0,1,grid_reliable,4
1663,referral_hospital,O2_0057,urban,267,1,1,1,1,LOX_bulk_tank,0,0,0.4,1,6,4,4,0,1,1,0,0,0,8,PSA_plant_breakdown,2023,12,41,surgical_anaesthesia,0,41,0,12,18,929.0,4.0,1,grid_reliable,16
1664,referral_hospital,O2_0101,rural,299,1,1,1,1,cylinder_piped,0,0,2.5,1,3,5,0,0,1,1,1,1,1,11,PSA_plant_breakdown,2023,9,42,surgical_anaesthesia,42,0,1,0,0,665.0,3.0,0,grid_reliable,2
1665,referral_hospital,O2_0092,peri_urban,258,1,1,1,1,PSA_plant_onsite,0,0,1.6,1,4,7,4,1,1,1,0,0,0,13,cylinder_delivery_delay,2021,1,50,neonatal_respiratory,0,50,0,14,6,923.0,12.0,1,grid_unreliable,3
1666,referral_hospital,O2_0167,urban,239,1,1,1,1,cylinder_portable,0,0,1.8,1,7,0,10,0,1,0,0,1,0,1,PSA_plant_breakdown,2022,1,38,trauma,32,6,1,3,0,560.0,24.0,1,grid_unreliable,0
1667,referral_hospital,O2_0145,urban,212,1,1,1,1,cylinder_portable,3,2,0.7,1,9,4,0,0,1,1,1,1,1,6,demand_surge,2023,8,45,pneumonia_child,26,19,1,10,0,731.0,13.0,1,grid_unreliable,0
1668,referral_hospital,O2_0144,peri_urban,243,1,1,1,1,LOX_bulk_tank,2,1,2.2,1,20,10,14,0,1,1,1,1,1,0,not_applicable,2022,5,53,COPD_exacerbation,29,24,1,10,0,793.0,13.0,1,grid_unreliable,3
1669,referral_hospital,O2_0115,urban,251,1,1,1,1,PSA_plant_onsite,0,0,2.8,1,11,2,2,1,1,1,1,1,1,0,not_applicable,2021,12,38,pneumonia_child,33,5,0,1,0,651.0,25.0,1,solar,4
1670,referral_hospital,O2_0022,urban,227,1,1,1,1,LOX_bulk_tank,0,0,0.4,1,16,7,5,0,1,1,1,1,1,0,not_applicable,2024,1,37,COVID19_severe,34,3,1,2,0,588.0,17.0,1,grid_reliable,3
1671,referral_hospital,O2_0100,peri_urban,195,1,1,1,1,LOX_bulk_tank,0,0,1.2,1,10,3,11,0,1,0,0,1,1,0,not_applicable,2022,12,37,other_hypoxemia,36,1,1,0,0,759.0,18.0,1,generator_only,0
1672,referral_hospital,O2_0100,rural,292,1,1,1,1,PSA_plant_onsite,0,0,0.6,1,12,6,2,1,1,1,1,1,1,0,not_applicable,2024,2,27,pneumonia_child,14,13,0,3,0,965.0,26.0,1,grid_unreliable,0
1673,referral_hospital,O2_0013,rural,241,1,1,1,1,cylinder_piped,0,0,1.0,1,9,6,3,0,1,1,1,1,0,3,power_outage,2021,5,51,sepsis,36,15,1,7,0,783.0,10.0,1,grid_unreliable,0
1674,referral_hospital,O2_0198,peri_urban,247,1,1,1,1,LOX_bulk_tank,0,0,2.6,1,8,6,3,0,1,1,0,1,1,0,not_applicable,2022,3,40,neonatal_respiratory,27,13,1,2,0,919.0,15.0,0,solar,1
1675,referral_hospital,O2_0096,urban,232,1,1,1,1,LOX_bulk_tank,0,0,0.6,1,12,7,6,0,1,0,0,1,1,6,PSA_plant_breakdown,2024,9,38,other_hypoxemia,25,13,1,4,0,937.0,3.0,1,grid_unreliable,2
1676,referral_hospital,O2_0178,urban,245,1,1,1,1,cylinder_piped,8,6,0.1,1,8,5,11,0,1,0,0,1,1,0,not_applicable,2023,10,36,other_hypoxemia,32,4,0,2,0,945.0,61.0,1,generator_only,0
1677,referral_hospital,O2_0168,urban,214,1,1,1,1,oxygen_concentrator,5,3,10.5,1,11,3,7,0,1,1,1,1,1,0,not_applicable,2024,11,37,pneumonia_child,30,7,1,2,0,477.0,4.0,1,solar,0
1678,referral_hospital,O2_0055,peri_urban,289,1,1,1,1,LOX_bulk_tank,0,0,5.1,1,8,5,1,0,1,0,0,0,0,4,concentrator_malfunction,2021,1,36,pneumonia_child,0,36,0,16,17,913.0,2.0,1,generator_only,3
1679,referral_hospital,O2_0131,urban,249,1,1,1,1,oxygen_concentrator,3,2,1.2,1,7,10,32,0,1,1,1,1,1,0,not_applicable,2024,3,37,neonatal_respiratory,33,4,1,0,0,654.0,4.0,1,generator_only,2
1680,referral_hospital,O2_0081,urban,209,1,1,1,1,cylinder_piped,0,0,0.0,1,12,8,0,0,1,1,0,1,0,2,demand_surge,2021,6,32,asthma_severe,20,12,1,2,0,771.0,7.0,1,generator_only,10
1681,referral_hospital,O2_0040,urban,254,1,1,1,1,LOX_bulk_tank,0,0,4.5,1,15,6,15,0,1,1,1,0,0,5,power_outage,2024,11,29,asthma_severe,0,29,0,7,9,685.0,26.0,1,none,4
1682,referral_hospital,O2_0106,urban,234,1,1,1,1,cylinder_piped,0,0,2.8,1,6,6,1,0,1,1,1,0,0,5,power_outage,2024,5,48,surgical_anaesthesia,0,48,0,11,14,1089.0,10.0,1,grid_reliable,1
1683,referral_hospital,O2_0040,rural,224,1,1,1,1,PSA_plant_onsite,0,0,0.2,1,9,6,1,1,1,1,1,1,1,0,not_applicable,2021,1,29,COVID19_severe,29,0,1,0,0,816.0,63.0,0,grid_reliable,17
1684,referral_hospital,O2_0131,urban,305,1,1,1,1,PSA_plant_onsite,0,0,3.1,1,7,8,2,1,1,0,0,1,1,4,power_outage,2023,11,44,pneumonia_child,34,10,1,3,0,917.0,13.0,1,solar,2
1685,referral_hospital,O2_0156,urban,235,1,1,1,1,PSA_plant_onsite,0,0,3.9,1,11,0,7,1,1,1,0,1,1,0,not_applicable,2024,4,45,severe_malaria,45,0,1,0,0,800.0,7.0,1,grid_reliable,0
1686,referral_hospital,O2_0082,urban,312,1,1,1,1,oxygen_concentrator,4,2,1.9,1,9,6,1,0,1,1,1,1,1,0,not_applicable,2024,5,37,sepsis,30,7,1,3,0,825.0,48.0,1,grid_unreliable,16
1687,referral_hospital,O2_0124,urban,253,1,1,1,1,oxygen_concentrator,4,1,1.7,1,9,6,22,0,1,1,0,1,1,3,demand_surge,2022,5,21,COPD_exacerbation,15,6,0,1,0,964.0,26.0,1,solar,23
1688,referral_hospital,O2_0056,urban,360,1,1,1,1,oxygen_concentrator,5,5,1.3,1,8,6,4,0,1,1,1,1,1,0,not_applicable,2021,3,55,trauma,34,21,1,8,0,909.0,33.0,1,grid_unreliable,14
1689,referral_hospital,O2_0024,peri_urban,278,1,1,1,1,cylinder_piped,0,0,0.0,1,13,6,3,0,1,1,1,1,1,0,not_applicable,2023,3,37,pneumonia_adult,26,11,1,4,0,862.0,10.0,0,grid_unreliable,9
1690,referral_hospital,O2_0156,urban,242,1,1,1,1,oxygen_concentrator,8,5,0.1,1,11,4,13,0,1,0,0,1,1,1,piping_system_leak,2024,7,30,pneumonia_child,23,7,1,3,0,771.0,18.0,1,solar,5
1691,referral_hospital,O2_0072,rural,254,1,1,1,1,LOX_bulk_tank,4,4,3.4,1,15,6,2,0,1,1,1,1,1,0,not_applicable,2024,5,42,heart_failure,27,15,1,8,0,607.0,35.0,1,solar,13
1692,referral_hospital,O2_0077,rural,296,1,1,1,1,PSA_plant_onsite,0,0,3.1,1,12,6,5,0,1,1,0,1,1,0,not_applicable,2021,6,51,pneumonia_child,37,14,1,6,0,804.0,4.0,0,solar,2
1693,referral_hospital,O2_0141,urban,202,1,1,1,1,LOX_bulk_tank,0,0,2.3,1,8,4,9,0,1,1,1,1,1,1,power_outage,2023,7,47,neonatal_respiratory,38,9,0,5,0,715.0,31.0,1,grid_reliable,0
1694,referral_hospital,O2_0181,peri_urban,279,1,1,1,1,oxygen_concentrator,10,9,0.3,1,11,4,0,0,1,1,1,1,1,3,cylinder_delivery_delay,2024,4,39,trauma,28,11,1,2,0,509.0,31.0,1,grid_reliable,5
1695,referral_hospital,O2_0133,peri_urban,281,1,1,1,1,oxygen_concentrator,1,0,8.5,1,12,8,3,0,1,1,1,0,0,9,supplier_stockout,2022,7,38,pneumonia_adult,0,38,0,10,13,916.0,14.0,1,grid_unreliable,15
1696,referral_hospital,O2_0160,peri_urban,211,1,1,1,1,cylinder_portable,6,5,4.0,1,6,4,1,0,1,0,0,1,0,0,not_applicable,2023,9,39,pneumonia_adult,35,4,1,1,0,967.0,2.0,1,grid_unreliable,2
1697,referral_hospital,O2_0123,peri_urban,306,1,1,1,1,oxygen_concentrator,3,2,2.7,1,8,5,7,0,1,1,1,1,1,0,not_applicable,2023,2,37,COVID19_severe,31,6,1,4,0,879.0,11.0,1,grid_unreliable,18
1698,referral_hospital,O2_0111,urban,253,1,1,1,1,LOX_bulk_tank,0,0,1.1,1,10,6,3,0,1,1,0,1,1,10,concentrator_malfunction,2023,12,44,pneumonia_child,30,14,1,4,0,812.0,16.0,1,generator_only,1
1699,referral_hospital,O2_0131,peri_urban,231,1,1,1,1,LOX_bulk_tank,0,0,1.9,1,11,6,2,0,1,1,0,1,1,0,not_applicable,2021,6,39,COVID19_severe,26,13,1,4,0,732.0,14.0,1,grid_reliable,5
1700,referral_hospital,O2_0147,urban,244,1,1,1,1,LOX_bulk_tank,0,0,3.9,1,13,6,0,0,1,1,1,0,0,8,concentrator_malfunction,2022,3,30,pneumonia_adult,0,30,0,11,7,849.0,5.0,1,generator_only,0
1701,referral_hospital,O2_0111,urban,251,1,1,1,1,LOX_bulk_tank,0,0,1.8,1,3,3,0,0,1,0,0,1,0,0,not_applicable,2024,2,40,pneumonia_adult,32,8,1,4,0,799.0,57.0,1,grid_unreliable,3
1702,referral_hospital,O2_0116,urban,276,1,1,1,1,oxygen_concentrator,6,4,2.5,1,8,3,5,0,1,0,0,0,0,13,power_outage,2024,11,49,pneumonia_adult,0,49,0,16,14,772.0,3.0,1,grid_reliable,0
1703,referral_hospital,O2_0176,rural,203,1,1,1,1,cylinder_portable,0,0,1.3,1,8,5,6,0,1,1,1,0,0,19,power_outage,2021,8,50,COPD_exacerbation,0,50,0,15,19,525.0,6.0,1,solar,6
1704,referral_hospital,O2_0085,peri_urban,276,1,1,1,1,LOX_bulk_tank,0,0,0.8,1,12,3,7,0,1,1,0,1,1,0,not_applicable,2022,5,40,COPD_exacerbation,26,14,1,4,0,948.0,31.0,1,grid_unreliable,3
1705,referral_hospital,O2_0036,rural,246,1,1,1,1,cylinder_piped,0,0,3.0,1,6,3,1,0,1,0,0,1,1,0,not_applicable,2022,9,42,neonatal_respiratory,36,6,1,4,0,660.0,2.0,1,grid_unreliable,3
1706,referral_hospital,O2_0183,urban,192,1,1,1,1,LOX_bulk_tank,0,0,5.1,1,14,3,0,0,1,1,1,1,1,0,not_applicable,2024,11,46,sepsis,31,15,0,5,0,857.0,9.0,1,solar,3
1707,referral_hospital,O2_0137,urban,223,1,1,1,1,LOX_bulk_tank,0,0,10.8,1,11,9,3,0,1,1,0,1,0,0,not_applicable,2023,9,32,sepsis,22,10,0,5,0,652.0,18.0,1,grid_unreliable,3
1708,referral_hospital,O2_0169,peri_urban,286,1,1,1,1,cylinder_piped,0,0,12.8,1,8,7,4,0,1,1,1,1,1,0,not_applicable,2021,6,40,COPD_exacerbation,21,19,1,9,0,716.0,8.0,0,grid_reliable,1
1709,referral_hospital,O2_0053,rural,297,1,1,1,1,LOX_bulk_tank,5,1,0.0,1,9,5,0,0,1,1,0,1,0,0,not_applicable,2022,9,36,COPD_exacerbation,23,13,1,10,0,703.0,1.0,1,grid_unreliable,6
1710,referral_hospital,O2_0077,urban,196,1,1,1,1,cylinder_portable,0,0,4.5,1,8,4,12,0,1,1,1,0,0,2,supplier_stockout,2024,12,47,trauma,0,47,0,17,13,656.0,12.0,1,generator_only,0
1711,referral_hospital,O2_0008,rural,213,1,1,1,1,cylinder_piped,0,0,3.5,1,10,6,1,0,1,1,0,1,1,0,not_applicable,2024,8,41,asthma_severe,26,15,1,6,0,919.0,1.0,1,grid_unreliable,2
1712,referral_hospital,O2_0089,peri_urban,238,1,1,1,1,cylinder_piped,0,0,1.5,1,10,4,1,0,1,1,1,0,0,1,demand_surge,2021,12,33,neonatal_respiratory,0,33,0,15,5,776.0,32.0,1,grid_unreliable,8
1713,referral_hospital,O2_0066,urban,244,1,1,1,1,LOX_bulk_tank,0,0,1.7,1,2,4,2,0,1,1,1,1,1,0,not_applicable,2023,9,40,COVID19_severe,23,17,1,10,0,858.0,3.0,1,grid_reliable,5
1714,referral_hospital,O2_0005,urban,284,1,1,1,1,PSA_plant_onsite,0,0,5.5,1,12,8,0,0,1,1,1,1,0,0,not_applicable,2022,12,48,sepsis,26,22,1,10,0,663.0,4.0,1,grid_reliable,1
1715,referral_hospital,O2_0049,urban,238,1,1,1,1,LOX_bulk_tank,0,0,0.3,1,12,4,7,0,1,1,1,1,0,0,not_applicable,2024,7,36,COPD_exacerbation,33,3,1,1,0,938.0,6.0,1,grid_unreliable,5
1716,referral_hospital,O2_0024,rural,285,1,1,1,1,cylinder_piped,0,0,10.3,1,15,4,7,0,1,1,0,1,1,0,not_applicable,2023,9,38,severe_malaria,30,8,1,4,0,851.0,5.0,1,grid_unreliable,5
1717,referral_hospital,O2_0080,peri_urban,335,1,1,1,1,cylinder_piped,5,2,0.7,1,13,10,9,0,1,0,0,1,1,0,not_applicable,2023,2,41,COVID19_severe,23,18,1,6,0,1033.0,5.0,0,solar,3
1718,referral_hospital,O2_0132,rural,232,1,1,1,1,LOX_bulk_tank,0,0,4.8,1,14,5,0,0,1,1,1,1,0,0,not_applicable,2021,4,39,pneumonia_adult,34,5,1,1,0,715.0,7.0,1,grid_reliable,8
1719,referral_hospital,O2_0170,urban,228,1,1,1,1,oxygen_concentrator,7,6,0.5,1,10,5,9,0,1,1,0,1,1,0,not_applicable,2022,4,44,pneumonia_child,42,2,1,0,0,607.0,10.0,1,grid_unreliable,6
1720,referral_hospital,O2_0030,urban,289,1,1,1,1,cylinder_piped,0,0,1.2,1,11,7,5,0,1,1,0,1,1,0,not_applicable,2023,8,37,neonatal_respiratory,22,15,1,5,0,833.0,32.0,1,grid_reliable,17
1721,referral_hospital,O2_0093,urban,270,1,1,1,1,cylinder_piped,0,0,0.6,1,16,4,7,0,1,1,1,1,1,0,not_applicable,2022,5,45,surgical_anaesthesia,40,5,1,3,0,898.0,29.0,1,generator_only,1
1722,referral_hospital,O2_0087,peri_urban,214,1,1,1,1,oxygen_concentrator,0,0,6.6,1,6,5,9,0,1,0,0,1,0,0,not_applicable,2022,5,37,pneumonia_child,26,11,1,4,0,856.0,3.0,1,generator_only,3
1723,referral_hospital,O2_0184,urban,260,1,1,1,1,PSA_plant_onsite,0,0,14.0,1,8,3,2,1,1,1,1,1,1,1,demand_surge,2024,10,34,pneumonia_adult,25,9,0,3,0,945.0,2.0,1,grid_reliable,1
1724,referral_hospital,O2_0131,urban,224,1,1,1,1,cylinder_piped,0,0,0.6,1,11,6,6,0,1,1,1,1,1,2,cylinder_delivery_delay,2022,8,42,COPD_exacerbation,31,11,0,3,0,900.0,15.0,0,generator_only,1
1725,referral_hospital,O2_0001,peri_urban,262,1,1,1,1,PSA_plant_onsite,0,0,4.8,1,12,6,0,1,1,1,1,1,1,0,not_applicable,2023,10,41,asthma_severe,39,2,1,1,0,936.0,5.0,0,grid_unreliable,1
1726,referral_hospital,O2_0059,urban,274,1,1,1,1,cylinder_piped,0,0,0.5,1,9,1,7,0,1,0,0,1,1,0,not_applicable,2022,5,47,COVID19_severe,37,10,1,5,0,919.0,6.0,1,grid_reliable,9
1727,referral_hospital,O2_0088,rural,246,1,1,1,1,PSA_plant_onsite,0,0,1.1,1,16,3,0,0,1,1,1,1,1,0,not_applicable,2021,7,46,COPD_exacerbation,30,16,1,8,0,698.0,2.0,1,grid_reliable,2
1728,referral_hospital,O2_0139,peri_urban,227,1,1,1,1,cylinder_piped,0,0,7.0,1,10,5,5,0,1,1,1,0,0,1,no_oxygen_source,2022,8,32,neonatal_respiratory,0,32,0,7,0,636.0,4.0,1,generator_only,5
1729,referral_hospital,O2_0098,peri_urban,287,1,1,1,1,LOX_bulk_tank,0,0,8.6,1,9,0,8,0,1,1,1,1,1,0,not_applicable,2022,1,38,pneumonia_child,17,21,1,8,0,739.0,11.0,1,generator_only,2
1730,referral_hospital,O2_0046,urban,212,1,1,1,1,oxygen_concentrator,3,1,1.0,1,6,5,13,0,1,0,0,1,1,0,not_applicable,2022,1,40,COVID19_severe,30,10,1,3,0,951.0,33.0,1,grid_reliable,6
1731,referral_hospital,O2_0096,rural,229,1,1,1,1,LOX_bulk_tank,0,0,4.8,1,10,4,2,0,1,1,0,1,1,0,not_applicable,2021,6,44,other_hypoxemia,29,15,1,6,0,650.0,27.0,1,grid_reliable,6
1732,referral_hospital,O2_0120,peri_urban,289,1,1,1,1,LOX_bulk_tank,2,1,4.9,1,9,9,28,0,1,1,1,1,1,0,not_applicable,2023,9,52,other_hypoxemia,37,15,1,4,0,755.0,15.0,1,grid_reliable,4
1733,referral_hospital,O2_0160,urban,244,1,1,1,1,LOX_bulk_tank,0,0,0.5,1,10,10,8,0,1,1,1,1,1,0,not_applicable,2022,7,52,severe_malaria,49,3,0,1,0,582.0,2.0,1,grid_reliable,5
1734,referral_hospital,O2_0042,peri_urban,261,1,1,1,1,LOX_bulk_tank,0,0,5.1,1,16,5,9,0,1,1,1,1,1,0,not_applicable,2024,6,42,pneumonia_child,35,7,1,0,0,1047.0,8.0,0,grid_reliable,4
1735,referral_hospital,O2_0116,rural,224,1,1,1,1,LOX_bulk_tank,0,0,0.9,1,8,7,2,0,1,1,1,1,1,0,not_applicable,2024,11,46,pneumonia_child,37,9,1,2,0,1029.0,3.0,1,grid_reliable,0
1736,referral_hospital,O2_0009,urban,232,1,1,1,1,LOX_bulk_tank,0,0,2.9,1,8,7,2,0,1,1,1,0,0,17,regulator_valve_failure,2022,1,38,pneumonia_adult,0,38,0,12,15,856.0,55.0,1,grid_reliable,0
1737,referral_hospital,O2_0184,urban,229,1,1,1,1,LOX_bulk_tank,0,0,9.6,1,7,6,5,0,1,1,1,1,1,6,demand_surge,2024,8,52,severe_malaria,51,1,1,1,0,605.0,6.0,1,none,0
1738,referral_hospital,O2_0025,urban,289,1,1,1,1,oxygen_concentrator,8,6,1.6,1,10,4,3,0,1,0,0,1,0,1,supplier_stockout,2022,4,53,other_hypoxemia,36,17,1,7,0,820.0,28.0,1,grid_reliable,6
1739,referral_hospital,O2_0055,urban,248,1,1,1,1,oxygen_concentrator,6,4,0.6,1,9,5,7,0,1,1,0,0,0,3,piping_system_leak,2022,8,41,neonatal_respiratory,0,41,0,17,15,956.0,12.0,1,grid_unreliable,1
1740,referral_hospital,O2_0026,urban,288,1,1,1,1,LOX_bulk_tank,0,0,0.3,1,3,6,2,0,1,1,1,0,0,22,regulator_valve_failure,2024,4,42,pneumonia_child,0,42,0,13,16,886.0,12.0,1,generator_only,1
1741,referral_hospital,O2_0130,urban,234,1,1,1,1,LOX_bulk_tank,0,0,7.0,1,10,8,2,0,1,1,1,1,1,0,not_applicable,2023,9,29,COPD_exacerbation,22,7,1,4,0,696.0,1.0,0,generator_only,18
1742,referral_hospital,O2_0189,peri_urban,206,1,1,1,1,PSA_plant_onsite,2,1,0.2,1,7,5,7,0,1,1,0,1,1,0,not_applicable,2023,12,48,heart_failure,37,11,1,4,0,841.0,30.0,1,grid_unreliable,0
1743,referral_hospital,O2_0110,peri_urban,239,1,1,1,1,PSA_plant_onsite,3,2,2.0,1,12,5,5,0,1,1,1,1,0,0,not_applicable,2024,10,34,pneumonia_adult,29,5,1,4,0,510.0,3.0,1,solar,5
1744,referral_hospital,O2_0126,rural,296,1,1,1,1,LOX_bulk_tank,0,0,3.5,1,8,7,2,0,1,1,1,1,1,0,not_applicable,2024,3,43,heart_failure,37,6,1,2,0,547.0,9.0,1,grid_unreliable,5
1745,referral_hospital,O2_0107,urban,281,1,1,1,1,oxygen_concentrator,7,5,2.1,1,16,3,3,0,1,1,1,0,0,8,piping_system_leak,2022,9,49,asthma_severe,0,49,0,17,11,802.0,7.0,1,grid_reliable,1
1746,referral_hospital,O2_0086,urban,230,1,1,1,1,PSA_plant_onsite,5,3,15.2,1,8,8,5,0,1,1,1,1,1,0,not_applicable,2021,1,43,COVID19_severe,28,15,1,5,0,1051.0,10.0,1,generator_only,0
1747,referral_hospital,O2_0089,urban,220,1,1,1,1,PSA_plant_onsite,0,0,7.3,1,7,3,5,1,1,1,1,1,1,1,cylinder_delivery_delay,2023,11,44,COVID19_severe,32,12,1,6,0,821.0,17.0,1,grid_reliable,5
1748,referral_hospital,O2_0173,peri_urban,295,1,1,1,1,oxygen_concentrator,3,1,1.3,1,11,1,4,0,1,1,1,1,1,0,not_applicable,2024,12,35,severe_malaria,24,11,1,4,0,784.0,14.0,1,grid_reliable,4
1749,referral_hospital,O2_0099,urban,249,1,1,1,1,PSA_plant_onsite,0,0,0.8,1,15,6,4,0,1,1,1,1,1,0,not_applicable,2024,2,66,pneumonia_adult,60,6,0,1,0,716.0,2.0,1,grid_reliable,7
1750,referral_hospital,O2_0118,rural,202,1,1,1,1,cylinder_piped,0,0,0.2,1,6,2,0,0,1,1,1,1,0,0,not_applicable,2022,7,47,COPD_exacerbation,37,10,1,5,0,806.0,12.0,1,generator_only,7
1751,referral_hospital,O2_0033,urban,215,1,1,1,1,PSA_plant_onsite,2,1,1.7,1,16,6,1,1,1,1,1,0,0,11,PSA_plant_breakdown,2021,12,55,severe_malaria,0,55,0,21,6,544.0,18.0,1,grid_unreliable,13
1752,referral_hospital,O2_0158,peri_urban,300,1,1,1,1,cylinder_piped,0,0,3.5,1,8,3,1,0,1,1,1,1,1,0,not_applicable,2021,3,42,severe_malaria,29,13,0,2,0,553.0,19.0,0,none,1
1753,referral_hospital,O2_0089,peri_urban,283,1,1,1,1,LOX_bulk_tank,0,0,6.5,1,8,4,1,0,1,1,1,1,1,0,not_applicable,2024,3,36,neonatal_respiratory,29,7,1,1,0,854.0,40.0,1,grid_unreliable,3
1754,referral_hospital,O2_0035,rural,146,1,1,1,1,cylinder_piped,0,0,0.8,1,14,5,1,0,1,1,1,1,1,0,not_applicable,2024,12,35,pneumonia_child,26,9,1,6,0,681.0,3.0,1,grid_unreliable,0
1755,referral_hospital,O2_0137,urban,285,1,1,1,1,oxygen_concentrator,6,2,2.7,1,14,4,1,0,1,1,0,1,1,0,not_applicable,2024,2,38,severe_malaria,31,7,0,1,0,917.0,10.0,1,generator_only,15
1756,referral_hospital,O2_0015,urban,196,1,1,1,1,cylinder_piped,0,0,2.1,1,13,6,2,0,1,1,1,1,1,0,not_applicable,2023,11,37,heart_failure,30,7,1,3,0,844.0,3.0,0,grid_reliable,7
1757,referral_hospital,O2_0021,urban,262,1,1,1,1,oxygen_concentrator,4,3,1.5,1,5,5,1,0,1,1,1,1,1,0,not_applicable,2023,2,43,pneumonia_adult,42,1,0,1,0,670.0,6.0,1,solar,11
1758,referral_hospital,O2_0041,urban,317,1,1,1,1,LOX_bulk_tank,0,0,8.1,1,11,5,29,0,1,1,0,1,1,5,concentrator_malfunction,2022,1,37,surgical_anaesthesia,35,2,1,0,0,934.0,14.0,1,grid_reliable,2
1759,referral_hospital,O2_0144,urban,283,1,1,1,1,cylinder_portable,0,0,0.2,1,16,2,0,0,1,1,1,1,1,0,not_applicable,2022,4,36,COVID19_severe,25,11,0,5,0,667.0,22.0,1,none,0
1760,referral_hospital,O2_0070,peri_urban,313,1,1,1,1,LOX_bulk_tank,0,0,0.8,1,8,3,12,0,1,1,0,0,0,4,PSA_plant_breakdown,2021,6,38,neonatal_respiratory,0,38,0,13,7,854.0,17.0,1,grid_unreliable,14
1761,referral_hospital,O2_0124,urban,255,1,1,1,1,cylinder_piped,0,0,5.1,1,17,2,11,0,1,1,1,1,0,0,not_applicable,2022,4,37,COPD_exacerbation,30,7,1,2,0,800.0,2.0,1,grid_unreliable,0
1762,referral_hospital,O2_0025,peri_urban,238,1,1,1,1,oxygen_concentrator,6,3,7.4,1,13,7,0,0,1,0,0,1,1,3,cylinder_delivery_delay,2023,5,46,neonatal_respiratory,35,11,1,3,0,611.0,16.0,1,grid_unreliable,6
1763,referral_hospital,O2_0014,peri_urban,297,1,1,1,1,PSA_plant_onsite,0,0,1.3,1,11,4,5,1,1,1,1,0,0,3,PSA_plant_breakdown,2024,12,44,other_hypoxemia,0,44,0,14,18,829.0,47.0,1,solar,3
1764,referral_hospital,O2_0065,rural,262,1,1,1,1,LOX_bulk_tank,0,0,3.4,1,12,3,1,0,1,1,1,1,1,0,not_applicable,2021,8,47,severe_malaria,47,0,1,0,0,977.0,0.0,1,grid_reliable,1
1765,referral_hospital,O2_0121,urban,268,1,1,1,1,cylinder_portable,0,0,0.9,1,14,4,1,0,1,0,0,1,1,0,not_applicable,2021,6,42,trauma,27,15,1,3,0,719.0,18.0,1,grid_reliable,3
1766,referral_hospital,O2_0172,rural,351,1,1,1,1,PSA_plant_onsite,3,2,4.0,1,8,2,1,0,1,1,0,0,0,4,piping_system_leak,2022,6,36,surgical_anaesthesia,0,36,0,12,0,901.0,8.0,1,grid_reliable,2
1767,referral_hospital,O2_0047,peri_urban,244,1,1,1,1,cylinder_piped,0,0,1.2,1,11,5,1,0,1,0,0,1,1,0,not_applicable,2023,3,43,asthma_severe,26,17,0,11,0,761.0,10.0,1,grid_unreliable,12
1768,referral_hospital,O2_0141,urban,241,1,1,1,1,LOX_bulk_tank,0,0,1.2,1,13,4,4,0,1,1,0,1,0,0,not_applicable,2022,2,34,surgical_anaesthesia,25,9,1,2,0,915.0,14.0,1,grid_reliable,9
1769,referral_hospital,O2_0002,urban,311,1,1,1,1,cylinder_piped,0,0,6.2,1,5,1,0,0,1,0,0,1,1,0,not_applicable,2022,3,42,COVID19_severe,21,21,0,6,0,564.0,0.0,1,generator_only,1
1770,referral_hospital,O2_0169,peri_urban,228,1,1,1,1,PSA_plant_onsite,3,2,0.1,1,8,2,0,0,1,1,0,1,0,0,not_applicable,2023,4,34,pneumonia_child,34,0,1,0,0,752.0,3.0,1,generator_only,7
1771,referral_hospital,O2_0189,urban,329,1,1,1,1,oxygen_concentrator,4,3,1.7,1,4,3,12,0,1,1,1,0,0,2,cylinder_delivery_delay,2023,9,41,surgical_anaesthesia,0,41,0,18,12,912.0,13.0,0,grid_unreliable,13
1772,referral_hospital,O2_0114,urban,246,1,1,1,1,oxygen_concentrator,2,1,2.0,1,10,9,17,0,1,1,1,1,1,0,not_applicable,2021,10,39,surgical_anaesthesia,26,13,1,4,0,623.0,25.0,1,grid_reliable,0
1773,referral_hospital,O2_0107,urban,300,1,1,1,1,cylinder_piped,4,1,0.5,1,7,8,15,0,1,0,0,0,0,30,PSA_plant_breakdown,2022,3,38,trauma,0,38,0,16,6,870.0,49.0,1,generator_only,16
1774,referral_hospital,O2_0108,urban,283,1,1,1,1,LOX_bulk_tank,0,0,0.8,1,8,3,34,0,1,1,1,1,0,5,concentrator_malfunction,2023,10,38,asthma_severe,35,3,0,2,0,773.0,1.0,1,grid_reliable,1
1775,referral_hospital,O2_0141,urban,216,1,1,1,1,PSA_plant_onsite,0,0,4.4,1,6,6,3,1,1,1,0,1,1,0,not_applicable,2021,2,29,trauma,27,2,1,2,0,937.0,5.0,1,generator_only,0
1776,referral_hospital,O2_0169,urban,260,1,1,1,1,oxygen_concentrator,4,4,5.3,1,11,5,9,0,1,1,1,1,0,0,not_applicable,2021,6,24,pneumonia_child,19,5,1,1,0,904.0,17.0,1,solar,7
1777,referral_hospital,O2_0157,urban,230,1,1,1,1,LOX_bulk_tank,0,0,0.7,1,13,5,1,0,1,1,1,1,1,0,not_applicable,2023,6,41,COVID19_severe,30,11,0,4,0,952.0,8.0,1,grid_reliable,7
1778,referral_hospital,O2_0178,urban,256,1,1,1,1,PSA_plant_onsite,0,0,0.2,1,8,4,4,1,1,1,0,0,0,4,piping_system_leak,2023,10,36,asthma_severe,0,36,0,16,20,719.0,8.0,0,none,1
1779,referral_hospital,O2_0133,peri_urban,215,1,1,1,1,PSA_plant_onsite,0,0,0.4,1,6,6,5,0,1,1,0,1,1,0,not_applicable,2024,1,43,COVID19_severe,33,10,1,3,0,575.0,37.0,1,generator_only,19
1780,referral_hospital,O2_0004,urban,352,1,1,1,1,LOX_bulk_tank,0,0,0.8,1,14,4,10,0,1,1,0,1,1,0,not_applicable,2021,3,28,trauma,20,8,0,3,0,773.0,5.0,1,grid_reliable,1
1781,referral_hospital,O2_0065,peri_urban,309,1,1,1,1,oxygen_concentrator,6,5,1.3,1,13,3,0,0,1,1,1,1,1,0,not_applicable,2022,2,56,severe_malaria,30,26,1,8,0,795.0,6.0,1,grid_reliable,2
1782,referral_hospital,O2_0193,urban,349,1,1,1,1,oxygen_concentrator,4,2,1.1,1,12,4,3,0,1,1,0,0,0,1,power_outage,2022,5,52,pneumonia_child,0,52,0,17,22,875.0,6.0,1,solar,6
1783,referral_hospital,O2_0112,peri_urban,152,1,1,1,1,cylinder_portable,0,0,0.4,1,12,6,0,0,1,0,0,1,1,0,not_applicable,2024,4,39,severe_malaria,35,4,1,0,0,610.0,26.0,1,generator_only,0
1784,referral_hospital,O2_0146,peri_urban,154,1,1,1,1,LOX_bulk_tank,0,0,3.0,1,2,5,1,0,1,0,0,0,0,3,demand_surge,2022,7,37,pneumonia_child,0,37,0,13,16,1176.0,15.0,0,solar,4
1785,referral_hospital,O2_0092,peri_urban,283,1,1,1,1,oxygen_concentrator,8,4,0.2,1,12,0,0,0,1,1,1,1,0,0,not_applicable,2023,10,28,surgical_anaesthesia,12,16,1,6,0,1020.0,1.0,0,grid_unreliable,0
1786,referral_hospital,O2_0045,rural,228,1,1,1,1,cylinder_piped,0,0,2.9,1,9,6,1,0,1,1,0,0,0,30,demand_surge,2024,1,52,heart_failure,0,52,0,16,16,735.0,35.0,1,grid_reliable,0
1787,referral_hospital,O2_0048,rural,259,1,1,1,1,LOX_bulk_tank,5,4,1.2,1,7,4,1,0,1,1,1,1,0,0,not_applicable,2022,12,32,neonatal_respiratory,24,8,1,5,0,887.0,2.0,1,grid_unreliable,0
1788,referral_hospital,O2_0103,urban,288,1,1,1,1,cylinder_portable,0,0,2.7,1,14,9,4,0,1,1,1,1,1,1,cylinder_delivery_delay,2024,4,48,pneumonia_child,39,9,1,6,0,693.0,9.0,1,grid_reliable,16
1789,referral_hospital,O2_0045,rural,246,1,1,1,1,cylinder_piped,0,0,1.4,1,18,6,2,0,1,1,1,1,1,0,not_applicable,2021,4,32,COPD_exacerbation,27,5,1,1,0,937.0,6.0,1,grid_unreliable,5
1790,referral_hospital,O2_0100,urban,267,1,1,1,1,cylinder_portable,0,0,3.1,1,8,5,16,0,1,1,0,1,1,0,not_applicable,2022,3,51,neonatal_respiratory,40,11,1,2,0,994.0,11.0,1,grid_unreliable,5
1791,referral_hospital,O2_0088,urban,173,1,1,1,1,oxygen_concentrator,6,4,2.6,1,10,7,24,0,1,1,0,1,1,0,not_applicable,2023,2,36,pneumonia_adult,34,2,1,0,0,890.0,12.0,1,grid_unreliable,6
1792,referral_hospital,O2_0044,urban,201,1,1,1,1,cylinder_portable,0,0,3.9,1,13,7,1,0,1,1,1,0,0,10,no_oxygen_source,2023,7,46,pneumonia_child,0,46,0,15,4,674.0,13.0,1,grid_reliable,5
1793,referral_hospital,O2_0071,urban,302,1,1,1,1,PSA_plant_onsite,0,0,0.3,1,4,4,2,1,1,1,1,0,0,21,piping_system_leak,2024,7,43,severe_malaria,0,43,0,12,9,680.0,3.0,1,grid_reliable,3
1794,referral_hospital,O2_0177,peri_urban,242,1,1,1,1,LOX_bulk_tank,0,0,1.9,1,11,7,0,0,1,1,1,1,1,0,not_applicable,2024,5,36,COVID19_severe,30,6,1,1,0,829.0,8.0,1,grid_unreliable,4
1795,referral_hospital,O2_0104,urban,266,1,1,1,1,oxygen_concentrator,4,1,1.8,1,10,10,2,0,1,1,1,1,1,4,cylinder_delivery_delay,2022,1,52,neonatal_respiratory,32,20,1,6,0,1005.0,2.0,0,generator_only,0
1796,referral_hospital,O2_0046,urban,228,1,1,1,1,oxygen_concentrator,6,5,1.1,1,11,6,2,0,1,1,0,0,0,1,concentrator_malfunction,2024,3,43,pneumonia_adult,0,43,0,13,26,900.0,12.0,1,solar,7
1797,referral_hospital,O2_0149,rural,144,1,1,1,1,LOX_bulk_tank,5,3,10.8,1,9,5,0,0,1,1,0,1,1,1,demand_surge,2023,2,37,COPD_exacerbation,37,0,0,0,0,933.0,26.0,1,solar,7
1798,referral_hospital,O2_0185,urban,194,1,1,1,1,cylinder_piped,0,0,1.5,1,6,4,1,0,1,0,0,1,1,0,not_applicable,2024,1,45,pneumonia_adult,31,14,1,4,0,703.0,5.0,1,grid_reliable,0
1799,referral_hospital,O2_0047,rural,346,1,1,1,1,oxygen_concentrator,4,3,0.4,1,12,8,5,0,1,1,1,1,1,4,PSA_plant_breakdown,2024,8,44,neonatal_respiratory,31,13,0,6,0,922.0,4.0,1,generator_only,5
1800,referral_hospital,O2_0039,peri_urban,239,1,1,1,1,cylinder_piped,0,0,8.0,1,13,4,1,0,1,1,1,1,0,0,not_applicable,2024,6,32,pneumonia_adult,27,5,1,1,0,760.0,23.0,1,grid_reliable,8
1801,referral_hospital,O2_0125,urban,225,1,1,1,1,oxygen_concentrator,4,3,9.1,1,11,5,2,0,1,1,0,1,1,1,supplier_stockout,2021,6,51,pneumonia_child,40,11,1,2,0,687.0,4.0,0,grid_reliable,10
1802,referral_hospital,O2_0060,peri_urban,231,1,1,1,1,PSA_plant_onsite,5,4,1.3,1,10,10,5,1,1,1,0,0,0,13,concentrator_malfunction,2024,6,48,pneumonia_adult,0,48,0,13,4,936.0,1.0,1,generator_only,2
1803,referral_hospital,O2_0143,urban,289,1,1,1,1,cylinder_portable,0,0,4.2,1,7,7,1,0,1,1,1,1,1,0,not_applicable,2023,2,38,heart_failure,23,15,1,6,0,749.0,7.0,1,grid_unreliable,1
1804,referral_hospital,O2_0150,urban,276,1,1,1,1,PSA_plant_onsite,0,0,2.3,1,15,7,0,1,1,1,0,1,1,0,not_applicable,2021,12,51,sepsis,27,24,1,10,0,646.0,4.0,1,grid_reliable,1
1805,referral_hospital,O2_0168,urban,216,1,1,1,1,cylinder_piped,0,0,0.1,1,10,3,5,0,1,1,0,1,1,0,not_applicable,2023,9,40,asthma_severe,33,7,1,2,0,970.0,1.0,0,none,6
1806,referral_hospital,O2_0171,urban,263,1,1,1,1,oxygen_concentrator,7,6,4.3,1,7,7,8,0,1,1,1,1,1,0,not_applicable,2023,4,44,COVID19_severe,36,8,1,3,0,1023.0,55.0,0,grid_reliable,2
1807,referral_hospital,O2_0092,urban,295,1,1,1,1,LOX_bulk_tank,0,0,0.9,1,8,8,17,0,1,1,1,0,0,4,concentrator_malfunction,2024,12,45,pneumonia_adult,0,45,0,19,7,712.0,8.0,1,grid_reliable,2
1808,referral_hospital,O2_0191,rural,300,1,1,1,1,PSA_plant_onsite,0,0,8.9,1,11,6,0,1,1,0,0,0,0,1,concentrator_malfunction,2024,6,41,pneumonia_adult,0,41,0,11,6,678.0,14.0,1,grid_unreliable,10
1809,referral_hospital,O2_0156,urban,272,1,1,1,1,LOX_bulk_tank,0,0,0.6,1,9,4,0,0,1,1,1,1,1,0,not_applicable,2023,11,39,neonatal_respiratory,35,4,1,0,0,825.0,4.0,1,solar,0
1810,referral_hospital,O2_0182,rural,297,1,1,1,1,cylinder_piped,0,0,7.7,1,9,2,10,0,1,1,1,1,1,0,not_applicable,2021,3,37,pneumonia_child,29,8,0,1,0,1022.0,1.0,0,none,2
1811,referral_hospital,O2_0062,urban,199,1,1,1,1,PSA_plant_onsite,6,3,4.1,1,11,7,11,0,1,1,0,1,1,0,not_applicable,2024,12,39,COPD_exacerbation,34,5,1,4,0,902.0,5.0,1,grid_unreliable,1
1812,referral_hospital,O2_0057,urban,161,1,1,1,1,LOX_bulk_tank,0,0,1.0,1,12,11,2,0,1,1,1,1,0,4,power_outage,2024,1,42,COPD_exacerbation,20,22,1,9,0,790.0,2.0,1,grid_reliable,0
1813,referral_hospital,O2_0179,rural,267,1,1,1,1,PSA_plant_onsite,0,0,2.7,1,10,3,13,1,1,0,0,1,1,0,not_applicable,2022,3,44,heart_failure,33,11,0,1,0,1036.0,40.0,1,none,14
1814,referral_hospital,O2_0112,peri_urban,298,1,1,1,1,cylinder_piped,4,3,3.5,1,8,4,8,0,1,1,0,1,1,11,piping_system_leak,2021,5,55,pneumonia_child,43,12,1,6,0,840.0,13.0,1,generator_only,4
1815,referral_hospital,O2_0115,rural,249,1,1,1,1,cylinder_portable,0,0,4.8,1,13,4,0,0,1,1,1,1,1,0,not_applicable,2023,6,25,surgical_anaesthesia,14,11,1,4,0,933.0,2.0,1,grid_reliable,38
1816,referral_hospital,O2_0041,peri_urban,290,1,1,1,1,LOX_bulk_tank,0,0,3.2,1,7,8,5,0,1,1,0,0,0,9,PSA_plant_breakdown,2024,7,45,COVID19_severe,0,45,0,19,10,802.0,21.0,1,none,4
1817,referral_hospital,O2_0007,peri_urban,232,1,1,1,1,PSA_plant_onsite,0,0,4.4,1,13,2,2,1,1,1,1,1,0,0,not_applicable,2024,9,35,asthma_severe,26,9,1,1,0,836.0,4.0,0,generator_only,4
1818,referral_hospital,O2_0114,urban,267,1,1,1,1,LOX_bulk_tank,0,0,1.0,1,11,5,1,0,1,1,1,0,0,24,power_outage,2024,10,37,heart_failure,0,37,0,13,6,749.0,6.0,1,grid_unreliable,1
1819,referral_hospital,O2_0072,peri_urban,293,1,1,1,1,LOX_bulk_tank,10,6,2.9,1,10,7,6,0,1,1,1,1,1,0,not_applicable,2024,11,42,asthma_severe,40,2,0,1,0,863.0,26.0,1,none,4
1820,referral_hospital,O2_0189,urban,257,1,1,1,1,LOX_bulk_tank,0,0,7.8,1,8,4,1,0,1,1,1,0,0,8,empty_cylinders_not_collected,2021,7,38,other_hypoxemia,0,38,0,17,29,640.0,18.0,0,grid_reliable,0
1821,referral_hospital,O2_0194,rural,204,1,1,1,1,PSA_plant_onsite,0,0,5.9,1,9,3,3,0,1,1,1,1,0,0,not_applicable,2023,6,40,surgical_anaesthesia,27,13,1,7,0,830.0,1.0,0,grid_unreliable,1
1822,referral_hospital,O2_0162,urban,256,1,1,1,1,LOX_bulk_tank,0,0,1.4,1,12,9,5,0,1,1,1,1,0,0,not_applicable,2022,6,37,surgical_anaesthesia,30,7,1,2,0,727.0,2.0,1,grid_unreliable,0
1823,referral_hospital,O2_0012,urban,258,1,1,1,1,PSA_plant_onsite,0,0,0.7,1,13,3,0,0,1,1,0,1,1,0,not_applicable,2024,9,34,heart_failure,27,7,1,4,0,858.0,13.0,1,grid_unreliable,1
1824,referral_hospital,O2_0154,urban,186,1,1,1,1,oxygen_concentrator,5,3,0.1,1,19,7,23,0,1,1,0,1,1,0,not_applicable,2022,10,33,surgical_anaesthesia,19,14,0,7,0,777.0,2.0,1,none,3
1825,referral_hospital,O2_0039,urban,240,1,1,1,1,oxygen_concentrator,5,4,4.7,1,10,4,7,0,1,1,1,1,1,15,PSA_plant_breakdown,2022,1,49,neonatal_respiratory,45,4,0,2,0,846.0,4.0,1,grid_reliable,1
1826,referral_hospital,O2_0032,peri_urban,220,1,1,1,1,oxygen_concentrator,5,1,2.7,1,10,6,4,0,1,1,1,1,1,0,not_applicable,2023,12,38,sepsis,21,17,1,8,0,749.0,3.0,1,grid_reliable,0
1827,referral_hospital,O2_0111,urban,239,1,1,1,1,PSA_plant_onsite,0,0,0.6,1,7,6,0,1,1,0,0,0,0,1,concentrator_malfunction,2022,4,42,other_hypoxemia,0,42,0,12,5,498.0,28.0,1,grid_reliable,4
1828,referral_hospital,O2_0068,peri_urban,264,1,1,1,1,PSA_plant_onsite,0,0,4.6,1,11,2,5,0,1,1,1,1,1,0,not_applicable,2022,7,56,trauma,53,3,1,2,0,928.0,14.0,1,grid_reliable,1
1829,referral_hospital,O2_0199,urban,243,1,1,1,1,PSA_plant_onsite,0,0,0.3,1,11,6,4,0,1,1,0,1,1,0,not_applicable,2024,10,38,sepsis,21,17,0,3,0,862.0,18.0,1,grid_reliable,3
1830,referral_hospital,O2_0185,urban,269,1,1,1,1,PSA_plant_onsite,4,3,6.1,1,17,7,10,0,1,1,1,0,0,17,concentrator_malfunction,2022,3,35,neonatal_respiratory,0,35,0,11,11,690.0,10.0,0,solar,1
1831,referral_hospital,O2_0160,rural,213,1,1,1,1,PSA_plant_onsite,0,0,3.7,1,9,5,4,0,1,1,1,1,1,5,PSA_plant_breakdown,2024,8,47,neonatal_respiratory,36,11,1,3,0,825.0,14.0,0,grid_reliable,4
1832,referral_hospital,O2_0122,urban,301,1,1,1,1,PSA_plant_onsite,0,0,0.3,1,10,6,4,0,1,1,1,1,0,0,not_applicable,2023,5,57,COVID19_severe,54,3,1,1,0,701.0,14.0,0,grid_unreliable,3
1833,referral_hospital,O2_0195,rural,221,1,1,1,1,oxygen_concentrator,3,2,2.2,1,12,7,10,0,1,1,0,1,1,0,not_applicable,2024,2,29,heart_failure,28,1,1,1,0,988.0,18.0,1,generator_only,5
1834,referral_hospital,O2_0156,rural,212,1,1,1,1,oxygen_concentrator,3,2,5.5,1,15,4,20,0,1,1,1,1,1,0,not_applicable,2023,6,34,trauma,31,3,0,1,0,1047.0,14.0,0,grid_reliable,1
1835,referral_hospital,O2_0163,urban,252,1,1,1,1,cylinder_piped,0,0,7.3,1,4,8,8,0,1,1,1,1,1,0,not_applicable,2024,11,37,surgical_anaesthesia,37,0,0,0,0,733.0,7.0,1,grid_reliable,3
1836,referral_hospital,O2_0061,urban,294,1,1,1,1,cylinder_piped,0,0,1.2,1,9,10,4,0,1,1,1,1,1,0,not_applicable,2023,7,46,pneumonia_adult,46,0,1,0,0,856.0,36.0,1,grid_unreliable,13
1837,referral_hospital,O2_0134,urban,195,1,1,1,1,cylinder_piped,0,0,2.8,1,12,4,0,0,1,1,1,1,1,0,not_applicable,2024,6,39,pneumonia_child,37,2,1,0,0,886.0,16.0,1,generator_only,1
1838,referral_hospital,O2_0178,urban,252,1,1,1,1,LOX_bulk_tank,0,0,1.2,1,17,0,6,0,1,1,1,1,1,0,not_applicable,2022,6,33,COPD_exacerbation,21,12,1,3,0,945.0,21.0,1,grid_reliable,6
1839,referral_hospital,O2_0066,urban,274,1,1,1,1,PSA_plant_onsite,0,0,2.8,1,9,8,0,0,1,1,1,1,1,0,not_applicable,2023,5,33,other_hypoxemia,23,10,1,6,0,775.0,15.0,1,grid_unreliable,5
1840,referral_hospital,O2_0197,urban,201,1,1,1,1,oxygen_concentrator,4,3,0.5,1,13,5,0,0,1,0,0,1,1,0,not_applicable,2022,10,31,heart_failure,26,5,0,0,0,925.0,7.0,1,grid_reliable,4
1841,referral_hospital,O2_0123,urban,253,1,1,1,1,LOX_bulk_tank,0,0,5.9,1,8,7,6,0,1,0,0,1,0,0,not_applicable,2024,5,36,sepsis,29,7,0,1,0,1101.0,22.0,0,grid_unreliable,6
1842,referral_hospital,O2_0056,urban,147,1,1,1,1,oxygen_concentrator,3,3,5.2,1,9,2,7,0,1,1,1,1,1,0,not_applicable,2022,4,41,pneumonia_child,29,12,1,5,0,558.0,0.0,1,grid_reliable,7
1843,referral_hospital,O2_0075,urban,243,1,1,1,1,PSA_plant_onsite,0,0,2.1,1,10,4,0,1,1,1,1,1,1,12,concentrator_malfunction,2023,4,36,COPD_exacerbation,29,7,1,1,0,796.0,11.0,1,generator_only,1
1844,referral_hospital,O2_0141,urban,265,1,1,1,1,cylinder_piped,0,0,2.8,1,9,2,5,0,1,1,1,1,1,0,not_applicable,2022,2,41,COVID19_severe,33,8,1,4,0,940.0,7.0,1,grid_unreliable,1
1845,referral_hospital,O2_0088,peri_urban,195,1,1,1,1,oxygen_concentrator,4,3,4.5,1,11,7,9,0,1,1,1,1,1,3,demand_surge,2024,12,43,pneumonia_adult,31,12,1,8,0,536.0,32.0,1,none,3
1846,referral_hospital,O2_0093,rural,284,1,1,1,1,LOX_bulk_tank,0,0,3.7,1,5,5,0,0,1,1,1,1,1,0,not_applicable,2021,2,46,other_hypoxemia,39,7,1,2,0,693.0,14.0,1,grid_unreliable,0
1847,referral_hospital,O2_0022,urban,185,1,1,1,1,LOX_bulk_tank,0,0,1.2,1,9,2,29,0,1,1,1,1,1,0,not_applicable,2021,11,37,pneumonia_adult,26,11,1,4,0,326.0,36.0,1,grid_unreliable,3
1848,referral_hospital,O2_0016,peri_urban,280,1,1,1,1,cylinder_portable,0,0,0.7,1,8,6,1,0,1,1,1,1,1,0,not_applicable,2022,5,53,pneumonia_child,47,6,1,2,0,769.0,13.0,1,grid_reliable,1
1849,referral_hospital,O2_0163,urban,277,1,1,1,1,PSA_plant_onsite,0,0,0.1,1,14,8,1,1,1,1,1,0,0,30,concentrator_malfunction,2024,1,43,trauma,0,43,0,16,4,927.0,47.0,1,solar,5
1850,referral_hospital,O2_0163,peri_urban,260,1,1,1,1,LOX_bulk_tank,0,0,1.7,1,12,5,0,0,1,1,0,1,1,0,not_applicable,2022,4,29,surgical_anaesthesia,28,1,0,1,0,980.0,17.0,1,grid_reliable,1
1851,referral_hospital,O2_0108,urban,228,1,1,1,1,PSA_plant_onsite,0,0,2.1,1,12,2,4,1,1,1,0,1,1,0,not_applicable,2021,8,38,neonatal_respiratory,30,8,0,3,0,890.0,0.0,0,none,5
1852,referral_hospital,O2_0120,peri_urban,280,1,1,1,1,PSA_plant_onsite,1,0,15.3,1,13,3,5,1,1,1,0,1,0,0,not_applicable,2021,2,41,trauma,33,8,1,3,0,991.0,5.0,1,solar,6
1853,referral_hospital,O2_0160,urban,275,1,1,1,1,LOX_bulk_tank,0,0,0.9,1,9,1,3,0,1,1,1,1,0,0,not_applicable,2023,11,42,pneumonia_child,31,11,1,3,0,665.0,2.0,0,grid_reliable,2
1854,referral_hospital,O2_0147,urban,261,1,1,1,1,PSA_plant_onsite,0,0,5.2,1,11,4,6,1,1,1,0,1,0,0,not_applicable,2021,2,42,neonatal_respiratory,38,4,0,1,0,489.0,1.0,1,grid_reliable,14
1855,referral_hospital,O2_0114,urban,254,1,1,1,1,PSA_plant_onsite,0,0,0.7,1,12,6,2,0,1,1,0,1,1,0,not_applicable,2023,9,51,surgical_anaesthesia,36,15,0,7,0,784.0,0.0,1,grid_reliable,3
1856,referral_hospital,O2_0021,urban,180,1,1,1,1,LOX_bulk_tank,0,0,2.8,1,9,3,6,0,1,1,1,1,1,0,not_applicable,2021,7,32,COVID19_severe,21,11,1,3,0,700.0,7.0,1,grid_unreliable,4
1857,referral_hospital,O2_0195,urban,167,1,1,1,1,oxygen_concentrator,7,5,2.5,1,12,2,1,0,1,1,0,1,1,0,not_applicable,2023,4,44,severe_malaria,23,21,1,9,0,759.0,20.0,1,grid_unreliable,10
1858,referral_hospital,O2_0060,urban,251,1,1,1,1,LOX_bulk_tank,0,0,2.2,1,12,6,3,0,1,1,1,1,0,0,not_applicable,2024,5,30,severe_malaria,23,7,1,3,0,770.0,13.0,1,solar,0
1859,referral_hospital,O2_0045,rural,275,1,1,1,1,LOX_bulk_tank,0,0,0.6,1,16,3,5,0,1,1,1,0,0,20,power_outage,2021,7,39,sepsis,0,39,0,12,19,611.0,28.0,0,grid_reliable,0
1860,referral_hospital,O2_0077,urban,196,1,1,1,1,LOX_bulk_tank,0,0,2.9,1,5,8,0,0,1,0,0,1,0,0,not_applicable,2022,7,27,other_hypoxemia,23,4,0,1,0,732.0,10.0,1,grid_unreliable,60
1861,referral_hospital,O2_0161,urban,260,1,1,1,1,LOX_bulk_tank,0,0,0.5,1,12,6,8,0,1,0,0,1,0,1,supplier_stockout,2021,1,44,COPD_exacerbation,20,24,1,5,0,626.0,24.0,0,grid_reliable,6
1862,referral_hospital,O2_0059,rural,335,1,1,1,1,cylinder_piped,4,2,1.5,1,10,2,6,0,1,1,1,1,1,0,not_applicable,2023,8,40,neonatal_respiratory,30,10,1,2,0,823.0,4.0,1,grid_reliable,0
1863,referral_hospital,O2_0073,urban,244,1,1,1,1,PSA_plant_onsite,0,0,0.2,1,11,6,1,1,1,1,0,1,0,0,not_applicable,2022,3,34,other_hypoxemia,23,11,1,5,0,757.0,10.0,1,grid_unreliable,14
1864,referral_hospital,O2_0152,urban,246,1,1,1,1,LOX_bulk_tank,0,0,1.4,1,7,1,2,0,1,1,1,1,1,0,not_applicable,2022,8,42,COPD_exacerbation,26,16,1,7,0,1045.0,56.0,1,generator_only,2
1865,referral_hospital,O2_0096,peri_urban,302,1,1,1,1,PSA_plant_onsite,0,0,2.5,1,9,8,0,1,1,1,1,1,1,1,piping_system_leak,2023,11,36,pneumonia_child,28,8,1,4,0,727.0,2.0,0,solar,8
1866,referral_hospital,O2_0124,rural,157,1,1,1,1,LOX_bulk_tank,0,0,9.1,1,9,8,1,0,1,1,1,0,0,7,PSA_plant_breakdown,2024,12,46,heart_failure,0,46,0,19,1,846.0,42.0,1,grid_unreliable,3
1867,referral_hospital,O2_0144,urban,235,1,1,1,1,PSA_plant_onsite,0,0,3.4,1,5,5,4,0,1,1,0,0,0,30,demand_surge,2024,12,36,heart_failure,0,36,0,13,3,1016.0,20.0,1,solar,7
1868,referral_hospital,O2_0140,peri_urban,266,1,1,1,1,oxygen_concentrator,9,5,4.5,1,14,3,10,0,1,0,0,1,1,1,PSA_plant_breakdown,2023,2,30,heart_failure,20,10,1,6,0,909.0,2.0,1,grid_reliable,4
1869,referral_hospital,O2_0196,rural,236,1,1,1,1,PSA_plant_onsite,0,0,0.0,1,5,8,5,1,1,1,0,0,0,13,PSA_plant_breakdown,2023,12,30,severe_malaria,0,30,0,10,16,1146.0,0.0,1,grid_unreliable,1
1870,referral_hospital,O2_0041,rural,185,1,1,1,1,oxygen_concentrator,6,5,2.4,1,10,7,1,0,1,0,0,1,1,0,not_applicable,2023,3,38,COVID19_severe,30,8,1,3,0,770.0,4.0,1,solar,3
1871,referral_hospital,O2_0095,urban,307,1,1,1,1,LOX_bulk_tank,0,0,2.6,1,13,1,22,0,1,1,1,1,0,1,PSA_plant_breakdown,2022,11,52,neonatal_respiratory,43,9,0,2,0,677.0,6.0,1,grid_reliable,8
1872,referral_hospital,O2_0060,peri_urban,310,1,1,1,1,oxygen_concentrator,5,3,1.3,1,11,6,6,0,1,1,1,1,1,3,PSA_plant_breakdown,2022,3,38,COVID19_severe,34,4,0,1,0,778.0,5.0,1,grid_reliable,5
1873,referral_hospital,O2_0108,urban,288,1,1,1,1,LOX_bulk_tank,0,0,3.7,1,10,5,2,0,1,0,0,1,0,0,not_applicable,2023,12,44,pneumonia_adult,35,9,1,3,0,1040.0,1.0,1,grid_unreliable,11
1874,referral_hospital,O2_0182,urban,276,1,1,1,1,PSA_plant_onsite,0,0,0.8,1,11,7,13,1,1,1,0,1,1,0,not_applicable,2024,4,38,asthma_severe,28,10,1,2,0,878.0,33.0,0,grid_reliable,3
1875,referral_hospital,O2_0133,urban,205,1,1,1,1,cylinder_portable,6,4,3.9,1,10,3,1,0,1,1,1,1,1,1,PSA_plant_breakdown,2022,1,46,other_hypoxemia,41,5,1,3,0,703.0,15.0,1,grid_unreliable,12
1876,referral_hospital,O2_0194,urban,226,1,1,1,1,cylinder_piped,0,0,1.6,1,11,4,0,0,1,1,1,0,0,12,power_outage,2024,11,46,surgical_anaesthesia,0,46,0,17,30,741.0,23.0,1,solar,5
1877,referral_hospital,O2_0191,urban,226,1,1,1,1,LOX_bulk_tank,3,2,6.2,1,15,5,0,0,1,1,0,1,1,0,not_applicable,2023,4,37,pneumonia_adult,31,6,0,2,0,800.0,27.0,1,grid_unreliable,6
1878,referral_hospital,O2_0058,urban,247,1,1,1,1,oxygen_concentrator,3,2,7.5,1,4,7,11,0,1,1,0,1,1,1,PSA_plant_breakdown,2022,12,32,COPD_exacerbation,25,7,1,3,0,694.0,13.0,1,grid_unreliable,4
1879,referral_hospital,O2_0131,urban,319,1,1,1,1,cylinder_piped,0,0,2.8,1,11,7,8,0,1,0,0,0,0,4,demand_surge,2023,4,38,pneumonia_child,0,38,0,11,16,514.0,20.0,1,solar,5
1880,referral_hospital,O2_0061,urban,236,1,1,1,1,cylinder_piped,10,7,1.0,1,13,5,9,0,1,1,0,1,0,0,not_applicable,2021,12,33,severe_malaria,30,3,1,2,0,908.0,9.0,1,grid_unreliable,0
1881,referral_hospital,O2_0132,urban,220,1,1,1,1,cylinder_piped,0,0,1.3,1,6,7,4,0,1,1,1,1,1,0,not_applicable,2022,10,40,other_hypoxemia,26,14,0,5,0,786.0,33.0,1,grid_reliable,5
1882,referral_hospital,O2_0120,peri_urban,279,1,1,1,1,PSA_plant_onsite,0,0,6.3,1,10,4,1,0,1,1,1,1,0,0,not_applicable,2023,9,37,COPD_exacerbation,33,4,0,2,0,973.0,4.0,1,grid_unreliable,20
1883,referral_hospital,O2_0092,urban,299,1,1,1,1,PSA_plant_onsite,0,0,2.4,1,13,4,1,0,1,1,1,1,1,0,not_applicable,2021,12,40,surgical_anaesthesia,37,3,0,1,0,840.0,93.0,1,grid_reliable,11
1884,referral_hospital,O2_0108,urban,245,1,1,1,1,oxygen_concentrator,7,4,0.5,1,6,6,3,0,1,0,0,1,1,0,not_applicable,2022,10,57,pneumonia_child,41,16,1,6,0,721.0,15.0,1,generator_only,0
1885,referral_hospital,O2_0131,urban,225,1,1,1,1,LOX_bulk_tank,0,0,3.3,1,11,4,3,0,1,1,1,0,0,1,PSA_plant_breakdown,2023,3,43,pneumonia_adult,0,43,0,13,20,911.0,19.0,1,grid_unreliable,1
1886,referral_hospital,O2_0074,urban,271,1,1,1,1,PSA_plant_onsite,0,0,1.0,1,11,4,0,0,1,1,0,1,1,0,not_applicable,2023,10,40,surgical_anaesthesia,33,7,1,1,0,700.0,11.0,1,generator_only,0
1887,referral_hospital,O2_0158,peri_urban,304,1,1,1,1,PSA_plant_onsite,0,0,1.8,1,6,3,4,0,1,1,1,0,0,14,PSA_plant_breakdown,2021,6,41,heart_failure,0,41,0,17,14,830.0,4.0,1,grid_unreliable,1
1888,referral_hospital,O2_0180,urban,267,1,1,1,1,PSA_plant_onsite,0,0,1.8,1,11,5,8,1,1,1,1,1,0,1,power_outage,2022,11,48,COVID19_severe,38,10,1,9,0,781.0,8.0,1,grid_reliable,1
1889,referral_hospital,O2_0139,urban,256,1,1,1,1,cylinder_piped,0,0,1.0,1,5,4,2,0,1,1,1,1,1,0,not_applicable,2023,4,34,surgical_anaesthesia,30,4,1,3,0,881.0,11.0,1,solar,7
1890,referral_hospital,O2_0005,urban,246,1,1,1,1,cylinder_piped,0,0,3.9,1,15,4,2,0,1,1,1,1,0,0,not_applicable,2023,2,31,sepsis,25,6,0,1,0,896.0,2.0,1,grid_unreliable,1
1891,referral_hospital,O2_0155,urban,310,1,1,1,1,PSA_plant_onsite,0,0,10.0,1,9,5,14,1,1,1,1,1,0,0,not_applicable,2022,1,40,other_hypoxemia,40,0,1,0,0,805.0,6.0,1,grid_reliable,0
1892,referral_hospital,O2_0199,urban,219,1,1,1,1,oxygen_concentrator,3,2,1.4,1,11,4,7,0,1,1,1,1,1,0,not_applicable,2021,3,38,surgical_anaesthesia,38,0,1,0,0,869.0,22.0,1,solar,5
1893,referral_hospital,O2_0097,rural,196,1,1,1,1,PSA_plant_onsite,0,0,5.9,1,4,4,24,1,1,1,1,0,0,27,concentrator_malfunction,2023,2,41,surgical_anaesthesia,0,41,0,15,12,863.0,6.0,1,grid_reliable,1
1894,referral_hospital,O2_0160,urban,216,1,1,1,1,PSA_plant_onsite,0,0,2.5,1,12,4,4,1,1,1,1,1,1,0,not_applicable,2024,1,39,surgical_anaesthesia,28,11,1,5,0,794.0,34.0,1,solar,1
1895,referral_hospital,O2_0133,urban,219,1,1,1,1,PSA_plant_onsite,1,0,1.2,1,5,6,0,0,1,1,0,1,0,2,PSA_plant_breakdown,2023,1,36,pneumonia_child,36,0,1,0,0,1041.0,8.0,1,grid_unreliable,7
1896,referral_hospital,O2_0190,urban,261,1,1,1,1,PSA_plant_onsite,0,0,2.3,1,4,1,0,1,1,1,0,1,1,0,not_applicable,2023,11,34,pneumonia_child,27,7,0,2,0,919.0,19.0,1,generator_only,1
1897,referral_hospital,O2_0007,rural,304,1,1,1,1,LOX_bulk_tank,0,0,0.2,1,8,6,0,0,1,1,1,1,1,0,not_applicable,2021,8,53,trauma,38,15,1,6,0,977.0,1.0,1,grid_reliable,2
1898,referral_hospital,O2_0097,urban,246,1,1,1,1,PSA_plant_onsite,2,1,0.1,1,3,1,6,1,1,1,0,1,1,0,not_applicable,2022,7,40,sepsis,26,14,1,7,0,911.0,8.0,1,grid_reliable,5
1899,referral_hospital,O2_0082,urban,365,1,1,1,1,cylinder_portable,1,0,0.4,1,9,6,3,0,1,1,1,1,1,0,not_applicable,2023,10,38,severe_malaria,29,9,0,3,0,723.0,6.0,1,grid_unreliable,3
1900,referral_hospital,O2_0116,peri_urban,225,1,1,1,1,PSA_plant_onsite,0,0,0.1,1,15,3,1,1,1,1,0,1,0,0,not_applicable,2022,2,39,neonatal_respiratory,30,9,1,4,0,850.0,6.0,1,generator_only,3
1901,referral_hospital,O2_0092,rural,246,1,1,1,1,PSA_plant_onsite,0,0,1.5,1,6,7,5,1,1,1,0,1,1,0,not_applicable,2022,4,35,pneumonia_adult,30,5,1,0,0,797.0,30.0,1,none,5
1902,referral_hospital,O2_0102,urban,292,1,1,1,1,LOX_bulk_tank,0,0,5.4,1,12,4,3,0,1,1,1,1,1,0,not_applicable,2022,12,46,COVID19_severe,38,8,1,4,0,887.0,2.0,1,grid_unreliable,1
1903,referral_hospital,O2_0102,urban,288,1,1,1,1,oxygen_concentrator,7,3,9.5,1,12,5,3,0,1,1,1,1,1,0,not_applicable,2024,12,43,asthma_severe,37,6,0,3,0,878.0,1.0,1,grid_reliable,1
1904,referral_hospital,O2_0070,urban,212,1,1,1,1,LOX_bulk_tank,0,0,1.5,1,8,0,0,0,1,1,1,1,1,15,funding_for_refill,2023,2,39,COVID19_severe,33,6,1,1,0,604.0,45.0,1,generator_only,2
1905,referral_hospital,O2_0131,urban,232,1,1,1,1,cylinder_portable,0,0,6.3,1,8,4,12,0,1,0,0,1,0,0,not_applicable,2023,1,41,pneumonia_child,31,10,0,5,0,991.0,3.0,1,grid_unreliable,0
1906,referral_hospital,O2_0119,urban,238,1,1,1,1,cylinder_piped,0,0,6.3,1,13,4,10,0,1,1,1,0,0,4,demand_surge,2024,9,36,COVID19_severe,0,36,0,16,7,914.0,20.0,1,grid_reliable,1
1907,referral_hospital,O2_0061,peri_urban,235,1,1,1,1,PSA_plant_onsite,5,4,0.1,1,12,6,3,1,1,0,0,1,1,0,not_applicable,2022,10,40,neonatal_respiratory,28,12,1,1,0,905.0,40.0,1,generator_only,1
1908,referral_hospital,O2_0052,urban,285,1,1,1,1,PSA_plant_onsite,0,0,3.7,1,11,5,0,1,1,1,1,0,0,6,cylinder_delivery_delay,2024,2,46,pneumonia_adult,0,46,0,21,6,1033.0,4.0,1,grid_unreliable,0
1909,referral_hospital,O2_0185,urban,244,1,1,1,1,oxygen_concentrator,6,4,4.1,1,9,6,6,0,1,1,1,0,0,22,demand_surge,2023,3,32,COPD_exacerbation,0,32,0,13,9,886.0,2.0,1,generator_only,2
1910,referral_hospital,O2_0027,peri_urban,273,1,1,1,1,LOX_bulk_tank,0,0,0.5,1,14,5,1,0,1,1,0,1,1,0,not_applicable,2021,3,32,severe_malaria,21,11,1,5,0,929.0,42.0,1,generator_only,3
1911,referral_hospital,O2_0069,peri_urban,373,1,1,1,1,cylinder_piped,0,0,8.6,1,13,8,1,0,1,1,1,1,1,0,not_applicable,2022,12,42,other_hypoxemia,32,10,1,5,0,976.0,3.0,1,grid_reliable,6
1912,referral_hospital,O2_0148,urban,210,1,1,1,1,oxygen_concentrator,3,1,2.6,1,12,3,2,0,1,1,1,1,0,0,not_applicable,2024,9,46,surgical_anaesthesia,43,3,0,1,0,875.0,4.0,1,grid_unreliable,0
1913,referral_hospital,O2_0163,peri_urban,264,1,1,1,1,LOX_bulk_tank,0,0,1.4,1,14,8,4,0,1,1,0,1,1,0,not_applicable,2023,8,39,heart_failure,32,7,0,3,0,938.0,55.0,1,grid_reliable,2
1914,referral_hospital,O2_0101,rural,309,1,1,1,1,LOX_bulk_tank,8,5,0.2,1,6,4,0,0,1,1,1,1,1,0,not_applicable,2024,7,47,surgical_anaesthesia,25,22,1,4,0,801.0,19.0,1,grid_reliable,1
1915,referral_hospital,O2_0181,urban,226,1,1,1,1,LOX_bulk_tank,0,0,2.9,1,9,7,0,0,1,0,0,1,0,0,not_applicable,2022,9,28,surgical_anaesthesia,21,7,1,1,0,718.0,8.0,1,grid_reliable,15
1916,referral_hospital,O2_0076,peri_urban,219,1,1,1,1,LOX_bulk_tank,0,0,2.6,1,10,7,3,0,1,1,0,1,1,1,concentrator_malfunction,2021,8,42,surgical_anaesthesia,35,7,1,1,0,838.0,4.0,1,grid_unreliable,1
1917,referral_hospital,O2_0055,urban,249,1,1,1,1,oxygen_concentrator,4,1,3.0,1,11,6,8,0,1,1,1,1,1,0,not_applicable,2022,1,48,heart_failure,35,13,1,5,0,847.0,13.0,1,grid_reliable,0
1918,referral_hospital,O2_0046,urban,275,1,1,1,1,PSA_plant_onsite,0,0,2.1,1,13,5,0,1,1,1,1,1,1,0,not_applicable,2021,8,41,COVID19_severe,28,13,0,3,0,957.0,19.0,1,grid_unreliable,6
1919,referral_hospital,O2_0025,urban,289,1,1,1,1,PSA_plant_onsite,6,4,0.9,1,11,3,1,0,1,1,1,1,0,0,not_applicable,2021,10,35,surgical_anaesthesia,33,2,1,0,0,773.0,48.0,1,grid_unreliable,2
1920,referral_hospital,O2_0065,peri_urban,275,1,1,1,1,LOX_bulk_tank,0,0,0.2,1,11,6,5,0,1,1,0,1,1,0,not_applicable,2021,5,36,neonatal_respiratory,36,0,1,0,0,686.0,7.0,0,grid_reliable,5
1921,referral_hospital,O2_0047,urban,181,1,1,1,1,cylinder_piped,0,0,5.3,1,5,6,3,0,1,1,0,1,1,0,not_applicable,2024,6,40,pneumonia_adult,32,8,0,3,0,833.0,7.0,1,grid_reliable,0
1922,referral_hospital,O2_0171,peri_urban,279,1,1,1,1,PSA_plant_onsite,0,0,1.2,1,12,8,0,1,1,1,1,1,0,8,funding_for_refill,2024,11,43,pneumonia_adult,40,3,1,1,0,703.0,26.0,1,generator_only,5
1923,referral_hospital,O2_0136,peri_urban,281,1,1,1,1,cylinder_piped,3,1,7.3,1,18,5,0,0,1,1,1,1,1,0,not_applicable,2021,6,37,severe_malaria,32,5,1,0,0,959.0,12.0,1,grid_unreliable,3
1924,referral_hospital,O2_0129,urban,238,1,1,1,1,LOX_bulk_tank,0,0,0.2,1,11,2,2,0,1,1,1,1,0,0,not_applicable,2021,6,45,pneumonia_adult,26,19,1,3,0,790.0,2.0,0,none,3
1925,referral_hospital,O2_0100,rural,257,1,1,1,1,PSA_plant_onsite,0,0,7.4,1,17,3,3,1,1,1,1,1,1,0,not_applicable,2024,6,42,pneumonia_adult,31,11,1,3,0,863.0,4.0,1,grid_reliable,0
1926,referral_hospital,O2_0136,peri_urban,273,1,1,1,1,oxygen_concentrator,3,2,0.8,1,7,5,0,0,1,1,1,1,1,5,concentrator_malfunction,2024,8,38,neonatal_respiratory,35,3,1,0,0,855.0,6.0,1,grid_unreliable,1
1927,referral_hospital,O2_0150,urban,245,1,1,1,1,cylinder_piped,0,0,1.9,1,5,3,11,0,1,1,0,1,1,0,not_applicable,2024,11,35,severe_malaria,24,11,0,2,0,908.0,0.0,1,generator_only,24
1928,referral_hospital,O2_0196,rural,199,1,1,1,1,oxygen_concentrator,7,7,2.1,1,10,6,15,0,1,1,0,1,0,0,not_applicable,2023,11,35,COVID19_severe,25,10,0,6,0,624.0,2.0,0,grid_reliable,3
1929,referral_hospital,O2_0099,urban,256,1,1,1,1,cylinder_piped,0,0,4.0,1,13,12,4,0,1,1,1,0,0,3,concentrator_malfunction,2022,4,42,surgical_anaesthesia,0,42,0,17,12,1040.0,50.0,1,none,10
1930,referral_hospital,O2_0049,urban,237,1,1,1,1,oxygen_concentrator,9,4,0.3,1,13,7,8,0,1,1,1,1,1,3,PSA_plant_breakdown,2024,1,46,severe_malaria,21,25,1,10,0,968.0,1.0,1,solar,13
1931,referral_hospital,O2_0140,urban,319,1,1,1,1,oxygen_concentrator,5,2,0.3,1,7,6,1,0,1,1,0,1,1,12,PSA_plant_breakdown,2024,1,50,neonatal_respiratory,50,0,1,0,0,936.0,6.0,1,grid_unreliable,0
1932,referral_hospital,O2_0112,urban,273,1,1,1,1,LOX_bulk_tank,0,0,7.1,1,12,3,2,0,1,1,0,1,1,0,not_applicable,2022,9,53,neonatal_respiratory,36,17,1,6,0,774.0,10.0,0,grid_unreliable,5
1933,referral_hospital,O2_0193,peri_urban,261,1,1,1,1,oxygen_concentrator,4,3,2.2,1,10,3,14,0,1,1,0,1,1,0,not_applicable,2024,7,37,severe_malaria,32,5,1,3,0,959.0,11.0,0,grid_reliable,9
1934,referral_hospital,O2_0123,urban,234,1,1,1,1,cylinder_piped,0,0,0.6,1,19,4,6,0,1,1,1,1,1,0,not_applicable,2023,8,36,severe_malaria,28,8,0,2,0,1036.0,16.0,1,solar,5
1935,referral_hospital,O2_0091,urban,263,1,1,1,1,LOX_bulk_tank,0,0,6.5,1,9,8,1,0,1,0,0,1,0,0,not_applicable,2024,6,37,severe_malaria,31,6,1,4,0,689.0,2.0,1,solar,1
1936,referral_hospital,O2_0174,urban,333,1,1,1,1,LOX_bulk_tank,0,0,1.9,1,8,6,9,0,1,0,0,0,0,3,PSA_plant_breakdown,2021,4,39,heart_failure,0,39,0,10,9,1093.0,15.0,1,generator_only,4
1937,referral_hospital,O2_0148,rural,307,1,1,1,1,cylinder_piped,5,2,0.6,1,11,7,12,0,1,1,1,1,1,0,not_applicable,2022,10,41,severe_malaria,34,7,1,4,0,823.0,8.0,1,grid_unreliable,0
1938,referral_hospital,O2_0013,urban,308,1,1,1,1,cylinder_piped,0,0,2.2,1,7,8,10,0,1,1,1,1,0,14,supplier_stockout,2024,2,40,pneumonia_child,39,1,1,0,0,679.0,2.0,1,grid_unreliable,8
1939,referral_hospital,O2_0101,rural,302,1,1,1,1,oxygen_concentrator,3,3,4.1,1,7,10,12,0,1,0,0,1,1,10,power_outage,2022,5,38,pneumonia_child,20,18,1,8,0,794.0,15.0,1,grid_reliable,0
1940,referral_hospital,O2_0081,peri_urban,267,1,1,1,1,oxygen_concentrator,4,2,0.5,1,15,6,0,0,1,0,0,1,1,0,not_applicable,2023,9,33,pneumonia_child,28,5,0,2,0,857.0,8.0,0,none,4
1941,referral_hospital,O2_0008,rural,238,1,1,1,1,LOX_bulk_tank,3,2,2.9,1,11,6,8,0,1,1,1,1,1,0,not_applicable,2021,7,49,other_hypoxemia,45,4,0,2,0,955.0,9.0,1,grid_unreliable,0
1942,referral_hospital,O2_0045,peri_urban,275,1,1,1,1,cylinder_portable,0,0,2.2,1,11,4,2,0,1,1,0,1,0,2,power_outage,2023,7,34,COVID19_severe,26,8,1,2,0,791.0,1.0,1,grid_unreliable,7
1943,referral_hospital,O2_0093,urban,266,1,1,1,1,PSA_plant_onsite,0,0,2.0,1,6,6,1,1,1,1,1,1,1,9,power_outage,2023,5,38,neonatal_respiratory,30,8,1,4,0,652.0,3.0,1,solar,0
1944,referral_hospital,O2_0072,peri_urban,236,1,1,1,1,LOX_bulk_tank,0,0,0.9,1,6,6,5,0,1,1,1,1,1,0,not_applicable,2022,4,31,asthma_severe,22,9,1,4,0,776.0,19.0,1,grid_reliable,0
1945,referral_hospital,O2_0168,urban,279,1,1,1,1,PSA_plant_onsite,0,0,0.9,1,13,8,10,1,1,1,0,1,1,0,not_applicable,2024,12,40,pneumonia_child,34,6,1,1,0,895.0,22.0,1,grid_reliable,1
1946,referral_hospital,O2_0053,rural,284,1,1,1,1,oxygen_concentrator,6,2,3.5,1,10,7,4,0,1,1,1,1,1,0,not_applicable,2022,5,32,surgical_anaesthesia,24,8,1,5,0,579.0,1.0,1,grid_reliable,1
1947,referral_hospital,O2_0018,peri_urban,229,1,1,1,1,oxygen_concentrator,2,1,2.9,1,8,7,16,0,1,1,0,1,1,7,cylinder_delivery_delay,2023,10,42,asthma_severe,25,17,1,6,0,729.0,11.0,1,generator_only,0
1948,referral_hospital,O2_0013,urban,316,1,1,1,1,oxygen_concentrator,4,2,3.7,1,9,3,0,0,1,1,1,1,1,0,not_applicable,2023,12,48,pneumonia_adult,36,12,1,3,0,844.0,0.0,1,grid_reliable,0
1949,referral_hospital,O2_0155,rural,253,1,1,1,1,oxygen_concentrator,4,2,0.5,1,3,3,0,0,1,1,1,1,1,8,empty_cylinders_not_collected,2022,5,30,pneumonia_adult,23,7,1,2,0,1025.0,4.0,1,generator_only,5
1950,referral_hospital,O2_0100,peri_urban,275,1,1,1,1,LOX_bulk_tank,0,0,2.2,1,13,5,1,0,1,1,1,0,0,23,power_outage,2024,3,46,COVID19_severe,0,46,0,24,16,866.0,0.0,1,generator_only,3
1951,referral_hospital,O2_0058,rural,304,1,1,1,1,oxygen_concentrator,3,2,0.6,1,12,8,20,0,1,1,0,1,1,0,not_applicable,2024,4,45,other_hypoxemia,36,9,1,5,0,758.0,17.0,1,grid_reliable,9
1952,referral_hospital,O2_0060,rural,250,1,1,1,1,LOX_bulk_tank,0,0,0.1,1,11,8,11,0,1,1,0,1,1,0,not_applicable,2023,10,44,neonatal_respiratory,34,10,1,4,0,895.0,15.0,1,generator_only,5
1953,referral_hospital,O2_0147,urban,236,1,1,1,1,cylinder_piped,0,0,0.4,1,13,5,3,0,1,1,1,1,1,8,demand_surge,2021,2,37,pneumonia_adult,15,22,1,5,0,879.0,8.0,1,grid_unreliable,11
1954,referral_hospital,O2_0149,peri_urban,227,1,1,1,1,cylinder_piped,0,0,0.5,1,11,5,5,0,1,1,1,1,1,0,not_applicable,2023,10,38,COVID19_severe,24,14,1,7,0,849.0,3.0,0,grid_reliable,16
1955,referral_hospital,O2_0172,rural,270,1,1,1,1,LOX_bulk_tank,0,0,4.5,1,10,2,10,0,1,1,1,1,1,0,not_applicable,2022,2,39,neonatal_respiratory,31,8,1,2,0,949.0,50.0,1,grid_reliable,1
1956,referral_hospital,O2_0047,urban,238,1,1,1,1,oxygen_concentrator,5,5,0.9,1,10,5,14,0,1,1,0,1,1,0,not_applicable,2023,10,46,COVID19_severe,40,6,1,2,0,939.0,28.0,1,generator_only,2
1957,referral_hospital,O2_0092,urban,279,1,1,1,1,PSA_plant_onsite,0,0,5.4,1,13,5,5,1,1,0,0,1,0,3,demand_surge,2023,12,42,neonatal_respiratory,32,10,1,5,0,757.0,16.0,1,grid_unreliable,3
1958,referral_hospital,O2_0032,urban,244,1,1,1,1,PSA_plant_onsite,0,0,5.9,1,13,9,0,0,1,0,0,1,1,0,not_applicable,2024,9,40,neonatal_respiratory,22,18,1,6,0,886.0,4.0,1,grid_reliable,2
1959,referral_hospital,O2_0055,urban,273,1,1,1,1,LOX_bulk_tank,0,0,4.0,1,6,4,1,0,1,0,0,1,0,4,demand_surge,2024,1,33,COPD_exacerbation,16,17,1,6,0,760.0,17.0,1,grid_unreliable,11
1960,referral_hospital,O2_0181,peri_urban,271,1,1,1,1,PSA_plant_onsite,0,0,0.0,1,9,4,0,0,1,0,0,1,1,0,not_applicable,2023,1,40,pneumonia_child,28,12,1,3,0,1217.0,7.0,1,grid_reliable,2
1961,referral_hospital,O2_0160,urban,217,1,1,1,1,PSA_plant_onsite,0,0,1.2,1,12,7,0,0,1,0,0,1,1,0,not_applicable,2021,2,34,pneumonia_child,33,1,1,0,0,811.0,13.0,1,grid_reliable,12
1962,referral_hospital,O2_0143,urban,266,1,1,1,1,LOX_bulk_tank,0,0,0.8,1,11,11,1,0,1,1,0,0,0,6,concentrator_malfunction,2024,4,49,surgical_anaesthesia,0,49,0,23,13,950.0,10.0,1,generator_only,0
1963,referral_hospital,O2_0112,rural,162,1,1,1,1,LOX_bulk_tank,0,0,3.8,1,11,6,2,0,1,1,1,1,1,0,not_applicable,2024,6,34,COPD_exacerbation,27,7,1,1,0,940.0,14.0,1,grid_unreliable,2
1964,referral_hospital,O2_0181,urban,271,1,1,1,1,LOX_bulk_tank,0,0,5.0,1,8,7,2,0,1,1,1,1,1,0,not_applicable,2022,11,39,heart_failure,37,2,1,0,0,945.0,35.0,1,grid_reliable,11
1965,referral_hospital,O2_0062,urban,259,1,1,1,1,PSA_plant_onsite,0,0,0.4,1,8,5,3,1,1,1,0,1,1,0,not_applicable,2023,5,51,surgical_anaesthesia,41,10,1,3,0,652.0,0.0,1,grid_reliable,1
1966,referral_hospital,O2_0189,peri_urban,274,1,1,1,1,cylinder_portable,0,0,0.6,1,8,8,0,0,1,1,0,1,0,0,not_applicable,2023,1,39,COVID19_severe,39,0,1,0,0,518.0,1.0,1,grid_reliable,3
1967,referral_hospital,O2_0015,urban,244,1,1,1,1,LOX_bulk_tank,0,0,0.5,1,8,4,1,0,1,1,1,1,1,0,not_applicable,2022,10,51,neonatal_respiratory,39,12,1,5,0,728.0,6.0,1,grid_reliable,2
1968,referral_hospital,O2_0188,urban,237,1,1,1,1,cylinder_portable,5,2,4.5,1,13,6,3,0,1,1,1,1,1,0,not_applicable,2021,12,47,neonatal_respiratory,46,1,1,1,0,1095.0,24.0,0,grid_reliable,0
1969,referral_hospital,O2_0181,urban,221,1,1,1,1,LOX_bulk_tank,0,0,0.5,1,12,5,1,0,1,1,0,1,1,0,not_applicable,2023,6,38,pneumonia_adult,38,0,1,0,0,1026.0,7.0,1,generator_only,0
1970,referral_hospital,O2_0114,urban,217,1,1,1,1,cylinder_piped,0,0,0.2,1,9,6,1,0,1,1,1,1,1,1,concentrator_malfunction,2024,7,43,severe_malaria,41,2,1,0,0,930.0,18.0,1,generator_only,0
1971,referral_hospital,O2_0090,urban,224,1,1,1,1,LOX_bulk_tank,0,0,6.3,1,13,9,5,0,1,1,0,0,0,3,no_oxygen_source,2021,10,34,other_hypoxemia,0,34,0,11,8,781.0,2.0,1,grid_reliable,0
1972,referral_hospital,O2_0174,peri_urban,205,1,1,1,1,LOX_bulk_tank,0,0,2.0,1,6,4,3,0,1,1,0,1,1,0,not_applicable,2024,1,42,pneumonia_child,29,13,1,5,0,712.0,20.0,1,grid_reliable,9
1973,referral_hospital,O2_0190,rural,326,1,1,1,1,oxygen_concentrator,4,1,0.9,1,7,5,1,0,1,1,0,1,0,0,not_applicable,2023,5,56,COVID19_severe,30,26,1,11,0,705.0,16.0,1,grid_reliable,0
1974,referral_hospital,O2_0178,rural,255,1,1,1,1,cylinder_portable,0,0,8.9,1,11,5,0,0,1,1,1,1,1,6,concentrator_malfunction,2022,3,45,pneumonia_adult,34,11,1,4,0,883.0,14.0,1,generator_only,2
1975,referral_hospital,O2_0196,rural,259,1,1,1,1,LOX_bulk_tank,1,0,0.9,1,11,5,5,0,1,1,1,1,1,0,not_applicable,2023,8,43,surgical_anaesthesia,26,17,1,8,0,650.0,29.0,1,generator_only,8
1976,referral_hospital,O2_0140,peri_urban,201,1,1,1,1,LOX_bulk_tank,0,0,0.8,1,7,3,2,0,1,0,0,1,1,0,not_applicable,2023,12,36,sepsis,30,6,0,2,0,886.0,78.0,0,grid_reliable,1
1977,referral_hospital,O2_0101,rural,245,1,1,1,1,oxygen_concentrator,5,3,0.9,1,10,3,3,0,1,1,0,1,1,0,not_applicable,2024,6,39,surgical_anaesthesia,38,1,0,1,0,840.0,14.0,1,grid_reliable,1
1978,referral_hospital,O2_0088,urban,239,1,1,1,1,LOX_bulk_tank,0,0,1.3,1,9,5,3,0,1,1,1,1,1,0,not_applicable,2022,12,43,pneumonia_child,34,9,1,3,0,946.0,36.0,1,grid_unreliable,3
1979,referral_hospital,O2_0079,rural,292,1,1,1,1,cylinder_piped,0,0,2.4,1,11,4,13,0,1,1,0,1,1,0,not_applicable,2024,5,51,COVID19_severe,43,8,1,1,0,869.0,16.0,1,grid_reliable,3
1980,referral_hospital,O2_0003,rural,214,1,1,1,1,LOX_bulk_tank,2,1,9.7,1,14,8,3,0,1,1,1,1,0,0,not_applicable,2021,2,42,COVID19_severe,33,9,0,3,0,657.0,15.0,0,grid_reliable,4
1981,referral_hospital,O2_0131,peri_urban,238,1,1,1,1,LOX_bulk_tank,0,0,1.5,1,9,3,10,0,1,1,1,1,1,11,power_outage,2024,7,42,COPD_exacerbation,29,13,1,2,0,1142.0,35.0,1,grid_unreliable,3
1982,referral_hospital,O2_0032,peri_urban,253,1,1,1,1,cylinder_piped,0,0,3.2,1,9,10,3,0,1,1,1,1,1,0,not_applicable,2022,3,54,pneumonia_adult,39,15,1,6,0,820.0,7.0,1,grid_reliable,3
1983,referral_hospital,O2_0084,peri_urban,256,1,1,1,1,cylinder_piped,0,0,2.0,1,10,9,3,0,1,1,1,1,1,6,concentrator_malfunction,2023,3,44,sepsis,28,16,1,3,0,778.0,16.0,0,grid_unreliable,3
1984,referral_hospital,O2_0056,rural,281,1,1,1,1,LOX_bulk_tank,5,5,0.9,1,11,0,2,0,1,1,0,1,1,0,not_applicable,2022,9,37,other_hypoxemia,24,13,1,5,0,710.0,25.0,1,grid_reliable,2
1985,referral_hospital,O2_0089,rural,171,1,1,1,1,PSA_plant_onsite,0,0,5.8,1,16,5,5,0,1,1,1,1,1,0,not_applicable,2024,4,51,COPD_exacerbation,44,7,1,1,0,965.0,14.0,1,grid_reliable,6
1986,referral_hospital,O2_0079,peri_urban,238,1,1,1,1,LOX_bulk_tank,5,2,2.7,1,9,1,13,0,1,1,1,0,0,3,concentrator_malfunction,2023,11,33,heart_failure,0,33,0,8,3,675.0,15.0,1,generator_only,0
1987,referral_hospital,O2_0175,urban,231,1,1,1,1,PSA_plant_onsite,0,0,5.1,1,8,6,1,0,1,1,1,1,1,0,not_applicable,2024,2,44,heart_failure,34,10,1,5,0,743.0,9.0,0,grid_reliable,19
1988,referral_hospital,O2_0079,urban,252,1,1,1,1,LOX_bulk_tank,0,0,3.3,1,14,7,1,0,1,0,0,1,1,0,not_applicable,2024,11,35,COPD_exacerbation,26,9,1,2,0,657.0,18.0,1,grid_unreliable,4
1989,referral_hospital,O2_0080,rural,268,1,1,1,1,LOX_bulk_tank,0,0,3.2,1,13,6,1,0,1,1,1,1,0,0,not_applicable,2021,2,29,heart_failure,29,0,1,0,0,876.0,0.0,1,grid_reliable,7
1990,referral_hospital,O2_0052,urban,266,1,1,1,1,PSA_plant_onsite,0,0,0.2,1,13,5,3,1,1,1,0,0,0,15,demand_surge,2022,10,46,COVID19_severe,0,46,0,15,22,981.0,11.0,1,solar,2
1991,referral_hospital,O2_0174,urban,243,1,1,1,1,oxygen_concentrator,6,3,3.8,1,9,11,5,0,1,0,0,1,1,0,not_applicable,2024,1,32,surgical_anaesthesia,27,5,0,1,0,894.0,4.0,1,solar,9
1992,referral_hospital,O2_0158,peri_urban,282,1,1,1,1,LOX_bulk_tank,0,0,0.0,1,7,5,18,0,1,1,0,0,0,3,demand_surge,2024,11,47,pneumonia_child,0,47,0,15,14,972.0,23.0,1,generator_only,1
1993,referral_hospital,O2_0032,rural,269,1,1,1,1,oxygen_concentrator,4,2,2.8,1,11,3,2,0,1,1,0,0,0,12,demand_surge,2023,4,33,surgical_anaesthesia,0,33,0,9,2,719.0,13.0,0,solar,0
1994,referral_hospital,O2_0019,urban,265,1,1,1,1,PSA_plant_onsite,0,0,0.7,1,11,8,5,1,1,1,1,1,1,0,not_applicable,2024,3,40,severe_malaria,26,14,1,5,0,621.0,8.0,1,none,4
1995,referral_hospital,O2_0188,urban,297,1,1,1,1,cylinder_piped,0,0,5.8,1,6,4,11,0,1,0,0,1,1,0,not_applicable,2021,2,50,neonatal_respiratory,39,11,1,3,0,958.0,1.0,1,solar,0
1996,referral_hospital,O2_0007,rural,198,1,1,1,1,PSA_plant_onsite,0,0,1.6,1,7,2,5,1,1,1,1,0,0,12,demand_surge,2024,5,40,COVID19_severe,0,40,0,16,7,739.0,1.0,1,grid_reliable,1
1997,referral_hospital,O2_0046,urban,172,1,1,1,1,cylinder_piped,0,0,0.6,1,6,1,6,0,1,1,0,0,0,4,PSA_plant_breakdown,2023,3,54,pneumonia_adult,0,54,0,22,22,997.0,6.0,1,generator_only,6
1998,referral_hospital,O2_0143,urban,256,1,1,1,1,LOX_bulk_tank,4,2,2.1,1,8,5,0,0,1,1,0,0,0,1,demand_surge,2024,12,47,neonatal_respiratory,0,47,0,23,17,846.0,11.0,1,grid_reliable,17
1999,referral_hospital,O2_0024,urban,238,1,1,1,1,cylinder_piped,0,0,0.8,1,11,8,1,0,1,1,1,1,0,0,not_applicable,2023,2,40,COPD_exacerbation,34,6,1,1,0,829.0,2.0,1,grid_reliable,8
2000,referral_hospital,O2_0169,urban,261,1,1,1,1,PSA_plant_onsite,0,0,5.6,1,11,8,22,0,1,1,0,1,1,0,not_applicable,2023,10,30,trauma,23,7,0,3,0,537.0,28.0,1,none,0
2001,referral_hospital,O2_0008,peri_urban,185,1,1,1,1,LOX_bulk_tank,0,0,10.4,1,8,3,3,0,1,1,1,1,1,0,not_applicable,2022,3,40,pneumonia_adult,35,5,1,2,0,520.0,7.0,0,none,13
2002,referral_hospital,O2_0090,urban,294,1,1,1,1,PSA_plant_onsite,0,0,2.3,1,7,7,4,0,1,1,1,1,1,0,not_applicable,2024,8,35,pneumonia_child,29,6,1,3,0,904.0,10.0,1,grid_unreliable,0
2003,referral_hospital,O2_0138,peri_urban,255,1,1,1,1,PSA_plant_onsite,5,3,11.1,1,9,4,3,0,1,1,0,1,1,0,not_applicable,2022,12,31,severe_malaria,24,7,1,2,0,806.0,4.0,1,none,0
2004,referral_hospital,O2_0023,peri_urban,227,1,1,1,1,cylinder_piped,0,0,4.3,1,6,2,0,0,1,1,0,0,0,2,PSA_plant_breakdown,2022,8,31,heart_failure,0,31,0,9,8,870.0,4.0,1,grid_reliable,2
2005,referral_hospital,O2_0064,urban,228,1,1,1,1,cylinder_portable,2,0,8.0,1,11,5,4,0,1,0,0,1,1,0,not_applicable,2023,1,52,trauma,39,13,1,6,0,858.0,45.0,1,grid_unreliable,2
2006,referral_hospital,O2_0136,rural,227,1,1,1,1,LOX_bulk_tank,0,0,3.2,1,13,4,0,0,1,1,1,1,1,0,not_applicable,2024,2,33,surgical_anaesthesia,24,9,0,3,0,723.0,25.0,1,grid_reliable,17
2007,referral_hospital,O2_0119,urban,214,1,1,1,1,LOX_bulk_tank,0,0,4.7,1,12,5,4,0,1,1,0,0,0,2,cylinder_delivery_delay,2021,4,54,trauma,0,54,0,25,16,682.0,15.0,1,grid_unreliable,10
2008,referral_hospital,O2_0098,urban,303,1,1,1,1,cylinder_piped,0,0,2.9,1,7,6,0,0,1,1,1,1,1,1,demand_surge,2021,10,33,heart_failure,22,11,1,8,0,743.0,8.0,1,grid_reliable,4
2009,referral_hospital,O2_0169,urban,230,1,1,1,1,cylinder_piped,2,1,0.9,1,15,6,13,0,1,1,1,1,0,0,not_applicable,2023,12,32,pneumonia_child,22,10,1,3,0,485.0,49.0,1,generator_only,8
2010,referral_hospital,O2_0083,urban,356,1,1,1,1,PSA_plant_onsite,0,0,4.9,1,9,3,6,1,1,1,0,1,1,0,not_applicable,2024,5,29,sepsis,22,7,1,2,0,990.0,5.0,1,grid_unreliable,2
2011,referral_hospital,O2_0019,urban,288,1,1,1,1,PSA_plant_onsite,0,0,0.5,1,12,2,5,1,1,1,0,1,1,0,not_applicable,2023,6,39,COVID19_severe,32,7,1,3,0,735.0,15.0,1,grid_reliable,2
2012,referral_hospital,O2_0066,peri_urban,166,1,1,1,1,cylinder_portable,0,0,7.7,1,7,3,11,0,1,0,0,1,1,0,not_applicable,2021,10,46,surgical_anaesthesia,46,0,1,0,0,817.0,6.0,1,grid_reliable,0
2013,referral_hospital,O2_0049,rural,274,1,1,1,1,cylinder_portable,2,1,4.6,1,7,4,3,0,1,1,0,1,1,0,not_applicable,2022,5,35,pneumonia_child,26,9,1,1,0,769.0,16.0,1,grid_unreliable,6
2014,referral_hospital,O2_0064,rural,174,1,1,1,1,LOX_bulk_tank,0,0,1.3,1,6,5,6,0,1,1,1,1,1,0,not_applicable,2022,5,33,COVID19_severe,23,10,1,3,0,832.0,1.0,1,grid_unreliable,2
2015,referral_hospital,O2_0097,urban,297,1,1,1,1,LOX_bulk_tank,0,0,1.0,1,15,3,5,0,1,1,1,1,1,5,concentrator_malfunction,2023,3,28,pneumonia_child,24,4,1,1,0,766.0,10.0,1,grid_unreliable,3
2016,referral_hospital,O2_0128,urban,298,1,1,1,1,oxygen_concentrator,7,5,12.1,1,11,6,2,0,1,1,0,1,1,1,PSA_plant_breakdown,2022,1,39,neonatal_respiratory,37,2,1,1,0,773.0,5.0,1,grid_reliable,4
2017,referral_hospital,O2_0018,peri_urban,190,1,1,1,1,cylinder_piped,0,0,4.3,1,13,11,1,0,1,0,0,1,1,0,not_applicable,2024,10,54,other_hypoxemia,50,4,1,2,0,849.0,10.0,1,generator_only,1
2018,referral_hospital,O2_0160,urban,211,1,1,1,1,LOX_bulk_tank,0,0,0.5,1,4,3,0,0,1,0,0,1,1,0,not_applicable,2024,12,52,sepsis,43,9,1,2,0,517.0,11.0,1,grid_unreliable,6
2019,referral_hospital,O2_0173,urban,303,1,1,1,1,oxygen_concentrator,11,8,2.2,1,17,3,0,0,1,1,0,1,1,9,piping_system_leak,2022,6,51,neonatal_respiratory,30,21,1,10,0,921.0,11.0,1,grid_reliable,2
2020,referral_hospital,O2_0103,urban,298,1,1,1,1,oxygen_concentrator,10,8,1.5,1,14,8,3,0,1,1,1,1,0,0,not_applicable,2023,11,36,pneumonia_child,27,9,0,5,0,972.0,7.0,1,grid_reliable,3
2021,referral_hospital,O2_0197,rural,238,1,1,1,1,LOX_bulk_tank,4,2,1.7,1,9,8,3,0,1,1,0,1,0,0,not_applicable,2021,12,30,trauma,16,14,1,5,0,736.0,5.0,1,generator_only,0
2022,referral_hospital,O2_0172,urban,215,1,1,1,1,PSA_plant_onsite,0,0,2.4,1,9,6,0,1,1,1,0,1,1,0,not_applicable,2022,9,34,COPD_exacerbation,23,11,0,5,0,895.0,37.0,1,solar,9
2023,referral_hospital,O2_0170,rural,192,1,1,1,1,oxygen_concentrator,4,2,3.1,1,11,1,3,0,1,1,1,1,1,0,not_applicable,2021,10,34,asthma_severe,20,14,0,3,0,655.0,41.0,1,grid_reliable,6
2024,referral_hospital,O2_0166,urban,316,1,1,1,1,LOX_bulk_tank,0,0,1.2,1,15,4,1,0,1,1,1,0,0,1,concentrator_malfunction,2024,2,31,heart_failure,0,31,0,10,3,771.0,22.0,1,grid_reliable,7
2025,referral_hospital,O2_0156,rural,244,1,1,1,1,LOX_bulk_tank,0,0,4.8,1,7,3,14,0,1,1,0,0,0,1,PSA_plant_breakdown,2022,12,44,COVID19_severe,0,44,0,16,17,501.0,19.0,1,generator_only,1
2026,referral_hospital,O2_0169,urban,216,1,1,1,1,oxygen_concentrator,2,0,13.0,1,8,4,0,0,1,0,0,1,1,0,not_applicable,2024,3,38,pneumonia_child,23,15,1,5,0,660.0,39.0,1,generator_only,4
2027,referral_hospital,O2_0197,urban,243,1,1,1,1,LOX_bulk_tank,6,3,2.7,1,12,11,1,0,1,1,1,1,1,1,PSA_plant_breakdown,2024,6,49,heart_failure,28,21,1,7,0,741.0,9.0,1,grid_reliable,9
2028,referral_hospital,O2_0186,urban,285,1,1,1,1,PSA_plant_onsite,0,0,0.4,1,7,4,4,1,1,1,0,1,0,0,not_applicable,2024,7,37,COVID19_severe,24,13,0,3,0,1150.0,19.0,1,grid_reliable,4
2029,referral_hospital,O2_0119,rural,230,1,1,1,1,oxygen_concentrator,3,2,0.8,1,7,6,1,0,1,1,1,1,0,0,not_applicable,2022,7,37,pneumonia_adult,27,10,1,2,0,769.0,4.0,1,grid_unreliable,0
2030,referral_hospital,O2_0149,urban,249,1,1,1,1,oxygen_concentrator,4,3,2.5,1,18,3,17,0,1,0,0,1,1,0,not_applicable,2022,7,30,trauma,21,9,1,6,0,817.0,14.0,1,grid_reliable,6
2031,referral_hospital,O2_0119,urban,290,1,1,1,1,LOX_bulk_tank,0,0,0.1,1,14,6,2,0,1,1,1,1,1,0,not_applicable,2023,9,46,COVID19_severe,27,19,1,5,0,843.0,2.0,1,grid_unreliable,4
2032,referral_hospital,O2_0052,peri_urban,272,1,1,1,1,cylinder_piped,1,0,5.8,1,13,2,4,0,1,1,1,1,1,0,not_applicable,2024,12,41,COVID19_severe,37,4,1,0,0,672.0,0.0,1,grid_unreliable,0
2033,referral_hospital,O2_0043,peri_urban,269,1,1,1,1,PSA_plant_onsite,0,0,0.5,1,12,1,0,1,1,1,1,1,1,0,not_applicable,2023,11,52,trauma,39,13,1,3,0,693.0,1.0,1,solar,0
2034,referral_hospital,O2_0077,urban,244,1,1,1,1,PSA_plant_onsite,0,0,0.2,1,10,5,5,1,1,0,0,1,1,7,PSA_plant_breakdown,2024,10,36,other_hypoxemia,28,8,1,5,0,562.0,3.0,1,grid_reliable,7
2035,referral_hospital,O2_0128,rural,235,1,1,1,1,cylinder_piped,0,0,1.9,1,7,4,26,0,1,1,1,1,1,0,not_applicable,2021,6,38,neonatal_respiratory,27,11,1,6,0,684.0,8.0,1,grid_unreliable,19
2036,referral_hospital,O2_0043,rural,314,1,1,1,1,LOX_bulk_tank,0,0,4.7,1,12,7,6,0,1,1,0,1,1,0,not_applicable,2023,2,33,pneumonia_child,28,5,1,1,0,419.0,46.0,0,generator_only,9
2037,referral_hospital,O2_0025,urban,253,1,1,1,1,LOX_bulk_tank,0,0,5.3,1,8,5,0,0,1,1,1,1,1,0,not_applicable,2023,8,35,severe_malaria,32,3,0,2,0,696.0,4.0,1,grid_reliable,2
2038,referral_hospital,O2_0091,urban,229,1,1,1,1,PSA_plant_onsite,0,0,8.3,1,6,4,18,0,1,1,1,1,1,0,not_applicable,2024,3,31,severe_malaria,17,14,0,2,0,623.0,4.0,1,grid_unreliable,0
2039,referral_hospital,O2_0005,urban,301,1,1,1,1,oxygen_concentrator,2,1,2.6,1,7,7,0,0,1,1,0,1,0,0,not_applicable,2023,9,46,severe_malaria,29,17,0,8,0,826.0,2.0,0,grid_unreliable,0
2040,referral_hospital,O2_0156,peri_urban,249,1,1,1,1,LOX_bulk_tank,0,0,0.3,1,16,9,1,0,1,0,0,0,0,6,empty_cylinders_not_collected,2021,9,42,COPD_exacerbation,0,42,0,16,10,521.0,11.0,1,generator_only,2
2041,referral_hospital,O2_0006,rural,272,1,1,1,1,oxygen_concentrator,5,1,2.1,1,4,5,15,0,1,1,1,1,1,0,not_applicable,2022,6,41,pneumonia_child,33,8,1,4,0,827.0,2.0,1,grid_reliable,2
2042,referral_hospital,O2_0068,rural,316,1,1,1,1,LOX_bulk_tank,5,3,0.8,1,8,5,4,0,1,1,1,1,0,0,not_applicable,2023,5,32,neonatal_respiratory,18,14,1,3,0,760.0,19.0,0,solar,1
2043,referral_hospital,O2_0037,urban,271,1,1,1,1,LOX_bulk_tank,0,0,3.0,1,6,5,2,0,1,1,1,1,1,0,not_applicable,2023,10,40,COPD_exacerbation,40,0,0,0,0,556.0,14.0,1,grid_unreliable,4
2044,referral_hospital,O2_0003,peri_urban,213,1,1,1,1,cylinder_piped,0,0,8.5,1,16,7,8,0,1,1,0,1,1,0,not_applicable,2022,9,48,pneumonia_adult,31,17,1,7,0,716.0,35.0,1,solar,1
2045,referral_hospital,O2_0199,rural,205,1,1,1,1,cylinder_piped,0,0,1.7,1,14,4,6,0,1,1,1,0,0,15,demand_surge,2024,7,41,COPD_exacerbation,0,41,0,15,1,632.0,8.0,1,grid_unreliable,13
2046,referral_hospital,O2_0027,peri_urban,184,1,1,1,1,LOX_bulk_tank,0,0,2.1,1,7,10,2,0,1,1,0,1,1,0,not_applicable,2024,6,46,trauma,45,1,1,0,0,658.0,5.0,1,grid_reliable,4
2047,referral_hospital,O2_0066,urban,258,1,1,1,1,oxygen_concentrator,10,10,0.2,1,10,2,11,0,1,1,1,1,1,0,not_applicable,2024,7,39,other_hypoxemia,29,10,0,5,0,741.0,13.0,1,grid_unreliable,1
2048,referral_hospital,O2_0192,peri_urban,247,1,1,1,1,LOX_bulk_tank,0,0,1.2,1,9,3,7,0,1,1,1,1,1,0,not_applicable,2021,4,37,other_hypoxemia,37,0,1,0,0,712.0,43.0,1,grid_unreliable,2
2049,referral_hospital,O2_0122,urban,342,1,1,1,1,cylinder_piped,0,0,0.4,1,12,6,1,0,1,0,0,1,1,0,not_applicable,2023,8,28,COVID19_severe,20,8,1,2,0,748.0,29.0,1,grid_reliable,0
2050,referral_hospital,O2_0076,urban,241,1,1,1,1,oxygen_concentrator,8,7,2.5,1,12,7,3,0,1,1,1,1,1,0,not_applicable,2023,3,37,sepsis,37,0,1,0,0,969.0,35.0,1,grid_reliable,3
2051,referral_hospital,O2_0137,peri_urban,239,1,1,1,1,PSA_plant_onsite,0,0,0.3,1,11,5,2,0,1,1,1,1,1,0,not_applicable,2021,5,40,pneumonia_child,28,12,1,3,0,800.0,16.0,1,generator_only,4
2052,referral_hospital,O2_0059,urban,285,1,1,1,1,PSA_plant_onsite,0,0,4.9,1,8,6,4,0,1,1,1,1,0,0,not_applicable,2022,6,44,surgical_anaesthesia,32,12,1,1,0,944.0,22.0,1,grid_reliable,2
2053,referral_hospital,O2_0118,urban,224,1,1,1,1,PSA_plant_onsite,0,0,1.2,1,7,8,9,0,1,1,1,1,0,0,not_applicable,2024,5,54,severe_malaria,50,4,1,1,0,736.0,24.0,1,grid_reliable,6
2054,referral_hospital,O2_0080,peri_urban,292,1,1,1,1,PSA_plant_onsite,0,0,0.0,1,9,4,1,0,1,1,1,1,1,0,not_applicable,2024,11,46,sepsis,42,4,1,3,0,768.0,4.0,1,grid_reliable,1
2055,referral_hospital,O2_0175,peri_urban,235,1,1,1,1,LOX_bulk_tank,0,0,1.4,1,15,3,0,0,1,0,0,1,1,0,not_applicable,2024,1,31,COPD_exacerbation,20,11,1,7,0,433.0,12.0,1,solar,0
2056,referral_hospital,O2_0016,peri_urban,298,1,1,1,1,PSA_plant_onsite,0,0,4.3,1,14,3,0,1,1,1,0,1,1,0,not_applicable,2022,6,36,sepsis,33,3,1,1,0,751.0,2.0,1,grid_unreliable,6
2057,referral_hospital,O2_0071,rural,281,1,1,1,1,LOX_bulk_tank,0,0,1.9,1,12,4,1,0,1,1,1,1,1,0,not_applicable,2023,8,40,neonatal_respiratory,36,4,0,1,0,613.0,38.0,1,grid_unreliable,1
2058,referral_hospital,O2_0075,peri_urban,305,1,1,1,1,oxygen_concentrator,7,4,1.0,1,8,4,0,0,1,0,0,1,1,0,not_applicable,2024,4,34,neonatal_respiratory,29,5,1,0,0,1028.0,0.0,1,grid_reliable,2
2059,referral_hospital,O2_0119,urban,249,1,1,1,1,LOX_bulk_tank,0,0,0.0,1,16,4,1,0,1,1,1,1,1,0,not_applicable,2021,1,33,pneumonia_adult,13,20,1,6,0,774.0,8.0,1,grid_reliable,8
2060,referral_hospital,O2_0184,urban,257,1,1,1,1,PSA_plant_onsite,6,2,4.9,1,5,6,12,0,1,0,0,1,1,0,not_applicable,2023,7,30,severe_malaria,22,8,1,5,0,933.0,7.0,1,grid_unreliable,0
2061,referral_hospital,O2_0017,urban,244,1,1,1,1,LOX_bulk_tank,0,0,7.5,1,5,5,1,0,1,1,0,1,1,0,not_applicable,2023,9,29,pneumonia_child,16,13,1,8,0,799.0,35.0,1,grid_unreliable,5
2062,referral_hospital,O2_0166,peri_urban,251,1,1,1,1,PSA_plant_onsite,0,0,5.1,1,9,8,7,1,1,1,0,1,1,0,not_applicable,2022,6,37,COVID19_severe,26,11,1,6,0,728.0,5.0,1,grid_reliable,1
2063,referral_hospital,O2_0040,urban,229,1,1,1,1,LOX_bulk_tank,0,0,3.2,1,10,4,14,0,1,1,0,1,0,0,not_applicable,2024,11,30,COPD_exacerbation,21,9,1,3,0,930.0,24.0,1,grid_unreliable,3
2064,referral_hospital,O2_0164,peri_urban,293,1,1,1,1,LOX_bulk_tank,0,0,3.2,1,9,5,7,0,1,1,0,0,0,30,concentrator_malfunction,2024,5,37,sepsis,0,37,0,14,13,900.0,14.0,1,grid_reliable,1
2065,referral_hospital,O2_0099,rural,255,1,1,1,1,oxygen_concentrator,6,5,0.1,1,8,7,3,0,1,1,0,1,0,0,not_applicable,2021,8,37,pneumonia_child,26,11,1,9,0,885.0,6.0,1,grid_reliable,9
2066,referral_hospital,O2_0108,peri_urban,285,1,1,1,1,cylinder_piped,0,0,10.8,1,9,3,6,0,1,1,1,1,1,0,not_applicable,2023,1,29,pneumonia_child,26,3,1,0,0,991.0,17.0,0,grid_unreliable,0
2067,referral_hospital,O2_0081,urban,212,1,1,1,1,oxygen_concentrator,3,3,0.1,1,15,3,0,0,1,1,1,0,0,8,funding_for_refill,2024,10,44,trauma,0,44,0,15,15,935.0,26.0,0,grid_reliable,4
2068,referral_hospital,O2_0163,peri_urban,254,1,1,1,1,oxygen_concentrator,7,3,5.7,1,9,3,6,0,1,1,1,1,1,0,not_applicable,2023,5,39,pneumonia_child,33,6,1,4,0,557.0,0.0,1,solar,7
2069,referral_hospital,O2_0174,urban,335,1,1,1,1,PSA_plant_onsite,8,4,0.6,1,3,3,0,0,1,1,1,1,1,0,not_applicable,2023,5,50,heart_failure,41,9,1,3,0,907.0,27.0,1,grid_unreliable,0
2070,referral_hospital,O2_0073,urban,218,1,1,1,1,oxygen_concentrator,8,7,2.3,1,10,3,0,0,1,1,1,1,1,0,not_applicable,2021,9,38,pneumonia_adult,31,7,0,0,0,837.0,7.0,1,grid_reliable,1
2071,referral_hospital,O2_0051,peri_urban,287,1,1,1,1,PSA_plant_onsite,0,0,4.1,1,5,3,1,1,1,1,0,0,0,2,PSA_plant_breakdown,2024,1,37,pneumonia_adult,0,37,0,13,11,862.0,68.0,1,generator_only,1
2072,referral_hospital,O2_0189,rural,214,1,1,1,1,LOX_bulk_tank,0,0,1.5,1,10,1,4,0,1,0,0,1,1,0,not_applicable,2023,5,47,pneumonia_adult,36,11,1,4,0,909.0,42.0,1,solar,10
2073,referral_hospital,O2_0109,peri_urban,247,1,1,1,1,oxygen_concentrator,6,4,0.7,1,7,6,4,0,1,0,0,0,0,17,empty_cylinders_not_collected,2024,2,32,severe_malaria,0,32,0,12,10,786.0,12.0,1,grid_unreliable,0
2074,referral_hospital,O2_0010,rural,219,1,1,1,1,LOX_bulk_tank,0,0,5.7,1,8,2,5,0,1,0,0,1,0,0,not_applicable,2021,12,32,surgical_anaesthesia,32,0,0,0,0,807.0,10.0,1,grid_unreliable,1
2075,referral_hospital,O2_0110,urban,278,1,1,1,1,cylinder_piped,0,0,4.9,1,9,1,4,0,1,0,0,1,0,0,not_applicable,2021,11,33,pneumonia_adult,21,12,1,5,0,630.0,2.0,1,generator_only,5
2076,referral_hospital,O2_0197,rural,248,1,1,1,1,cylinder_piped,0,0,3.8,1,11,5,2,0,1,0,0,1,1,0,not_applicable,2024,7,42,pneumonia_adult,42,0,1,0,0,754.0,52.0,1,generator_only,2
2077,referral_hospital,O2_0080,urban,231,1,1,1,1,cylinder_piped,0,0,0.3,1,10,2,1,0,1,1,1,1,1,0,not_applicable,2021,5,43,surgical_anaesthesia,43,0,0,0,0,902.0,4.0,0,grid_reliable,3
2078,referral_hospital,O2_0090,urban,231,1,1,1,1,LOX_bulk_tank,5,4,1.7,1,5,3,16,0,1,1,1,0,0,9,power_outage,2022,3,48,COVID19_severe,0,48,0,19,16,1040.0,1.0,1,grid_reliable,1
2079,referral_hospital,O2_0020,urban,237,1,1,1,1,oxygen_concentrator,5,4,2.4,1,9,5,14,0,1,1,1,1,1,0,not_applicable,2021,5,41,other_hypoxemia,32,9,1,4,0,1044.0,14.0,1,generator_only,1
2080,referral_hospital,O2_0153,peri_urban,241,1,1,1,1,PSA_plant_onsite,0,0,5.7,1,3,5,0,1,1,0,0,0,0,10,cylinder_delivery_delay,2023,11,35,pneumonia_child,0,35,0,14,10,962.0,11.0,1,grid_reliable,6
2081,referral_hospital,O2_0188,urban,304,1,1,1,1,LOX_bulk_tank,0,0,3.2,1,7,4,1,0,1,1,1,0,0,15,piping_system_leak,2024,8,40,pneumonia_child,0,40,0,12,0,752.0,13.0,0,grid_reliable,12
2082,referral_hospital,O2_0017,peri_urban,264,1,1,1,1,oxygen_concentrator,6,2,2.2,1,12,4,0,0,1,1,0,0,0,30,PSA_plant_breakdown,2022,10,39,pneumonia_child,0,39,0,19,17,741.0,23.0,0,generator_only,1
2083,referral_hospital,O2_0028,rural,293,1,1,1,1,cylinder_piped,0,0,3.0,1,10,3,9,0,1,1,0,0,0,18,power_outage,2024,9,37,trauma,0,37,0,15,8,661.0,21.0,1,grid_unreliable,0
2084,referral_hospital,O2_0076,peri_urban,298,1,1,1,1,LOX_bulk_tank,0,0,3.7,1,4,11,2,0,1,0,0,1,1,0,not_applicable,2022,5,44,COVID19_severe,39,5,1,0,0,455.0,23.0,1,generator_only,1
2085,referral_hospital,O2_0134,urban,254,1,1,1,1,LOX_bulk_tank,0,0,1.5,1,12,4,2,0,1,0,0,1,1,0,not_applicable,2022,10,43,asthma_severe,26,17,1,5,0,959.0,13.0,1,generator_only,0
2086,referral_hospital,O2_0034,urban,305,1,1,1,1,oxygen_concentrator,12,6,9.9,1,15,11,2,0,1,1,1,0,0,19,PSA_plant_breakdown,2021,1,44,asthma_severe,0,44,0,19,13,680.0,70.0,1,grid_reliable,3
2087,referral_hospital,O2_0165,urban,286,1,1,1,1,cylinder_portable,0,0,0.4,1,13,5,0,0,1,1,1,0,0,16,demand_surge,2022,1,35,surgical_anaesthesia,0,35,0,13,14,793.0,27.0,1,grid_reliable,8
2088,referral_hospital,O2_0027,urban,286,1,1,1,1,LOX_bulk_tank,0,0,3.8,1,6,6,5,0,1,1,0,1,1,0,not_applicable,2022,12,37,COPD_exacerbation,27,10,1,2,0,529.0,5.0,1,grid_unreliable,1
2089,referral_hospital,O2_0030,peri_urban,227,1,1,1,1,cylinder_piped,0,0,7.5,1,8,8,1,0,1,1,1,1,1,0,not_applicable,2022,3,39,pneumonia_adult,31,8,1,0,0,750.0,11.0,0,grid_reliable,6
2090,referral_hospital,O2_0001,peri_urban,289,1,1,1,1,cylinder_portable,0,0,3.8,1,8,5,0,0,1,1,0,1,1,14,piping_system_leak,2023,5,38,severe_malaria,20,18,1,7,0,676.0,3.0,1,solar,1
2091,referral_hospital,O2_0006,urban,201,1,1,1,1,oxygen_concentrator,4,2,1.9,1,13,4,2,0,1,1,1,1,1,0,not_applicable,2022,5,44,neonatal_respiratory,32,12,0,8,0,808.0,9.0,1,none,9
2092,referral_hospital,O2_0192,urban,307,1,1,1,1,PSA_plant_onsite,0,0,3.7,1,10,6,1,0,1,1,1,0,0,3,funding_for_refill,2024,1,36,pneumonia_child,0,36,0,10,17,812.0,7.0,0,grid_unreliable,8
2093,referral_hospital,O2_0109,urban,240,1,1,1,1,cylinder_portable,5,3,0.8,1,10,9,1,0,1,1,1,1,1,0,not_applicable,2022,12,52,COVID19_severe,43,9,1,2,0,609.0,25.0,1,grid_reliable,18
2094,referral_hospital,O2_0006,peri_urban,247,1,1,1,1,cylinder_portable,5,3,4.3,1,11,7,9,0,1,1,1,1,0,0,not_applicable,2022,12,35,COVID19_severe,35,0,1,0,0,1178.0,13.0,1,grid_unreliable,0
2095,referral_hospital,O2_0152,rural,301,1,1,1,1,oxygen_concentrator,5,3,4.8,1,9,2,1,0,1,1,1,1,0,5,PSA_plant_breakdown,2021,8,38,neonatal_respiratory,32,6,1,3,0,762.0,18.0,1,none,2
2096,referral_hospital,O2_0068,urban,186,1,1,1,1,PSA_plant_onsite,5,4,4.4,1,10,5,0,0,1,1,1,1,1,0,not_applicable,2022,10,39,asthma_severe,26,13,1,7,0,563.0,0.0,0,grid_reliable,3
2097,referral_hospital,O2_0120,rural,258,1,1,1,1,cylinder_piped,0,0,12.4,1,6,5,0,0,1,1,0,1,1,0,not_applicable,2022,4,42,surgical_anaesthesia,40,2,1,0,0,1070.0,32.0,1,none,8
2098,referral_hospital,O2_0124,rural,198,1,1,1,1,LOX_bulk_tank,4,3,11.2,1,14,5,9,0,1,1,1,1,1,0,not_applicable,2022,9,44,pneumonia_child,28,16,0,7,0,802.0,29.0,1,grid_reliable,4
2099,referral_hospital,O2_0153,urban,198,1,1,1,1,LOX_bulk_tank,0,0,2.9,1,12,4,1,0,1,1,1,1,1,0,not_applicable,2023,9,43,neonatal_respiratory,33,10,1,1,0,888.0,20.0,1,grid_reliable,14
2100,referral_hospital,O2_0014,urban,236,1,1,1,1,cylinder_portable,1,0,1.6,1,7,2,1,0,1,1,0,1,1,0,not_applicable,2023,5,48,COVID19_severe,31,17,0,4,0,904.0,30.0,1,grid_reliable,9
2101,referral_hospital,O2_0080,rural,203,1,1,1,1,LOX_bulk_tank,0,0,2.3,1,7,10,1,0,1,1,1,1,1,7,empty_cylinders_not_collected,2021,2,33,pneumonia_adult,26,7,0,2,0,775.0,13.0,0,grid_unreliable,4
2102,referral_hospital,O2_0080,urban,234,1,1,1,1,LOX_bulk_tank,0,0,0.8,1,14,2,4,0,1,1,1,1,1,0,not_applicable,2024,12,36,COVID19_severe,28,8,1,2,0,834.0,23.0,1,grid_reliable,8
2103,referral_hospital,O2_0015,rural,287,1,1,1,1,cylinder_piped,0,0,8.6,1,8,2,1,0,1,1,0,0,0,18,cylinder_delivery_delay,2024,3,36,surgical_anaesthesia,0,36,0,9,10,799.0,26.0,1,solar,4
2104,referral_hospital,O2_0143,urban,285,1,1,1,1,cylinder_piped,0,0,2.8,1,5,7,7,0,1,1,0,1,1,0,not_applicable,2023,1,36,severe_malaria,26,10,1,3,0,950.0,4.0,1,grid_unreliable,1
2105,referral_hospital,O2_0165,urban,256,1,1,1,1,cylinder_portable,0,0,2.9,1,11,2,6,0,1,1,1,1,1,0,not_applicable,2022,10,40,COPD_exacerbation,31,9,0,4,0,740.0,28.0,1,grid_reliable,1
2106,referral_hospital,O2_0086,peri_urban,213,1,1,1,1,PSA_plant_onsite,0,0,0.7,1,7,3,1,0,1,1,1,1,1,3,PSA_plant_breakdown,2022,2,48,trauma,37,11,1,7,0,916.0,1.0,1,grid_unreliable,8
2107,referral_hospital,O2_0126,urban,271,1,1,1,1,LOX_bulk_tank,0,0,2.7,1,10,3,4,0,1,0,0,1,1,0,not_applicable,2023,2,41,other_hypoxemia,35,6,1,1,0,812.0,3.0,1,grid_unreliable,14
2108,referral_hospital,O2_0063,peri_urban,253,1,1,1,1,LOX_bulk_tank,0,0,3.3,1,8,4,5,0,1,1,0,1,1,5,cylinder_delivery_delay,2023,8,40,pneumonia_child,34,6,1,4,0,709.0,3.0,1,none,0
2109,referral_hospital,O2_0155,urban,242,1,1,1,1,cylinder_piped,0,0,3.2,1,15,3,4,0,1,1,0,1,1,0,not_applicable,2022,1,44,surgical_anaesthesia,33,11,1,2,0,885.0,6.0,1,generator_only,0
2110,referral_hospital,O2_0192,rural,283,1,1,1,1,LOX_bulk_tank,0,0,1.9,1,6,3,10,0,1,1,1,1,0,1,PSA_plant_breakdown,2023,1,31,trauma,22,9,1,3,0,1058.0,6.0,1,solar,9
2111,referral_hospital,O2_0068,rural,200,1,1,1,1,oxygen_concentrator,8,7,0.1,1,12,3,2,0,1,1,1,0,0,4,cylinder_delivery_delay,2024,4,33,pneumonia_child,0,33,0,12,8,990.0,11.0,1,grid_unreliable,6
2112,referral_hospital,O2_0133,urban,253,1,1,1,1,LOX_bulk_tank,0,0,2.9,1,12,5,0,0,1,1,1,1,1,9,power_outage,2024,11,44,pneumonia_child,33,11,1,2,0,901.0,42.0,1,generator_only,0
2113,referral_hospital,O2_0145,urban,199,1,1,1,1,LOX_bulk_tank,3,2,13.2,1,5,6,4,0,1,1,0,1,1,2,no_oxygen_source,2023,9,32,neonatal_respiratory,24,8,1,5,0,580.0,34.0,1,grid_reliable,10
2114,referral_hospital,O2_0143,peri_urban,296,1,1,1,1,cylinder_piped,0,0,8.4,1,12,4,6,0,1,1,1,1,1,0,not_applicable,2021,4,44,severe_malaria,30,14,1,4,0,914.0,29.0,1,generator_only,5
2115,referral_hospital,O2_0197,urban,160,1,1,1,1,LOX_bulk_tank,0,0,2.9,1,10,1,1,0,1,1,1,1,1,0,not_applicable,2021,3,40,sepsis,33,7,1,2,0,898.0,4.0,0,grid_reliable,7
2116,referral_hospital,O2_0070,urban,241,1,1,1,1,LOX_bulk_tank,4,3,10.3,1,9,6,10,0,1,1,1,1,1,0,not_applicable,2022,2,40,severe_malaria,36,4,1,0,0,905.0,10.0,1,grid_reliable,1
2117,referral_hospital,O2_0133,urban,181,1,1,1,1,oxygen_concentrator,7,5,0.6,1,12,6,2,0,1,0,0,1,0,0,not_applicable,2023,8,41,pneumonia_child,28,13,1,3,0,742.0,22.0,1,grid_reliable,7
2118,referral_hospital,O2_0113,peri_urban,263,1,1,1,1,PSA_plant_onsite,0,0,4.1,1,7,5,0,1,1,0,0,1,0,0,not_applicable,2024,11,39,severe_malaria,30,9,1,6,0,704.0,4.0,1,grid_reliable,0
2119,referral_hospital,O2_0176,urban,241,1,1,1,1,cylinder_piped,8,5,3.1,1,10,6,2,0,1,0,0,1,1,8,cylinder_delivery_delay,2021,10,53,COVID19_severe,33,20,1,8,0,727.0,11.0,1,generator_only,3
2120,referral_hospital,O2_0100,rural,204,1,1,1,1,oxygen_concentrator,8,7,0.6,1,6,4,22,0,1,1,1,0,0,3,PSA_plant_breakdown,2024,10,29,neonatal_respiratory,0,29,0,11,0,641.0,16.0,1,grid_unreliable,6
2121,referral_hospital,O2_0031,peri_urban,283,1,1,1,1,cylinder_piped,0,0,0.5,1,6,4,22,0,1,1,1,1,1,3,demand_surge,2021,12,41,pneumonia_child,27,14,1,5,0,769.0,5.0,1,grid_reliable,5
2122,referral_hospital,O2_0039,peri_urban,303,1,1,1,1,LOX_bulk_tank,0,0,1.8,1,8,4,2,0,1,0,0,1,1,5,piping_system_leak,2024,7,46,COVID19_severe,41,5,1,2,0,937.0,12.0,0,grid_reliable,0
2123,referral_hospital,O2_0196,peri_urban,342,1,1,1,1,cylinder_piped,0,0,0.7,1,3,6,10,0,1,1,0,1,1,0,not_applicable,2023,2,44,other_hypoxemia,39,5,0,0,0,823.0,8.0,1,grid_reliable,3
2124,referral_hospital,O2_0133,rural,310,1,1,1,1,LOX_bulk_tank,3,1,1.8,1,14,5,8,0,1,0,0,1,1,0,not_applicable,2024,1,43,surgical_anaesthesia,33,10,1,5,0,590.0,0.0,1,grid_reliable,4
2125,referral_hospital,O2_0014,rural,323,1,1,1,1,oxygen_concentrator,3,2,3.7,1,9,5,2,0,1,1,0,0,0,1,supplier_stockout,2024,3,33,COVID19_severe,0,33,0,9,10,721.0,15.0,1,grid_unreliable,0
2126,referral_hospital,O2_0097,urban,243,1,1,1,1,oxygen_concentrator,4,4,0.9,1,12,4,9,0,1,1,1,1,0,0,not_applicable,2023,7,44,COPD_exacerbation,32,12,1,4,0,955.0,5.0,1,grid_unreliable,1
2127,referral_hospital,O2_0170,rural,222,1,1,1,1,cylinder_piped,0,0,2.3,1,12,6,3,0,1,1,1,0,0,14,PSA_plant_breakdown,2024,8,32,other_hypoxemia,0,32,0,8,13,877.0,16.0,1,generator_only,15
2128,referral_hospital,O2_0120,urban,266,1,1,1,1,LOX_bulk_tank,8,5,0.4,1,9,1,4,0,1,1,1,1,1,0,not_applicable,2022,9,41,surgical_anaesthesia,34,7,1,2,0,918.0,38.0,1,grid_reliable,14
2129,referral_hospital,O2_0165,urban,204,1,1,1,1,LOX_bulk_tank,0,0,5.9,1,10,4,2,0,1,1,1,1,0,7,empty_cylinders_not_collected,2021,10,29,other_hypoxemia,27,2,1,0,0,875.0,35.0,0,solar,11
2130,referral_hospital,O2_0023,peri_urban,192,1,1,1,1,PSA_plant_onsite,0,0,6.9,1,13,7,2,1,1,1,0,0,0,8,PSA_plant_breakdown,2021,1,36,surgical_anaesthesia,0,36,0,15,6,1083.0,1.0,1,generator_only,13
2131,referral_hospital,O2_0109,urban,226,1,1,1,1,cylinder_piped,0,0,3.0,1,10,9,1,0,1,1,0,1,1,0,not_applicable,2023,8,36,pneumonia_child,27,9,1,3,0,745.0,10.0,1,grid_reliable,1
2132,referral_hospital,O2_0004,peri_urban,201,1,1,1,1,oxygen_concentrator,5,4,0.3,1,9,6,4,0,1,0,0,1,1,0,not_applicable,2024,3,36,neonatal_respiratory,24,12,1,5,0,701.0,41.0,1,grid_unreliable,0
2133,referral_hospital,O2_0062,peri_urban,223,1,1,1,1,LOX_bulk_tank,3,2,1.2,1,12,4,2,0,1,1,1,1,1,15,no_oxygen_source,2022,12,46,neonatal_respiratory,39,7,1,2,0,783.0,45.0,1,grid_reliable,9
2134,referral_hospital,O2_0029,rural,210,1,1,1,1,LOX_bulk_tank,0,0,0.7,1,8,7,5,0,1,1,0,1,1,0,not_applicable,2021,2,34,COVID19_severe,31,3,0,0,0,745.0,22.0,1,grid_unreliable,4
2135,referral_hospital,O2_0042,rural,254,1,1,1,1,oxygen_concentrator,3,2,0.7,1,6,5,10,0,1,1,1,1,1,0,not_applicable,2024,2,55,pneumonia_adult,43,12,1,3,0,877.0,1.0,1,none,1
2136,referral_hospital,O2_0022,urban,320,1,1,1,1,oxygen_concentrator,8,5,0.2,1,10,3,5,0,1,1,1,1,1,5,no_oxygen_source,2022,3,50,sepsis,39,11,1,4,0,597.0,6.0,1,grid_unreliable,3
2137,referral_hospital,O2_0019,urban,182,1,1,1,1,LOX_bulk_tank,0,0,2.5,1,10,3,2,0,1,0,0,1,0,0,not_applicable,2021,2,39,pneumonia_adult,25,14,1,5,0,895.0,8.0,1,grid_reliable,2
2138,referral_hospital,O2_0169,urban,230,1,1,1,1,LOX_bulk_tank,7,6,1.5,1,11,10,2,0,1,1,0,0,0,5,PSA_plant_breakdown,2024,6,41,pneumonia_child,0,41,0,14,8,820.0,7.0,0,grid_reliable,7
2139,referral_hospital,O2_0145,urban,234,1,1,1,1,cylinder_piped,0,0,1.9,1,12,4,0,0,1,1,1,1,1,0,not_applicable,2022,7,37,COVID19_severe,30,7,1,3,0,698.0,11.0,1,generator_only,0
2140,referral_hospital,O2_0055,urban,176,1,1,1,1,PSA_plant_onsite,0,0,0.5,1,10,2,11,1,1,1,0,1,1,2,piping_system_leak,2022,9,38,neonatal_respiratory,21,17,0,6,0,802.0,1.0,1,solar,26
2141,referral_hospital,O2_0066,rural,320,1,1,1,1,oxygen_concentrator,5,3,1.7,1,13,10,0,0,1,0,0,1,1,0,not_applicable,2023,2,41,sepsis,39,2,1,1,0,790.0,1.0,1,grid_reliable,7
2142,referral_hospital,O2_0055,rural,162,1,1,1,1,PSA_plant_onsite,0,0,2.6,1,4,5,3,0,1,1,1,1,1,0,not_applicable,2023,11,47,pneumonia_child,45,2,0,0,0,878.0,10.0,1,solar,3
2143,referral_hospital,O2_0076,peri_urban,233,1,1,1,1,LOX_bulk_tank,0,0,0.5,1,9,4,9,0,1,1,1,0,0,30,piping_system_leak,2023,2,35,pneumonia_adult,0,35,0,14,17,691.0,15.0,0,grid_reliable,0
2144,referral_hospital,O2_0051,rural,232,1,1,1,1,LOX_bulk_tank,0,0,2.4,1,9,5,7,0,1,1,0,1,1,0,not_applicable,2024,10,35,trauma,30,5,0,1,0,696.0,1.0,1,generator_only,6
2145,referral_hospital,O2_0094,urban,258,1,1,1,1,PSA_plant_onsite,0,0,0.5,1,12,6,18,1,1,1,1,1,1,0,not_applicable,2023,10,46,neonatal_respiratory,45,1,0,0,0,830.0,22.0,1,grid_reliable,0
2146,referral_hospital,O2_0066,peri_urban,220,1,1,1,1,LOX_bulk_tank,4,2,0.6,1,10,6,6,0,1,1,0,1,0,0,not_applicable,2022,3,49,COPD_exacerbation,39,10,1,2,0,858.0,27.0,1,generator_only,9
2147,referral_hospital,O2_0053,peri_urban,285,1,1,1,1,LOX_bulk_tank,0,0,6.8,1,13,5,2,0,1,1,0,0,0,7,demand_surge,2023,4,38,other_hypoxemia,0,38,0,12,18,574.0,13.0,1,grid_reliable,7
2148,referral_hospital,O2_0034,urban,246,1,1,1,1,PSA_plant_onsite,0,0,2.6,1,14,2,12,1,1,1,1,0,0,2,concentrator_malfunction,2023,8,49,COVID19_severe,0,49,0,15,15,844.0,1.0,1,grid_unreliable,5
2149,referral_hospital,O2_0182,urban,250,1,1,1,1,LOX_bulk_tank,8,5,0.8,1,6,4,1,0,1,0,0,1,1,0,not_applicable,2024,8,46,COPD_exacerbation,33,13,1,4,0,809.0,1.0,1,grid_reliable,2
2150,referral_hospital,O2_0081,peri_urban,229,1,1,1,1,PSA_plant_onsite,0,0,2.0,1,8,1,2,0,1,1,1,1,1,0,not_applicable,2024,4,38,pneumonia_adult,28,10,1,3,0,896.0,3.0,1,grid_reliable,4
2151,referral_hospital,O2_0123,urban,245,1,1,1,1,PSA_plant_onsite,0,0,1.2,1,11,3,4,1,1,1,1,1,1,0,not_applicable,2023,3,42,pneumonia_adult,42,0,1,0,0,759.0,13.0,1,grid_reliable,6
2152,referral_hospital,O2_0126,rural,228,1,1,1,1,PSA_plant_onsite,0,0,4.3,1,7,5,8,0,1,1,1,1,1,0,not_applicable,2023,6,35,neonatal_respiratory,21,14,0,6,0,978.0,2.0,1,grid_reliable,9
2153,referral_hospital,O2_0055,peri_urban,263,1,1,1,1,LOX_bulk_tank,0,0,8.6,1,14,5,1,0,1,1,1,1,1,0,not_applicable,2024,9,41,asthma_severe,28,13,1,4,0,564.0,53.0,1,grid_unreliable,2
2154,referral_hospital,O2_0094,peri_urban,202,1,1,1,1,LOX_bulk_tank,0,0,5.2,1,11,5,15,0,1,1,1,1,1,9,supplier_stockout,2023,12,42,trauma,39,3,0,0,0,1028.0,4.0,1,grid_unreliable,11
2155,referral_hospital,O2_0014,urban,200,1,1,1,1,oxygen_concentrator,5,4,8.0,1,8,5,18,0,1,1,1,1,1,0,not_applicable,2023,8,52,COVID19_severe,35,17,1,7,0,882.0,3.0,1,grid_unreliable,8
2156,referral_hospital,O2_0197,urban,263,1,1,1,1,PSA_plant_onsite,3,1,0.4,1,7,0,1,0,1,1,1,1,1,0,not_applicable,2021,7,40,COVID19_severe,29,11,1,2,0,688.0,15.0,0,solar,2
2157,referral_hospital,O2_0056,urban,260,1,1,1,1,PSA_plant_onsite,0,0,0.8,1,9,5,6,1,1,1,1,1,1,0,not_applicable,2023,6,43,surgical_anaesthesia,39,4,0,2,0,863.0,24.0,1,generator_only,7
2158,referral_hospital,O2_0130,urban,277,1,1,1,1,LOX_bulk_tank,0,0,1.2,1,9,5,1,0,1,1,0,1,1,0,not_applicable,2024,4,31,severe_malaria,22,9,0,2,0,815.0,8.0,1,grid_reliable,7
2159,referral_hospital,O2_0030,peri_urban,238,1,1,1,1,oxygen_concentrator,2,1,1.0,1,13,6,1,0,1,1,1,1,1,0,not_applicable,2022,1,35,pneumonia_adult,13,22,1,12,0,977.0,111.0,1,grid_unreliable,3
2160,referral_hospital,O2_0014,urban,258,1,1,1,1,cylinder_portable,0,0,2.5,1,8,3,10,0,1,1,0,1,1,0,not_applicable,2024,11,49,other_hypoxemia,27,22,1,7,0,887.0,24.0,0,generator_only,9
2161,referral_hospital,O2_0043,peri_urban,245,1,1,1,1,LOX_bulk_tank,0,0,1.8,1,10,5,5,0,1,1,1,1,0,2,concentrator_malfunction,2023,3,41,pneumonia_child,35,6,1,2,0,836.0,23.0,1,grid_unreliable,0
2162,referral_hospital,O2_0164,urban,221,1,1,1,1,LOX_bulk_tank,0,0,3.3,1,8,5,2,0,1,1,1,1,1,0,not_applicable,2024,5,37,heart_failure,28,9,1,2,0,952.0,7.0,1,solar,0
2163,referral_hospital,O2_0080,peri_urban,214,1,1,1,1,oxygen_concentrator,9,8,0.8,1,10,3,4,0,1,1,1,1,1,5,PSA_plant_breakdown,2023,3,32,asthma_severe,24,8,1,4,0,621.0,4.0,1,grid_unreliable,0
2164,referral_hospital,O2_0106,urban,204,1,1,1,1,PSA_plant_onsite,0,0,1.3,1,13,2,4,1,1,1,0,1,1,0,not_applicable,2024,11,40,pneumonia_child,34,6,1,3,0,894.0,24.0,1,grid_reliable,1
2165,referral_hospital,O2_0073,urban,267,1,1,1,1,cylinder_piped,7,3,0.2,1,8,6,2,0,1,1,1,0,0,9,concentrator_malfunction,2023,7,32,COVID19_severe,0,32,0,12,8,627.0,5.0,1,grid_reliable,8
2166,referral_hospital,O2_0142,peri_urban,261,1,1,1,1,oxygen_concentrator,6,6,4.5,1,17,6,9,0,1,1,1,0,0,15,power_outage,2021,3,54,other_hypoxemia,0,54,0,22,15,810.0,14.0,1,grid_unreliable,6
2167,referral_hospital,O2_0053,urban,256,1,1,1,1,oxygen_concentrator,6,5,3.5,1,6,4,4,0,1,1,0,0,0,26,demand_surge,2023,5,42,asthma_severe,0,42,0,13,16,861.0,3.0,1,grid_unreliable,2
2168,referral_hospital,O2_0088,urban,290,1,1,1,1,cylinder_piped,0,0,6.2,1,8,4,0,0,1,1,1,1,0,0,not_applicable,2023,11,44,pneumonia_child,15,29,0,13,0,795.0,1.0,1,solar,20
2169,referral_hospital,O2_0079,peri_urban,260,1,1,1,1,oxygen_concentrator,1,0,7.8,1,11,1,1,0,1,1,0,1,1,4,PSA_plant_breakdown,2024,6,44,pneumonia_adult,39,5,1,1,0,827.0,0.0,1,grid_unreliable,0
2170,referral_hospital,O2_0075,peri_urban,283,1,1,1,1,LOX_bulk_tank,0,0,0.6,1,9,3,8,0,1,1,1,0,0,10,PSA_plant_breakdown,2022,11,34,trauma,0,34,0,10,8,1016.0,3.0,1,grid_reliable,1
2171,referral_hospital,O2_0188,urban,276,1,1,1,1,LOX_bulk_tank,0,0,0.8,1,16,7,0,0,1,1,1,1,1,0,not_applicable,2022,4,51,heart_failure,44,7,0,3,0,779.0,55.0,1,grid_reliable,10
2172,referral_hospital,O2_0100,urban,274,1,1,1,1,cylinder_piped,0,0,6.4,1,13,4,4,0,1,1,0,1,1,3,power_outage,2023,6,47,other_hypoxemia,37,10,1,5,0,745.0,28.0,1,generator_only,1
2173,referral_hospital,O2_0148,peri_urban,236,1,1,1,1,cylinder_piped,0,0,15.2,1,7,5,7,0,1,0,0,0,0,30,demand_surge,2021,6,42,COVID19_severe,0,42,0,18,19,1029.0,0.0,1,grid_reliable,3
2174,referral_hospital,O2_0192,peri_urban,194,1,1,1,1,oxygen_concentrator,6,5,1.5,1,8,3,1,0,1,1,0,1,1,0,not_applicable,2022,9,43,pneumonia_adult,30,13,1,5,0,892.0,3.0,1,grid_unreliable,0
2175,referral_hospital,O2_0007,urban,316,1,1,1,1,oxygen_concentrator,12,7,0.2,1,7,8,0,0,1,0,0,1,1,0,not_applicable,2023,8,42,heart_failure,35,7,0,4,0,815.0,19.0,1,grid_unreliable,0
2176,referral_hospital,O2_0073,peri_urban,244,1,1,1,1,LOX_bulk_tank,0,0,0.9,1,12,2,6,0,1,1,0,1,1,0,not_applicable,2024,7,47,heart_failure,25,22,1,10,0,687.0,83.0,1,grid_reliable,1
2177,referral_hospital,O2_0087,peri_urban,313,1,1,1,1,cylinder_piped,0,0,2.9,1,6,6,0,0,1,1,1,1,1,15,empty_cylinders_not_collected,2023,10,55,pneumonia_child,25,30,1,19,0,1034.0,17.0,1,grid_reliable,2
2178,referral_hospital,O2_0074,rural,259,1,1,1,1,LOX_bulk_tank,0,0,1.0,1,12,4,2,0,1,1,1,1,1,0,not_applicable,2021,7,44,pneumonia_child,40,4,0,1,0,939.0,7.0,1,grid_unreliable,8
2179,referral_hospital,O2_0144,urban,230,1,1,1,1,PSA_plant_onsite,0,0,2.7,1,12,6,0,1,1,1,1,1,1,7,empty_cylinders_not_collected,2024,11,33,neonatal_respiratory,25,8,0,2,0,862.0,13.0,1,none,10
2180,referral_hospital,O2_0115,urban,278,1,1,1,1,LOX_bulk_tank,0,0,5.0,1,13,5,1,0,1,1,1,1,1,7,PSA_plant_breakdown,2023,6,38,pneumonia_adult,27,11,1,6,0,899.0,23.0,0,generator_only,3
2181,referral_hospital,O2_0155,urban,216,1,1,1,1,LOX_bulk_tank,0,0,2.3,1,10,4,1,0,1,1,0,1,0,0,not_applicable,2023,10,41,COVID19_severe,32,9,1,5,0,788.0,34.0,1,generator_only,6
2182,referral_hospital,O2_0190,urban,262,1,1,1,1,cylinder_piped,0,0,3.4,1,6,7,15,0,1,1,1,1,0,7,empty_cylinders_not_collected,2024,1,35,pneumonia_adult,20,15,1,5,0,817.0,6.0,1,grid_reliable,7
2183,referral_hospital,O2_0165,urban,258,1,1,1,1,cylinder_piped,0,0,0.2,1,9,5,0,0,1,1,1,1,1,0,not_applicable,2024,12,44,COPD_exacerbation,39,5,1,1,0,690.0,53.0,1,solar,21
2184,referral_hospital,O2_0083,rural,189,1,1,1,1,LOX_bulk_tank,6,1,4.5,1,7,2,11,0,1,1,1,0,0,4,power_outage,2024,6,35,neonatal_respiratory,0,35,0,13,6,875.0,12.0,1,solar,1
2185,referral_hospital,O2_0015,urban,218,1,1,1,1,oxygen_concentrator,1,0,0.5,1,8,9,1,0,1,1,1,1,1,0,not_applicable,2022,11,35,asthma_severe,25,10,0,2,0,764.0,2.0,1,generator_only,9
2186,referral_hospital,O2_0131,peri_urban,258,1,1,1,1,LOX_bulk_tank,0,0,1.0,1,9,4,3,0,1,0,0,0,0,9,concentrator_malfunction,2022,12,52,trauma,0,52,0,21,15,874.0,8.0,1,grid_reliable,1
2187,referral_hospital,O2_0038,urban,280,1,1,1,1,LOX_bulk_tank,0,0,6.3,1,6,6,5,0,1,1,0,1,1,1,no_oxygen_source,2023,10,46,pneumonia_adult,39,7,1,2,0,1086.0,26.0,1,generator_only,6
2188,referral_hospital,O2_0078,urban,244,1,1,1,1,cylinder_piped,0,0,0.3,1,12,2,0,0,1,1,0,1,0,0,not_applicable,2024,1,43,neonatal_respiratory,27,16,1,2,0,829.0,15.0,1,grid_unreliable,13
2189,referral_hospital,O2_0026,urban,288,1,1,1,1,LOX_bulk_tank,0,0,0.2,1,14,6,2,0,1,1,1,1,1,0,not_applicable,2024,8,36,heart_failure,23,13,0,4,0,1074.0,8.0,1,grid_reliable,1
2190,referral_hospital,O2_0021,urban,250,1,1,1,1,oxygen_concentrator,5,1,9.5,1,10,8,25,0,1,1,0,1,0,0,not_applicable,2024,10,37,pneumonia_adult,34,3,1,2,0,946.0,9.0,0,grid_unreliable,0
2191,referral_hospital,O2_0161,rural,267,1,1,1,1,oxygen_concentrator,8,4,6.6,1,6,2,0,0,1,1,1,1,1,0,not_applicable,2021,5,43,COVID19_severe,34,9,0,2,0,910.0,2.0,1,grid_unreliable,8
2192,referral_hospital,O2_0131,urban,282,1,1,1,1,LOX_bulk_tank,0,0,0.2,1,13,2,0,0,1,0,0,1,1,0,not_applicable,2024,8,41,other_hypoxemia,25,16,1,7,0,701.0,4.0,1,solar,7
2193,referral_hospital,O2_0062,peri_urban,222,1,1,1,1,cylinder_piped,6,5,1.1,1,11,2,0,0,1,1,1,1,1,0,not_applicable,2021,12,40,asthma_severe,35,5,1,3,0,563.0,1.0,1,grid_reliable,0
2194,referral_hospital,O2_0078,urban,262,1,1,1,1,LOX_bulk_tank,0,0,1.7,1,8,6,4,0,1,1,1,1,1,0,not_applicable,2023,12,36,pneumonia_adult,27,9,1,3,0,499.0,35.0,1,grid_reliable,10
2195,referral_hospital,O2_0014,urban,265,1,1,1,1,cylinder_portable,0,0,3.6,1,5,5,9,0,1,1,1,1,0,0,not_applicable,2022,10,43,other_hypoxemia,35,8,1,2,0,752.0,49.0,1,grid_unreliable,10
2196,referral_hospital,O2_0122,urban,278,1,1,1,1,LOX_bulk_tank,8,5,1.9,1,8,4,3,0,1,1,1,1,1,0,not_applicable,2024,4,41,heart_failure,34,7,1,5,0,608.0,17.0,1,grid_unreliable,4
2197,referral_hospital,O2_0135,urban,246,1,1,1,1,cylinder_piped,0,0,5.6,1,9,4,2,0,1,1,0,1,0,6,power_outage,2024,4,48,neonatal_respiratory,41,7,1,1,0,1143.0,17.0,1,grid_unreliable,9
2198,referral_hospital,O2_0049,urban,274,1,1,1,1,PSA_plant_onsite,0,0,1.4,1,13,6,3,0,1,1,0,1,0,0,not_applicable,2022,5,41,pneumonia_adult,25,16,1,2,0,850.0,4.0,0,grid_unreliable,5
2199,referral_hospital,O2_0151,urban,245,1,1,1,1,oxygen_concentrator,2,1,1.0,1,10,4,2,0,1,1,1,1,1,0,not_applicable,2022,1,37,neonatal_respiratory,27,10,1,5,0,755.0,29.0,1,grid_reliable,4
2200,referral_hospital,O2_0088,rural,208,1,1,1,1,PSA_plant_onsite,6,6,3.5,1,10,4,9,1,1,1,1,1,1,11,empty_cylinders_not_collected,2023,3,37,pneumonia_adult,37,0,0,0,0,796.0,3.0,1,grid_unreliable,2
2201,referral_hospital,O2_0057,peri_urban,215,1,1,1,1,cylinder_piped,0,0,0.7,1,9,2,4,0,1,1,0,1,1,7,empty_cylinders_not_collected,2022,7,36,trauma,36,0,1,0,0,654.0,14.0,1,grid_unreliable,10
2202,referral_hospital,O2_0045,peri_urban,297,1,1,1,1,PSA_plant_onsite,0,0,1.7,1,9,3,1,0,1,1,0,1,1,0,not_applicable,2023,9,38,pneumonia_child,27,11,0,6,0,732.0,2.0,1,grid_unreliable,2
2203,referral_hospital,O2_0165,urban,207,1,1,1,1,cylinder_piped,0,0,3.7,1,14,3,1,0,1,1,0,1,1,0,not_applicable,2024,4,46,heart_failure,37,9,1,1,0,682.0,23.0,1,grid_reliable,16
2204,referral_hospital,O2_0103,urban,311,1,1,1,1,LOX_bulk_tank,0,0,1.6,1,1,4,7,0,1,1,0,0,0,13,PSA_plant_breakdown,2024,5,45,pneumonia_child,0,45,0,13,16,764.0,14.0,1,grid_reliable,6
2205,referral_hospital,O2_0162,urban,185,1,1,1,1,cylinder_piped,8,7,0.7,1,8,6,1,0,1,1,1,1,0,0,not_applicable,2023,4,37,COPD_exacerbation,31,6,1,1,0,834.0,57.0,1,generator_only,2
2206,referral_hospital,O2_0066,urban,296,1,1,1,1,LOX_bulk_tank,4,2,0.2,1,6,2,0,0,1,1,1,1,1,0,not_applicable,2022,5,34,other_hypoxemia,26,8,1,4,0,637.0,19.0,1,grid_unreliable,0
2207,referral_hospital,O2_0076,urban,265,1,1,1,1,oxygen_concentrator,6,4,5.1,1,10,2,0,0,1,1,1,1,1,0,not_applicable,2024,3,35,neonatal_respiratory,29,6,1,2,0,955.0,7.0,1,grid_unreliable,2
2208,referral_hospital,O2_0009,peri_urban,252,1,1,1,1,cylinder_piped,0,0,0.2,1,5,4,2,0,1,1,1,1,1,0,not_applicable,2023,10,43,COVID19_severe,43,0,1,0,0,424.0,22.0,1,grid_unreliable,17
2209,referral_hospital,O2_0091,urban,222,1,1,1,1,cylinder_piped,0,0,6.7,1,6,5,0,0,1,1,0,1,1,0,not_applicable,2023,6,46,pneumonia_adult,30,16,1,6,0,905.0,18.0,1,grid_unreliable,2
2210,referral_hospital,O2_0066,peri_urban,303,1,1,1,1,PSA_plant_onsite,6,2,0.6,1,8,7,1,0,1,1,1,1,1,0,not_applicable,2023,6,42,neonatal_respiratory,33,9,1,3,0,922.0,10.0,1,grid_reliable,4
2211,referral_hospital,O2_0125,urban,201,1,1,1,1,cylinder_piped,3,2,2.6,1,9,6,0,0,1,1,0,1,1,2,regulator_valve_failure,2023,6,40,other_hypoxemia,29,11,1,3,0,606.0,30.0,1,grid_reliable,3
2212,referral_hospital,O2_0056,urban,209,1,1,1,1,PSA_plant_onsite,0,0,2.8,1,15,6,12,1,1,1,1,1,0,0,not_applicable,2024,9,33,COVID19_severe,33,0,1,0,0,615.0,16.0,1,solar,4
2213,referral_hospital,O2_0169,peri_urban,309,1,1,1,1,oxygen_concentrator,4,2,0.9,1,11,7,5,0,1,1,1,1,1,5,demand_surge,2024,8,31,sepsis,27,4,0,1,0,583.0,50.0,1,grid_unreliable,1
2214,referral_hospital,O2_0183,urban,319,1,1,1,1,PSA_plant_onsite,0,0,2.7,1,14,6,0,0,1,1,0,1,1,0,not_applicable,2024,6,34,other_hypoxemia,27,7,0,1,0,579.0,3.0,1,grid_reliable,7
2215,referral_hospital,O2_0055,rural,225,1,1,1,1,oxygen_concentrator,7,3,0.9,1,12,8,1,0,1,1,1,1,1,1,funding_for_refill,2024,11,34,trauma,18,16,1,8,0,544.0,8.0,1,grid_reliable,2
2216,referral_hospital,O2_0071,urban,259,1,1,1,1,LOX_bulk_tank,0,0,3.1,1,11,9,5,0,1,1,0,1,1,0,not_applicable,2024,5,48,surgical_anaesthesia,40,8,1,3,0,851.0,3.0,1,solar,0
2217,referral_hospital,O2_0038,peri_urban,224,1,1,1,1,oxygen_concentrator,7,3,4.8,1,8,5,1,0,1,1,1,1,0,0,not_applicable,2023,1,44,pneumonia_adult,37,7,1,2,0,891.0,15.0,1,grid_reliable,1
2218,referral_hospital,O2_0180,peri_urban,219,1,1,1,1,LOX_bulk_tank,0,0,0.5,1,13,6,6,0,1,1,1,0,0,15,regulator_valve_failure,2024,9,48,trauma,0,48,0,15,4,571.0,1.0,0,grid_unreliable,10
2219,referral_hospital,O2_0066,rural,251,1,1,1,1,oxygen_concentrator,6,3,1.8,1,13,7,3,0,1,1,1,1,1,0,not_applicable,2022,11,37,surgical_anaesthesia,29,8,1,3,0,742.0,3.0,1,grid_unreliable,8
2220,referral_hospital,O2_0025,rural,196,1,1,1,1,PSA_plant_onsite,0,0,3.5,1,7,7,4,0,1,1,1,0,0,10,PSA_plant_breakdown,2021,12,40,COVID19_severe,0,40,0,10,7,663.0,8.0,1,grid_unreliable,23
2221,referral_hospital,O2_0136,peri_urban,269,1,1,1,1,oxygen_concentrator,8,5,5.9,1,10,4,6,0,1,1,1,1,1,0,not_applicable,2023,10,42,surgical_anaesthesia,41,1,0,0,0,708.0,5.0,1,grid_reliable,0
2222,referral_hospital,O2_0172,urban,185,1,1,1,1,oxygen_concentrator,4,3,0.2,1,12,7,7,0,1,1,1,1,1,0,not_applicable,2022,5,28,pneumonia_adult,25,3,1,1,0,359.0,1.0,1,grid_unreliable,0
2223,referral_hospital,O2_0195,rural,225,1,1,1,1,PSA_plant_onsite,0,0,1.6,1,12,3,5,0,1,1,1,0,0,30,empty_cylinders_not_collected,2024,10,34,other_hypoxemia,0,34,0,15,10,975.0,18.0,1,generator_only,2
2224,referral_hospital,O2_0080,rural,269,1,1,1,1,oxygen_concentrator,4,1,1.0,1,9,14,4,0,1,0,0,1,1,0,not_applicable,2022,6,37,COVID19_severe,26,11,1,4,0,690.0,135.0,0,solar,0
2225,referral_hospital,O2_0190,urban,270,1,1,1,1,LOX_bulk_tank,0,0,0.3,1,7,2,3,0,1,1,0,0,0,30,PSA_plant_breakdown,2024,11,46,other_hypoxemia,0,46,0,13,15,842.0,12.0,1,grid_unreliable,0
2226,referral_hospital,O2_0056,urban,239,1,1,1,1,LOX_bulk_tank,4,2,3.2,1,10,4,3,0,1,1,1,1,0,0,not_applicable,2024,8,41,COVID19_severe,31,10,1,3,0,902.0,10.0,1,grid_unreliable,4
2227,referral_hospital,O2_0058,urban,310,1,1,1,1,PSA_plant_onsite,0,0,0.0,1,9,3,2,1,1,1,1,1,1,0,not_applicable,2022,7,29,pneumonia_child,23,6,1,2,0,505.0,17.0,0,grid_reliable,17
2228,referral_hospital,O2_0120,peri_urban,232,1,1,1,1,LOX_bulk_tank,0,0,17.4,1,13,6,3,0,1,1,1,1,0,0,not_applicable,2022,7,39,neonatal_respiratory,33,6,1,3,0,773.0,5.0,1,grid_unreliable,7
2229,referral_hospital,O2_0069,peri_urban,221,1,1,1,1,oxygen_concentrator,3,2,0.5,1,18,7,9,0,1,1,1,1,0,0,not_applicable,2023,7,41,pneumonia_child,32,9,1,1,0,669.0,27.0,1,grid_unreliable,0
2230,referral_hospital,O2_0096,rural,287,1,1,1,1,cylinder_piped,0,0,3.3,1,9,6,22,0,1,1,1,0,0,12,supplier_stockout,2023,12,42,sepsis,0,42,0,16,21,995.0,2.0,1,grid_reliable,1
2231,referral_hospital,O2_0097,urban,234,1,1,1,1,cylinder_piped,0,0,1.2,1,19,8,0,0,1,1,1,0,0,30,regulator_valve_failure,2022,11,39,pneumonia_child,0,39,0,19,3,862.0,10.0,1,grid_reliable,0
2232,referral_hospital,O2_0182,urban,293,1,1,1,1,LOX_bulk_tank,0,0,5.2,1,11,3,8,0,1,1,1,1,1,0,not_applicable,2022,11,46,asthma_severe,34,12,0,5,0,867.0,34.0,1,grid_reliable,4
2233,referral_hospital,O2_0029,urban,254,1,1,1,1,PSA_plant_onsite,0,0,4.7,1,4,8,11,1,1,1,1,0,0,28,piping_system_leak,2023,9,44,COVID19_severe,0,44,0,16,14,700.0,24.0,1,grid_reliable,2
2234,referral_hospital,O2_0114,peri_urban,255,1,1,1,1,oxygen_concentrator,6,1,1.2,1,14,4,12,0,1,1,1,1,1,0,not_applicable,2023,3,33,neonatal_respiratory,26,7,1,3,0,1001.0,21.0,1,grid_reliable,11
2235,referral_hospital,O2_0120,urban,256,1,1,1,1,PSA_plant_onsite,0,0,3.9,1,8,6,3,1,1,1,1,1,1,0,not_applicable,2022,9,37,neonatal_respiratory,27,10,0,2,0,892.0,22.0,1,grid_unreliable,3
2236,referral_hospital,O2_0135,peri_urban,217,1,1,1,1,cylinder_portable,0,0,2.1,1,6,7,2,0,1,1,1,0,0,30,funding_for_refill,2022,8,42,other_hypoxemia,0,42,0,13,17,639.0,3.0,1,generator_only,4
2237,referral_hospital,O2_0105,urban,175,1,1,1,1,PSA_plant_onsite,0,0,2.4,1,10,4,0,0,1,1,1,1,1,0,not_applicable,2024,5,53,COPD_exacerbation,28,25,1,6,0,601.0,30.0,1,generator_only,8
2238,referral_hospital,O2_0031,rural,220,1,1,1,1,PSA_plant_onsite,0,0,3.7,1,8,5,0,0,1,1,1,1,0,1,cylinder_delivery_delay,2022,6,37,asthma_severe,25,12,1,9,0,860.0,35.0,1,grid_unreliable,15
2239,referral_hospital,O2_0157,urban,229,1,1,1,1,cylinder_piped,0,0,1.2,1,8,3,8,0,1,1,1,1,1,2,cylinder_delivery_delay,2022,8,47,heart_failure,39,8,1,2,0,678.0,2.0,0,grid_reliable,6
2240,referral_hospital,O2_0051,peri_urban,218,1,1,1,1,LOX_bulk_tank,0,0,6.9,1,14,5,4,0,1,1,1,1,0,1,cylinder_delivery_delay,2023,5,33,trauma,33,0,1,0,0,724.0,18.0,1,grid_unreliable,2
2241,referral_hospital,O2_0081,urban,273,1,1,1,1,PSA_plant_onsite,3,1,1.7,1,5,12,2,1,1,1,1,0,0,3,empty_cylinders_not_collected,2021,4,41,trauma,0,41,0,18,12,632.0,1.0,0,grid_unreliable,1
2242,referral_hospital,O2_0064,peri_urban,228,1,1,1,1,PSA_plant_onsite,5,2,0.7,1,8,3,1,1,1,0,0,1,1,2,PSA_plant_breakdown,2024,11,40,neonatal_respiratory,32,8,0,3,0,702.0,9.0,1,grid_reliable,5
2243,referral_hospital,O2_0051,rural,205,1,1,1,1,LOX_bulk_tank,0,0,3.6,1,9,2,1,0,1,1,1,1,1,0,not_applicable,2023,9,43,COVID19_severe,43,0,1,0,0,912.0,42.0,1,grid_unreliable,5
2244,referral_hospital,O2_0147,urban,225,1,1,1,1,oxygen_concentrator,5,2,2.6,1,12,13,2,0,1,1,0,1,1,0,not_applicable,2024,11,35,COVID19_severe,28,7,1,2,0,852.0,2.0,1,generator_only,5
2245,referral_hospital,O2_0070,peri_urban,234,1,1,1,1,PSA_plant_onsite,0,0,2.1,1,18,5,0,1,1,1,1,0,0,8,demand_surge,2023,11,38,pneumonia_adult,0,38,0,15,14,1001.0,7.0,1,grid_unreliable,1
2246,referral_hospital,O2_0144,peri_urban,274,1,1,1,1,oxygen_concentrator,3,1,5.2,1,13,8,4,0,1,1,1,1,1,1,concentrator_malfunction,2021,4,42,severe_malaria,37,5,0,1,0,659.0,2.0,1,grid_reliable,6
2247,referral_hospital,O2_0193,urban,191,1,1,1,1,LOX_bulk_tank,0,0,5.3,1,14,10,5,0,1,0,0,1,1,9,concentrator_malfunction,2023,9,38,severe_malaria,21,17,1,6,0,694.0,13.0,1,grid_unreliable,2
2248,referral_hospital,O2_0002,peri_urban,227,1,1,1,1,PSA_plant_onsite,2,1,0.3,1,13,2,0,0,1,0,0,0,0,20,cylinder_delivery_delay,2024,10,36,COPD_exacerbation,0,36,0,9,9,805.0,29.0,1,grid_reliable,0
2249,referral_hospital,O2_0145,urban,195,1,1,1,1,PSA_plant_onsite,4,2,2.9,1,10,4,7,1,1,1,1,1,1,0,not_applicable,2024,3,42,sepsis,19,23,1,10,0,1318.0,21.0,1,grid_reliable,10
2250,referral_hospital,O2_0022,urban,241,1,1,1,1,LOX_bulk_tank,0,0,6.0,1,10,6,0,0,1,1,1,1,1,0,not_applicable,2022,5,40,pneumonia_child,25,15,1,4,0,938.0,1.0,1,grid_reliable,0
2251,referral_hospital,O2_0110,urban,206,1,1,1,1,LOX_bulk_tank,0,0,0.8,1,11,9,4,0,1,1,1,0,0,4,demand_surge,2022,1,29,pneumonia_child,0,29,0,9,7,813.0,32.0,1,grid_reliable,1
2252,referral_hospital,O2_0096,urban,268,1,1,1,1,oxygen_concentrator,5,3,7.4,1,6,6,10,0,1,1,1,1,1,0,not_applicable,2022,10,42,pneumonia_adult,42,0,1,0,0,959.0,2.0,1,generator_only,8
2253,referral_hospital,O2_0160,rural,239,1,1,1,1,cylinder_piped,0,0,1.9,1,7,4,18,0,1,1,0,1,0,1,concentrator_malfunction,2022,7,43,trauma,40,3,1,2,0,906.0,4.0,1,grid_reliable,3
2254,referral_hospital,O2_0184,urban,114,1,1,1,1,LOX_bulk_tank,6,4,0.7,1,9,2,1,0,1,1,1,0,0,10,power_outage,2024,1,41,trauma,0,41,0,20,22,982.0,15.0,1,grid_unreliable,5
2255,referral_hospital,O2_0142,urban,289,1,1,1,1,LOX_bulk_tank,5,2,13.1,1,9,4,4,0,1,1,1,1,1,0,not_applicable,2022,1,39,COPD_exacerbation,29,10,1,3,0,695.0,33.0,1,grid_reliable,0
2256,referral_hospital,O2_0084,urban,250,1,1,1,1,PSA_plant_onsite,0,0,2.6,1,14,8,3,0,1,1,0,1,1,1,power_outage,2024,6,53,pneumonia_child,42,11,1,3,0,564.0,15.0,1,grid_reliable,0
2257,referral_hospital,O2_0183,peri_urban,262,1,1,1,1,cylinder_piped,5,5,1.1,1,10,5,14,0,1,1,0,1,1,2,regulator_valve_failure,2022,4,38,pneumonia_adult,38,0,0,0,0,829.0,33.0,0,grid_unreliable,16
2258,referral_hospital,O2_0099,peri_urban,246,1,1,1,1,oxygen_concentrator,5,3,0.7,1,8,8,2,0,1,1,1,0,0,25,concentrator_malfunction,2022,2,34,pneumonia_adult,0,34,0,11,7,813.0,8.0,1,grid_unreliable,1
2259,referral_hospital,O2_0104,peri_urban,215,1,1,1,1,LOX_bulk_tank,6,3,5.3,1,13,6,5,0,1,1,1,1,1,0,not_applicable,2023,1,39,severe_malaria,29,10,1,4,0,916.0,7.0,1,grid_unreliable,0
2260,referral_hospital,O2_0012,rural,257,1,1,1,1,cylinder_piped,0,0,1.4,1,10,2,10,0,1,1,1,1,1,0,not_applicable,2024,4,35,COPD_exacerbation,33,2,1,0,0,703.0,18.0,1,grid_reliable,3
2261,referral_hospital,O2_0158,urban,270,1,1,1,1,LOX_bulk_tank,3,1,6.2,1,10,8,6,0,1,1,0,1,1,0,not_applicable,2022,4,35,COVID19_severe,20,15,1,6,0,815.0,13.0,0,solar,0
2262,referral_hospital,O2_0036,peri_urban,225,1,1,1,1,PSA_plant_onsite,0,0,5.6,1,13,9,6,1,1,1,1,1,1,9,PSA_plant_breakdown,2024,10,35,COPD_exacerbation,29,6,1,0,0,671.0,28.0,1,solar,5
2263,referral_hospital,O2_0171,urban,278,1,1,1,1,PSA_plant_onsite,6,3,0.4,1,11,5,4,1,1,1,1,1,1,1,cylinder_delivery_delay,2024,12,33,severe_malaria,24,9,1,3,0,880.0,70.0,0,none,3
2264,referral_hospital,O2_0190,peri_urban,263,1,1,1,1,LOX_bulk_tank,0,0,0.8,1,9,7,2,0,1,1,1,1,1,0,not_applicable,2023,5,40,pneumonia_child,28,12,1,6,0,759.0,30.0,1,generator_only,4
2265,referral_hospital,O2_0149,rural,273,1,1,1,1,oxygen_concentrator,3,2,4.9,1,10,9,3,0,1,1,1,1,0,0,not_applicable,2021,3,44,neonatal_respiratory,35,9,0,5,0,658.0,6.0,1,generator_only,6
2266,referral_hospital,O2_0071,peri_urban,283,1,1,1,1,cylinder_piped,0,0,0.6,1,8,4,3,0,1,1,1,1,0,1,power_outage,2024,9,37,pneumonia_child,24,13,1,4,0,1135.0,12.0,1,grid_unreliable,16
2267,referral_hospital,O2_0029,peri_urban,237,1,1,1,1,PSA_plant_onsite,0,0,0.7,1,12,6,10,0,1,1,1,1,1,8,concentrator_malfunction,2023,12,46,neonatal_respiratory,38,8,1,2,0,729.0,24.0,1,grid_reliable,2
2268,referral_hospital,O2_0137,urban,328,1,1,1,1,LOX_bulk_tank,0,0,4.5,1,4,3,7,0,1,1,1,1,1,0,not_applicable,2023,8,48,COVID19_severe,40,8,1,2,0,870.0,9.0,1,grid_reliable,4
2269,referral_hospital,O2_0144,urban,223,1,1,1,1,cylinder_piped,0,0,2.1,1,12,2,0,0,1,1,0,1,1,0,not_applicable,2022,3,49,neonatal_respiratory,47,2,1,2,0,744.0,38.0,1,grid_reliable,2
2270,referral_hospital,O2_0160,urban,267,1,1,1,1,PSA_plant_onsite,0,0,5.3,1,10,5,6,1,1,1,1,0,0,1,concentrator_malfunction,2024,3,46,neonatal_respiratory,0,46,0,18,4,704.0,9.0,1,grid_unreliable,0
2271,referral_hospital,O2_0099,urban,293,1,1,1,1,LOX_bulk_tank,4,2,2.6,1,6,6,5,0,1,1,1,1,1,0,not_applicable,2022,9,37,COVID19_severe,29,8,0,1,0,797.0,17.0,1,grid_reliable,0
2272,referral_hospital,O2_0148,urban,193,1,1,1,1,cylinder_piped,0,0,1.2,1,7,9,0,0,1,1,0,1,1,0,not_applicable,2024,10,45,heart_failure,34,11,1,4,0,841.0,18.0,1,solar,9
2273,referral_hospital,O2_0086,urban,220,1,1,1,1,PSA_plant_onsite,0,0,0.1,1,10,6,3,1,1,1,1,1,1,0,not_applicable,2022,4,45,other_hypoxemia,29,16,0,3,0,519.0,11.0,0,generator_only,1
2274,referral_hospital,O2_0194,rural,323,1,1,1,1,LOX_bulk_tank,6,3,2.5,1,12,7,3,0,1,1,0,1,1,7,concentrator_malfunction,2023,1,39,pneumonia_child,38,1,1,0,0,937.0,22.0,1,generator_only,2
2275,referral_hospital,O2_0042,rural,233,1,1,1,1,PSA_plant_onsite,0,0,2.0,1,4,7,4,1,1,1,0,1,0,5,concentrator_malfunction,2024,10,37,COVID19_severe,36,1,1,1,0,874.0,39.0,1,solar,6
2276,referral_hospital,O2_0198,peri_urban,258,1,1,1,1,cylinder_piped,0,0,2.4,1,6,2,4,0,1,1,1,1,1,0,not_applicable,2023,2,45,pneumonia_child,38,7,1,2,0,898.0,8.0,1,solar,4
2277,referral_hospital,O2_0017,rural,205,1,1,1,1,oxygen_concentrator,7,3,1.9,1,9,3,1,0,1,1,1,0,0,5,demand_surge,2023,9,49,pneumonia_child,0,49,0,17,8,815.0,14.0,1,grid_unreliable,2
2278,referral_hospital,O2_0093,urban,223,1,1,1,1,cylinder_portable,0,0,5.7,1,9,8,2,0,1,1,1,1,1,0,not_applicable,2024,7,33,pneumonia_adult,30,3,1,0,0,777.0,9.0,1,grid_unreliable,2
2279,referral_hospital,O2_0105,urban,209,1,1,1,1,cylinder_piped,0,0,6.3,1,11,5,12,0,1,1,0,1,1,0,not_applicable,2022,6,54,COVID19_severe,33,21,1,6,0,796.0,0.0,1,grid_reliable,0
2280,referral_hospital,O2_0082,peri_urban,270,1,1,1,1,PSA_plant_onsite,7,7,0.4,1,7,2,2,0,1,1,0,1,1,0,not_applicable,2023,6,42,COPD_exacerbation,41,1,1,0,0,800.0,2.0,0,generator_only,5
2281,referral_hospital,O2_0060,urban,318,1,1,1,1,oxygen_concentrator,9,9,2.0,1,9,7,19,0,1,1,1,1,1,0,not_applicable,2022,6,40,neonatal_respiratory,26,14,0,4,0,591.0,11.0,1,solar,0
2282,referral_hospital,O2_0165,urban,235,1,1,1,1,LOX_bulk_tank,0,0,3.6,1,8,2,10,0,1,1,1,1,1,0,not_applicable,2022,6,43,COVID19_severe,24,19,0,4,0,649.0,21.0,1,generator_only,0
2283,referral_hospital,O2_0144,urban,321,1,1,1,1,oxygen_concentrator,5,3,4.3,1,14,3,8,0,1,1,1,1,1,0,not_applicable,2021,8,52,surgical_anaesthesia,46,6,1,2,0,1054.0,2.0,1,grid_unreliable,2
2284,referral_hospital,O2_0067,urban,201,1,1,1,1,LOX_bulk_tank,0,0,7.6,1,11,6,14,0,1,1,0,1,0,7,power_outage,2024,12,41,other_hypoxemia,36,5,1,0,0,782.0,8.0,1,grid_unreliable,2
2285,referral_hospital,O2_0195,rural,211,1,1,1,1,oxygen_concentrator,4,2,1.2,1,11,6,1,0,1,1,1,0,0,23,power_outage,2022,6,39,surgical_anaesthesia,0,39,0,14,14,906.0,3.0,1,grid_unreliable,8
2286,referral_hospital,O2_0053,peri_urban,251,1,1,1,1,PSA_plant_onsite,0,0,4.3,1,10,3,6,0,1,1,1,1,1,0,not_applicable,2023,11,36,pneumonia_child,23,13,0,3,0,536.0,28.0,1,none,2
2287,referral_hospital,O2_0130,peri_urban,251,1,1,1,1,LOX_bulk_tank,0,0,2.5,1,9,3,2,0,1,1,1,1,1,0,not_applicable,2023,4,39,COVID19_severe,20,19,0,7,0,773.0,59.0,1,none,0
2288,referral_hospital,O2_0071,urban,357,1,1,1,1,oxygen_concentrator,3,2,2.5,1,8,6,0,0,1,1,1,1,1,0,not_applicable,2023,4,46,heart_failure,46,0,0,0,0,895.0,21.0,0,generator_only,2
2289,referral_hospital,O2_0020,urban,283,1,1,1,1,cylinder_piped,0,0,1.2,1,14,5,0,0,1,1,0,1,1,0,not_applicable,2021,12,43,pneumonia_adult,30,13,1,6,0,1188.0,3.0,0,grid_unreliable,15
2290,referral_hospital,O2_0142,peri_urban,230,1,1,1,1,LOX_bulk_tank,0,0,1.1,1,9,3,1,0,1,1,0,1,1,0,not_applicable,2023,7,45,surgical_anaesthesia,45,0,1,0,0,589.0,28.0,0,grid_reliable,9
2291,referral_hospital,O2_0178,urban,263,1,1,1,1,LOX_bulk_tank,0,0,2.6,1,10,0,3,0,1,0,0,1,0,0,not_applicable,2023,1,43,other_hypoxemia,28,15,1,7,0,968.0,9.0,1,grid_reliable,0
2292,referral_hospital,O2_0011,urban,301,1,1,1,1,PSA_plant_onsite,0,0,1.5,1,7,1,6,0,1,1,1,1,1,9,power_outage,2022,7,35,pneumonia_child,23,12,1,6,0,975.0,1.0,1,generator_only,10
2293,referral_hospital,O2_0007,rural,326,1,1,1,1,LOX_bulk_tank,5,3,3.3,1,14,5,1,0,1,1,0,0,0,24,demand_surge,2021,6,48,severe_malaria,0,48,0,12,10,524.0,1.0,1,generator_only,3
2294,referral_hospital,O2_0178,urban,229,1,1,1,1,LOX_bulk_tank,0,0,11.4,1,8,2,8,0,1,1,1,1,1,0,not_applicable,2023,1,44,other_hypoxemia,30,14,1,6,0,715.0,4.0,1,grid_reliable,2
2295,referral_hospital,O2_0096,urban,334,1,1,1,1,oxygen_concentrator,6,4,1.2,1,10,3,6,0,1,0,0,0,0,23,power_outage,2023,12,36,COVID19_severe,0,36,0,16,8,1044.0,5.0,1,grid_unreliable,5
2296,referral_hospital,O2_0134,urban,240,1,1,1,1,oxygen_concentrator,12,7,6.9,1,13,7,0,0,1,1,1,1,0,0,not_applicable,2022,3,52,pneumonia_adult,39,13,0,5,0,779.0,2.0,1,grid_unreliable,3
2297,referral_hospital,O2_0142,urban,256,1,1,1,1,PSA_plant_onsite,0,0,2.1,1,10,3,2,1,1,1,1,0,0,2,demand_surge,2022,12,41,pneumonia_child,0,41,0,13,4,734.0,16.0,1,grid_unreliable,5
2298,referral_hospital,O2_0036,urban,220,1,1,1,1,cylinder_piped,0,0,1.1,1,5,5,5,0,1,1,1,1,1,1,power_outage,2023,7,34,neonatal_respiratory,27,7,0,3,0,717.0,33.0,0,grid_reliable,1
2299,referral_hospital,O2_0099,urban,274,1,1,1,1,PSA_plant_onsite,0,0,2.4,1,10,7,19,0,1,1,1,0,0,20,funding_for_refill,2024,3,45,heart_failure,0,45,0,23,10,670.0,61.0,1,grid_reliable,2
2300,referral_hospital,O2_0046,urban,295,1,1,1,1,PSA_plant_onsite,0,0,1.6,1,16,4,3,1,1,1,0,1,0,8,piping_system_leak,2024,4,45,COVID19_severe,32,13,1,4,0,825.0,1.0,1,generator_only,0
2301,referral_hospital,O2_0133,urban,267,1,1,1,1,oxygen_concentrator,3,0,2.8,1,13,5,0,0,1,1,1,0,0,1,power_outage,2023,7,33,COVID19_severe,0,33,0,11,12,697.0,49.0,1,generator_only,5
2302,referral_hospital,O2_0086,urban,292,1,1,1,1,oxygen_concentrator,6,3,1.2,1,8,7,2,0,1,1,1,1,1,0,not_applicable,2024,10,45,heart_failure,31,14,0,5,0,902.0,9.0,1,grid_reliable,7
2303,referral_hospital,O2_0052,peri_urban,277,1,1,1,1,cylinder_piped,3,1,0.6,1,12,6,6,0,1,1,0,1,1,0,not_applicable,2022,4,42,heart_failure,24,18,1,8,0,736.0,19.0,1,grid_reliable,2
2304,referral_hospital,O2_0036,urban,241,1,1,1,1,oxygen_concentrator,3,1,8.0,1,8,6,8,0,1,1,1,1,1,0,not_applicable,2022,2,35,neonatal_respiratory,21,14,0,7,0,856.0,19.0,1,solar,0
2305,referral_hospital,O2_0061,peri_urban,225,1,1,1,1,oxygen_concentrator,5,2,0.1,1,10,5,14,0,1,1,0,1,0,0,not_applicable,2022,12,37,pneumonia_child,31,6,1,2,0,825.0,13.0,1,solar,13
2306,referral_hospital,O2_0132,rural,251,1,1,1,1,PSA_plant_onsite,0,0,1.5,1,6,5,7,1,1,0,0,0,0,6,concentrator_malfunction,2023,3,45,neonatal_respiratory,0,45,0,15,19,846.0,4.0,0,none,8
2307,referral_hospital,O2_0015,urban,334,1,1,1,1,cylinder_piped,7,1,2.6,1,7,6,4,0,1,1,1,1,0,0,not_applicable,2023,9,46,pneumonia_adult,42,4,1,2,0,731.0,6.0,1,grid_reliable,6
2308,referral_hospital,O2_0194,urban,229,1,1,1,1,oxygen_concentrator,5,2,3.6,1,17,2,4,0,1,1,1,1,1,2,PSA_plant_breakdown,2023,3,53,neonatal_respiratory,53,0,0,0,0,862.0,3.0,0,solar,1
2309,referral_hospital,O2_0007,rural,219,1,1,1,1,oxygen_concentrator,5,2,5.2,1,11,2,4,0,1,1,1,1,1,0,not_applicable,2021,2,40,COVID19_severe,31,9,0,3,0,769.0,5.0,0,grid_reliable,4
2310,referral_hospital,O2_0169,rural,285,1,1,1,1,PSA_plant_onsite,0,0,4.0,1,13,8,0,0,1,1,1,1,1,15,power_outage,2024,11,49,pneumonia_adult,40,9,1,2,0,696.0,1.0,1,grid_reliable,0
2311,referral_hospital,O2_0192,urban,280,1,1,1,1,oxygen_concentrator,10,6,0.5,1,11,7,0,0,1,1,0,1,1,0,not_applicable,2022,4,37,pneumonia_child,29,8,1,1,0,557.0,52.0,1,grid_unreliable,13
2312,referral_hospital,O2_0149,peri_urban,233,1,1,1,1,PSA_plant_onsite,0,0,3.6,1,8,4,2,1,1,0,0,1,1,0,not_applicable,2022,7,27,severe_malaria,19,8,1,4,0,661.0,9.0,1,none,6
2313,referral_hospital,O2_0009,rural,227,1,1,1,1,LOX_bulk_tank,0,0,3.8,1,9,1,2,0,1,1,0,1,1,0,not_applicable,2023,2,55,heart_failure,46,9,0,3,0,888.0,5.0,1,grid_reliable,0
2314,referral_hospital,O2_0111,urban,268,1,1,1,1,PSA_plant_onsite,0,0,0.8,1,10,5,3,1,1,1,1,1,1,0,not_applicable,2023,2,37,asthma_severe,18,19,1,7,0,600.0,0.0,1,grid_reliable,5
2315,referral_hospital,O2_0038,urban,234,1,1,1,1,cylinder_piped,4,1,2.1,1,8,11,1,0,1,1,1,1,1,0,not_applicable,2023,2,22,pneumonia_child,18,4,1,1,0,880.0,1.0,1,grid_unreliable,4
2316,referral_hospital,O2_0055,urban,296,1,1,1,1,LOX_bulk_tank,0,0,9.4,1,9,7,0,0,1,1,1,1,1,5,power_outage,2021,9,37,sepsis,22,15,1,6,0,717.0,24.0,1,grid_reliable,2
2317,referral_hospital,O2_0101,peri_urban,274,1,1,1,1,LOX_bulk_tank,0,0,0.5,1,9,4,0,0,1,0,0,1,1,0,not_applicable,2022,10,55,pneumonia_adult,34,21,1,4,0,913.0,3.0,1,grid_reliable,10
2318,referral_hospital,O2_0098,urban,224,1,1,1,1,LOX_bulk_tank,3,0,4.5,1,13,4,3,0,1,1,1,1,1,0,not_applicable,2022,10,41,severe_malaria,38,3,1,1,0,830.0,8.0,1,grid_reliable,11
2319,referral_hospital,O2_0099,urban,263,1,1,1,1,LOX_bulk_tank,4,2,4.0,1,15,4,8,0,1,1,1,1,1,0,not_applicable,2022,3,39,surgical_anaesthesia,30,9,0,4,0,911.0,9.0,1,grid_reliable,10
2320,referral_hospital,O2_0034,urban,229,1,1,1,1,PSA_plant_onsite,0,0,4.5,1,10,4,5,1,1,1,1,1,1,0,not_applicable,2024,2,37,COPD_exacerbation,23,14,0,8,0,765.0,12.0,1,grid_unreliable,10
2321,referral_hospital,O2_0197,rural,279,1,1,1,1,cylinder_piped,0,0,3.2,1,7,3,0,0,1,1,1,0,0,27,power_outage,2024,8,40,other_hypoxemia,0,40,0,11,14,734.0,14.0,1,grid_reliable,2
2322,referral_hospital,O2_0138,urban,185,1,1,1,1,PSA_plant_onsite,0,0,0.6,1,6,4,0,0,1,0,0,1,0,0,not_applicable,2023,9,38,trauma,38,0,0,0,0,824.0,69.0,1,grid_reliable,4
2323,referral_hospital,O2_0063,peri_urban,230,1,1,1,1,LOX_bulk_tank,0,0,0.1,1,9,7,3,0,1,1,0,1,1,0,not_applicable,2024,5,37,COVID19_severe,33,4,0,0,0,995.0,2.0,1,grid_reliable,11
2324,referral_hospital,O2_0100,urban,222,1,1,1,1,oxygen_concentrator,1,0,5.8,1,7,6,2,0,1,0,0,1,1,0,not_applicable,2024,8,42,COPD_exacerbation,33,9,1,4,0,714.0,1.0,1,grid_unreliable,4
2325,referral_hospital,O2_0064,rural,214,1,1,1,1,cylinder_piped,0,0,6.7,1,11,14,1,0,1,1,1,1,0,4,supplier_stockout,2024,7,40,neonatal_respiratory,28,12,0,7,0,1079.0,23.0,1,grid_unreliable,0
2326,referral_hospital,O2_0023,urban,251,1,1,1,1,cylinder_piped,2,1,6.8,1,4,5,0,0,1,1,0,1,1,0,not_applicable,2022,7,38,neonatal_respiratory,30,8,1,3,0,1047.0,35.0,1,grid_reliable,1
2327,referral_hospital,O2_0070,peri_urban,299,1,1,1,1,LOX_bulk_tank,5,4,1.2,1,9,3,6,0,1,1,1,1,0,0,not_applicable,2023,11,44,neonatal_respiratory,32,12,1,4,0,861.0,10.0,1,solar,1
2328,referral_hospital,O2_0097,urban,245,1,1,1,1,oxygen_concentrator,7,2,0.9,1,6,1,1,0,1,1,1,1,0,0,not_applicable,2024,5,47,trauma,30,17,1,5,0,778.0,10.0,1,generator_only,5
2329,referral_hospital,O2_0113,urban,231,1,1,1,1,LOX_bulk_tank,0,0,0.0,1,8,7,1,0,1,1,1,1,1,0,not_applicable,2022,10,34,COVID19_severe,19,15,0,5,0,871.0,6.0,1,grid_reliable,19
2330,referral_hospital,O2_0094,rural,265,1,1,1,1,LOX_bulk_tank,0,0,3.2,1,10,3,18,0,1,1,1,1,1,0,not_applicable,2022,8,47,pneumonia_adult,47,0,0,0,0,822.0,15.0,1,grid_unreliable,2
2331,referral_hospital,O2_0185,rural,264,1,1,1,1,PSA_plant_onsite,0,0,0.2,1,12,5,13,0,1,1,1,1,1,0,not_applicable,2023,5,45,COVID19_severe,35,10,0,3,0,660.0,6.0,1,grid_reliable,6
2332,referral_hospital,O2_0189,urban,301,1,1,1,1,PSA_plant_onsite,0,0,1.2,1,6,8,4,1,1,0,0,1,1,0,not_applicable,2023,5,37,neonatal_respiratory,28,9,1,3,0,1031.0,18.0,1,grid_reliable,0
2333,referral_hospital,O2_0123,peri_urban,259,1,1,1,1,PSA_plant_onsite,0,0,2.3,1,11,7,11,0,1,1,0,1,1,0,not_applicable,2023,6,39,pneumonia_child,36,3,1,0,0,1026.0,56.0,1,grid_unreliable,4
2334,referral_hospital,O2_0093,urban,358,1,1,1,1,LOX_bulk_tank,0,0,0.2,1,10,7,9,0,1,0,0,1,0,0,not_applicable,2024,7,34,sepsis,23,11,0,5,0,746.0,0.0,1,grid_reliable,2
2335,referral_hospital,O2_0115,peri_urban,317,1,1,1,1,oxygen_concentrator,7,5,0.2,1,8,2,3,0,1,1,0,1,1,0,not_applicable,2021,12,40,severe_malaria,31,9,1,3,0,733.0,5.0,1,none,3
2336,referral_hospital,O2_0152,urban,234,1,1,1,1,PSA_plant_onsite,0,0,3.5,1,10,4,5,1,1,1,1,1,1,0,not_applicable,2022,5,49,sepsis,39,10,0,2,0,865.0,6.0,1,generator_only,7
2337,referral_hospital,O2_0021,urban,283,1,1,1,1,cylinder_piped,5,3,2.6,1,8,6,2,0,1,1,0,1,1,0,not_applicable,2022,5,35,pneumonia_child,17,18,0,7,0,841.0,32.0,0,generator_only,2
2338,referral_hospital,O2_0039,urban,207,1,1,1,1,LOX_bulk_tank,4,3,1.7,1,8,3,3,0,1,1,1,1,1,0,not_applicable,2023,5,45,heart_failure,37,8,1,3,0,874.0,4.0,1,grid_reliable,1
2339,referral_hospital,O2_0144,peri_urban,262,1,1,1,1,LOX_bulk_tank,0,0,1.7,1,7,6,2,0,1,1,1,1,1,0,not_applicable,2024,3,49,COPD_exacerbation,45,4,0,2,0,646.0,3.0,0,grid_unreliable,5
2340,referral_hospital,O2_0167,urban,247,1,1,1,1,cylinder_portable,0,0,0.6,1,16,4,5,0,1,1,0,0,0,17,concentrator_malfunction,2023,10,47,pneumonia_adult,0,47,0,15,7,588.0,3.0,1,grid_reliable,1
2341,referral_hospital,O2_0118,urban,190,1,1,1,1,LOX_bulk_tank,0,0,1.4,1,15,6,0,0,1,1,1,1,1,0,not_applicable,2023,10,41,heart_failure,33,8,1,4,0,626.0,21.0,1,grid_reliable,10
2342,referral_hospital,O2_0130,urban,234,1,1,1,1,LOX_bulk_tank,0,0,5.7,1,9,3,6,0,1,0,0,1,1,1,PSA_plant_breakdown,2023,3,48,pneumonia_child,33,15,1,4,0,865.0,15.0,1,grid_reliable,0
2343,referral_hospital,O2_0023,urban,254,1,1,1,1,LOX_bulk_tank,0,0,0.5,1,11,7,1,0,1,1,1,1,1,0,not_applicable,2023,10,41,asthma_severe,28,13,1,4,0,825.0,5.0,1,generator_only,0
2344,referral_hospital,O2_0012,urban,266,1,1,1,1,LOX_bulk_tank,4,3,4.3,1,10,6,1,0,1,1,1,1,1,12,power_outage,2024,6,50,sepsis,43,7,1,3,0,947.0,44.0,1,grid_unreliable,5
2345,referral_hospital,O2_0053,urban,317,1,1,1,1,PSA_plant_onsite,0,0,0.9,1,12,8,4,0,1,1,1,1,1,4,PSA_plant_breakdown,2024,4,45,pneumonia_child,28,17,1,8,0,1010.0,18.0,1,grid_reliable,1
2346,referral_hospital,O2_0169,rural,262,1,1,1,1,oxygen_concentrator,5,3,7.9,1,14,9,8,0,1,1,1,1,1,0,not_applicable,2024,5,47,COPD_exacerbation,46,1,0,0,0,940.0,79.0,0,grid_reliable,5
2347,referral_hospital,O2_0188,urban,194,1,1,1,1,cylinder_piped,0,0,0.6,1,8,9,2,0,1,1,0,1,1,0,not_applicable,2022,5,39,surgical_anaesthesia,28,11,1,4,0,704.0,0.0,0,grid_reliable,5
2348,referral_hospital,O2_0012,urban,244,1,1,1,1,LOX_bulk_tank,0,0,0.7,1,10,5,8,0,1,1,0,1,1,0,not_applicable,2023,12,42,COVID19_severe,20,22,1,7,0,658.0,12.0,1,generator_only,1
2349,referral_hospital,O2_0057,urban,246,1,1,1,1,PSA_plant_onsite,6,4,9.0,1,14,3,0,0,1,1,1,1,1,0,not_applicable,2024,4,28,COPD_exacerbation,28,0,1,0,0,980.0,6.0,0,grid_reliable,0
2350,referral_hospital,O2_0096,urban,232,1,1,1,1,oxygen_concentrator,5,3,3.9,1,9,3,1,0,1,0,0,1,1,0,not_applicable,2024,7,39,heart_failure,32,7,0,4,0,806.0,0.0,0,grid_unreliable,0
2351,referral_hospital,O2_0063,rural,291,1,1,1,1,oxygen_concentrator,4,2,1.2,1,9,4,2,0,1,1,1,0,0,9,concentrator_malfunction,2021,9,29,pneumonia_child,0,29,0,7,4,914.0,2.0,0,generator_only,2
2352,referral_hospital,O2_0080,urban,237,1,1,1,1,oxygen_concentrator,2,1,1.4,1,6,6,3,0,1,1,0,1,1,0,not_applicable,2024,11,32,neonatal_respiratory,27,5,1,2,0,535.0,11.0,1,grid_reliable,5
2353,referral_hospital,O2_0074,rural,272,1,1,1,1,PSA_plant_onsite,0,0,2.2,1,8,9,0,0,1,0,0,0,0,3,PSA_plant_breakdown,2022,1,35,COVID19_severe,0,35,0,19,18,545.0,3.0,1,grid_unreliable,2
2354,referral_hospital,O2_0100,urban,297,1,1,1,1,oxygen_concentrator,5,3,2.1,1,9,2,6,0,1,1,1,1,1,0,not_applicable,2021,10,45,COVID19_severe,42,3,1,1,0,809.0,7.0,1,grid_reliable,9
2355,referral_hospital,O2_0194,peri_urban,254,1,1,1,1,oxygen_concentrator,5,3,1.7,1,3,3,0,0,1,1,1,0,0,14,empty_cylinders_not_collected,2022,3,42,sepsis,0,42,0,18,13,735.0,27.0,1,generator_only,3
2356,referral_hospital,O2_0136,peri_urban,234,1,1,1,1,PSA_plant_onsite,2,0,1.1,1,13,5,1,1,1,1,1,1,1,0,not_applicable,2021,7,42,pneumonia_adult,32,10,1,1,0,694.0,9.0,1,grid_reliable,1
2357,referral_hospital,O2_0016,urban,270,1,1,1,1,cylinder_piped,0,0,1.7,1,12,6,13,0,1,1,0,0,0,28,cylinder_delivery_delay,2023,4,37,trauma,0,37,0,14,6,894.0,47.0,0,grid_unreliable,0
2358,referral_hospital,O2_0035,rural,259,1,1,1,1,LOX_bulk_tank,0,0,2.2,1,8,6,7,0,1,0,0,1,0,0,not_applicable,2024,1,49,pneumonia_child,38,11,1,6,0,682.0,2.0,1,solar,14
2359,referral_hospital,O2_0154,urban,214,1,1,1,1,cylinder_portable,0,0,6.8,1,7,5,7,0,1,1,1,1,1,0,not_applicable,2023,12,43,pneumonia_child,35,8,1,2,0,586.0,60.0,1,grid_unreliable,2
2360,referral_hospital,O2_0176,urban,227,1,1,1,1,cylinder_portable,0,0,3.2,1,14,4,2,0,1,1,0,1,1,6,empty_cylinders_not_collected,2023,8,47,pneumonia_child,37,10,0,5,0,530.0,26.0,0,generator_only,2
2361,referral_hospital,O2_0045,rural,263,1,1,1,1,LOX_bulk_tank,0,0,0.5,1,6,3,8,0,1,1,1,0,0,28,PSA_plant_breakdown,2023,9,35,COPD_exacerbation,0,35,0,10,11,863.0,5.0,1,grid_reliable,7
2362,referral_hospital,O2_0116,urban,246,1,1,1,1,cylinder_piped,0,0,3.7,1,10,4,0,0,1,1,0,1,1,0,not_applicable,2024,8,38,neonatal_respiratory,30,8,1,5,0,814.0,8.0,1,generator_only,0
2363,referral_hospital,O2_0116,urban,220,1,1,1,1,LOX_bulk_tank,0,0,2.9,1,12,8,0,0,1,1,1,1,1,0,not_applicable,2023,8,38,pneumonia_child,26,12,0,4,0,928.0,10.0,1,grid_unreliable,0
2364,referral_hospital,O2_0060,rural,201,1,1,1,1,PSA_plant_onsite,8,2,2.7,1,7,5,2,0,1,1,1,1,1,0,not_applicable,2023,3,43,asthma_severe,29,14,1,3,0,822.0,12.0,1,grid_unreliable,7
2365,referral_hospital,O2_0075,rural,237,1,1,1,1,oxygen_concentrator,3,2,6.1,1,11,7,3,0,1,1,1,1,1,0,not_applicable,2021,8,41,pneumonia_child,35,6,1,3,0,908.0,18.0,0,grid_unreliable,4
2366,referral_hospital,O2_0077,rural,251,1,1,1,1,PSA_plant_onsite,0,0,1.6,1,14,5,2,0,1,1,1,0,0,1,cylinder_delivery_delay,2023,7,54,COPD_exacerbation,0,54,0,16,0,812.0,23.0,1,generator_only,2
2367,referral_hospital,O2_0018,peri_urban,230,1,1,1,1,oxygen_concentrator,9,7,6.8,1,14,8,3,0,1,1,0,1,1,0,not_applicable,2022,6,50,COPD_exacerbation,44,6,1,3,0,873.0,3.0,1,grid_reliable,6
2368,referral_hospital,O2_0121,peri_urban,253,1,1,1,1,LOX_bulk_tank,0,0,2.5,1,14,3,6,0,1,1,1,0,0,1,concentrator_malfunction,2023,4,40,pneumonia_child,0,40,0,14,11,900.0,0.0,1,grid_unreliable,3
2369,referral_hospital,O2_0134,urban,275,1,1,1,1,PSA_plant_onsite,0,0,2.2,1,8,7,0,1,1,1,0,1,1,2,empty_cylinders_not_collected,2022,4,38,pneumonia_adult,27,11,0,3,0,751.0,13.0,0,grid_unreliable,2
2370,referral_hospital,O2_0146,urban,259,1,1,1,1,PSA_plant_onsite,0,0,5.3,1,10,4,2,0,1,1,1,0,0,1,PSA_plant_breakdown,2024,3,37,pneumonia_adult,0,37,0,10,13,1074.0,16.0,1,generator_only,1
2371,referral_hospital,O2_0088,rural,331,1,1,1,1,cylinder_piped,0,0,10.3,1,7,2,2,0,1,1,1,1,1,3,supplier_stockout,2023,5,39,pneumonia_adult,28,11,1,8,0,816.0,2.0,1,solar,11
2372,referral_hospital,O2_0064,urban,238,1,1,1,1,cylinder_portable,0,0,5.3,1,14,6,2,0,1,1,1,0,0,4,demand_surge,2022,8,46,heart_failure,0,46,0,14,24,666.0,20.0,1,grid_reliable,0
2373,referral_hospital,O2_0124,urban,286,1,1,1,1,oxygen_concentrator,2,1,3.5,1,13,5,2,0,1,1,1,1,1,0,not_applicable,2024,2,50,neonatal_respiratory,50,0,1,0,0,854.0,8.0,0,generator_only,5
2374,referral_hospital,O2_0098,urban,268,1,1,1,1,PSA_plant_onsite,4,2,0.9,1,15,5,1,0,1,0,0,1,0,0,not_applicable,2024,4,48,asthma_severe,44,4,0,2,0,672.0,18.0,1,none,11
2375,referral_hospital,O2_0114,peri_urban,246,1,1,1,1,LOX_bulk_tank,0,0,0.6,1,9,9,12,0,1,1,1,1,1,0,not_applicable,2022,8,34,surgical_anaesthesia,30,4,1,1,0,861.0,1.0,1,grid_unreliable,18
2376,referral_hospital,O2_0084,peri_urban,236,1,1,1,1,LOX_bulk_tank,0,0,1.5,1,6,5,15,0,1,1,1,1,0,0,not_applicable,2023,6,49,COVID19_severe,29,20,1,7,0,1122.0,10.0,1,grid_unreliable,0
2377,referral_hospital,O2_0153,urban,304,1,1,1,1,PSA_plant_onsite,5,4,0.4,1,7,6,2,1,1,1,1,1,1,0,not_applicable,2023,6,37,pneumonia_child,27,10,1,2,0,798.0,74.0,1,grid_reliable,0
2378,referral_hospital,O2_0182,urban,296,1,1,1,1,cylinder_portable,0,0,1.8,1,8,9,4,0,1,1,0,1,1,0,not_applicable,2023,11,44,COPD_exacerbation,44,0,1,0,0,637.0,8.0,1,solar,0
2379,referral_hospital,O2_0146,urban,237,1,1,1,1,oxygen_concentrator,5,1,0.4,1,10,7,8,0,1,1,1,1,1,2,PSA_plant_breakdown,2023,6,33,severe_malaria,30,3,1,0,0,913.0,4.0,1,grid_reliable,1
2380,referral_hospital,O2_0105,peri_urban,240,1,1,1,1,cylinder_piped,0,0,1.0,1,6,6,9,0,1,1,1,1,1,0,not_applicable,2023,11,34,surgical_anaesthesia,31,3,1,1,0,954.0,0.0,1,generator_only,11
2381,referral_hospital,O2_0064,urban,266,1,1,1,1,oxygen_concentrator,6,3,11.0,1,12,5,0,0,1,1,1,1,1,0,not_applicable,2023,6,38,neonatal_respiratory,22,16,0,7,0,968.0,3.0,1,grid_unreliable,0
2382,referral_hospital,O2_0078,urban,261,1,1,1,1,oxygen_concentrator,8,5,6.0,1,8,5,4,0,1,1,1,1,1,0,not_applicable,2024,9,39,pneumonia_child,27,12,1,5,0,975.0,3.0,1,generator_only,1
2383,referral_hospital,O2_0077,urban,209,1,1,1,1,PSA_plant_onsite,0,0,1.7,1,10,2,4,1,1,1,0,1,1,0,not_applicable,2024,7,53,COPD_exacerbation,50,3,0,0,0,748.0,7.0,1,grid_unreliable,5
2384,referral_hospital,O2_0191,urban,166,1,1,1,1,cylinder_portable,0,0,0.7,1,16,4,7,0,1,1,1,1,1,1,supplier_stockout,2023,4,49,heart_failure,39,10,1,2,0,902.0,39.0,1,solar,1
2385,referral_hospital,O2_0008,urban,258,1,1,1,1,cylinder_piped,7,7,16.2,1,7,3,5,0,1,1,1,0,0,16,empty_cylinders_not_collected,2024,10,39,COPD_exacerbation,0,39,0,8,2,711.0,19.0,1,grid_reliable,5
2386,referral_hospital,O2_0112,rural,235,1,1,1,1,LOX_bulk_tank,0,0,0.7,1,5,1,0,0,1,1,1,1,0,15,PSA_plant_breakdown,2023,12,35,COVID19_severe,27,8,1,4,0,495.0,13.0,1,grid_reliable,1
2387,referral_hospital,O2_0132,peri_urban,219,1,1,1,1,cylinder_portable,0,0,2.6,1,7,5,1,0,1,1,1,1,1,0,not_applicable,2023,2,50,neonatal_respiratory,42,8,1,2,0,1047.0,11.0,1,grid_reliable,10
2388,referral_hospital,O2_0112,urban,250,1,1,1,1,LOX_bulk_tank,5,2,0.3,1,9,6,4,0,1,1,0,1,1,0,not_applicable,2022,5,34,neonatal_respiratory,25,9,1,1,0,984.0,8.0,1,grid_reliable,30
2389,referral_hospital,O2_0007,urban,326,1,1,1,1,cylinder_piped,3,2,2.7,1,16,6,0,0,1,1,0,1,1,0,not_applicable,2022,8,47,other_hypoxemia,24,23,1,8,0,943.0,1.0,1,generator_only,2
2390,referral_hospital,O2_0027,urban,204,1,1,1,1,cylinder_piped,0,0,1.3,1,9,2,10,0,1,1,1,1,1,0,not_applicable,2024,7,44,COPD_exacerbation,43,1,1,1,0,662.0,0.0,1,generator_only,0
2391,referral_hospital,O2_0078,urban,268,1,1,1,1,cylinder_piped,2,1,2.6,1,12,5,1,0,1,0,0,1,1,0,not_applicable,2022,10,55,pneumonia_child,38,17,1,4,0,819.0,1.0,1,none,4
2392,referral_hospital,O2_0022,urban,162,1,1,1,1,oxygen_concentrator,6,3,2.7,1,10,3,0,0,1,1,1,0,0,3,demand_surge,2022,4,43,severe_malaria,0,43,0,13,12,833.0,13.0,1,grid_unreliable,1
2393,referral_hospital,O2_0153,rural,227,1,1,1,1,oxygen_concentrator,5,3,0.3,1,13,8,2,0,1,0,0,1,1,0,not_applicable,2022,9,35,pneumonia_child,19,16,0,8,0,887.0,13.0,1,grid_unreliable,7
2394,referral_hospital,O2_0038,urban,253,1,1,1,1,cylinder_piped,0,0,1.0,1,5,4,1,0,1,1,1,0,0,1,demand_surge,2023,1,41,heart_failure,0,41,0,15,13,1108.0,55.0,0,solar,6
2395,referral_hospital,O2_0019,peri_urban,295,1,1,1,1,cylinder_portable,0,0,0.8,1,9,6,0,0,1,1,1,1,0,0,not_applicable,2024,1,39,COPD_exacerbation,30,9,1,3,0,934.0,0.0,1,grid_reliable,0
2396,referral_hospital,O2_0172,urban,282,1,1,1,1,LOX_bulk_tank,0,0,1.8,1,12,8,0,0,1,0,0,1,1,0,not_applicable,2023,7,43,COPD_exacerbation,23,20,1,7,0,983.0,7.0,1,grid_unreliable,17
2397,referral_hospital,O2_0110,peri_urban,236,1,1,1,1,LOX_bulk_tank,0,0,6.6,1,12,2,1,0,1,1,1,1,1,0,not_applicable,2021,2,44,pneumonia_child,32,12,1,5,0,831.0,2.0,1,generator_only,1
2398,referral_hospital,O2_0061,urban,261,1,1,1,1,LOX_bulk_tank,0,0,2.2,1,13,7,2,0,1,1,1,1,0,0,not_applicable,2024,10,32,asthma_severe,28,4,0,2,0,778.0,21.0,1,grid_reliable,3
2399,referral_hospital,O2_0107,peri_urban,227,1,1,1,1,PSA_plant_onsite,0,0,3.3,1,6,8,6,0,1,1,1,0,0,30,funding_for_refill,2024,10,40,surgical_anaesthesia,0,40,0,13,6,762.0,27.0,0,grid_reliable,10
2400,referral_hospital,O2_0080,urban,250,1,1,1,1,oxygen_concentrator,5,4,0.4,1,12,6,3,0,1,1,1,1,0,0,not_applicable,2021,11,48,asthma_severe,29,19,0,10,0,874.0,2.0,1,grid_reliable,0
2401,referral_hospital,O2_0141,urban,285,1,1,1,1,cylinder_piped,7,4,0.7,1,9,6,0,0,1,1,1,0,0,30,PSA_plant_breakdown,2024,1,45,pneumonia_child,0,45,0,19,3,743.0,10.0,0,grid_reliable,1
2402,referral_hospital,O2_0103,urban,266,1,1,1,1,cylinder_piped,7,5,5.0,1,13,5,5,0,1,1,1,1,1,0,not_applicable,2021,1,37,surgical_anaesthesia,21,16,1,7,0,861.0,6.0,1,grid_reliable,4
2403,referral_hospital,O2_0115,peri_urban,271,1,1,1,1,oxygen_concentrator,4,0,5.0,1,6,10,10,0,1,0,0,1,1,0,not_applicable,2022,6,35,neonatal_respiratory,30,5,1,1,0,706.0,1.0,1,grid_reliable,0
2404,referral_hospital,O2_0154,urban,259,1,1,1,1,PSA_plant_onsite,0,0,0.5,1,12,4,8,1,1,1,1,1,1,0,not_applicable,2022,10,45,sepsis,43,2,1,0,0,875.0,10.0,1,grid_unreliable,6
2405,referral_hospital,O2_0158,urban,168,1,1,1,1,LOX_bulk_tank,0,0,3.9,1,17,7,9,0,1,1,0,0,0,1,PSA_plant_breakdown,2023,7,41,surgical_anaesthesia,0,41,0,13,13,1170.0,6.0,1,grid_reliable,1
2406,referral_hospital,O2_0038,urban,239,1,1,1,1,cylinder_piped,0,0,0.2,1,11,5,0,0,1,0,0,1,1,1,power_outage,2024,12,38,pneumonia_adult,28,10,0,4,0,617.0,1.0,1,grid_reliable,1
2407,referral_hospital,O2_0084,peri_urban,256,1,1,1,1,PSA_plant_onsite,0,0,1.2,1,9,4,3,0,1,0,0,1,0,0,not_applicable,2022,11,43,pneumonia_adult,27,16,1,2,0,635.0,58.0,1,grid_unreliable,13
2408,referral_hospital,O2_0163,peri_urban,270,1,1,1,1,oxygen_concentrator,4,1,3.7,1,11,4,1,0,1,1,1,1,0,5,demand_surge,2024,12,40,pneumonia_child,27,13,1,4,0,784.0,3.0,1,grid_reliable,0
2409,referral_hospital,O2_0111,urban,302,1,1,1,1,LOX_bulk_tank,0,0,3.7,1,7,9,0,0,1,0,0,1,1,15,empty_cylinders_not_collected,2024,12,29,sepsis,23,6,1,1,0,414.0,0.0,1,grid_unreliable,1
2410,referral_hospital,O2_0124,urban,225,1,1,1,1,PSA_plant_onsite,0,0,2.4,1,9,5,0,1,1,1,1,1,1,0,not_applicable,2024,12,32,severe_malaria,27,5,0,2,0,859.0,40.0,1,generator_only,18
2411,referral_hospital,O2_0148,rural,227,1,1,1,1,cylinder_piped,0,0,16.6,1,9,4,0,0,1,1,1,1,1,0,not_applicable,2022,12,44,pneumonia_child,40,4,0,2,0,607.0,1.0,1,grid_unreliable,5
2412,referral_hospital,O2_0072,rural,286,1,1,1,1,PSA_plant_onsite,0,0,0.4,1,15,5,0,1,1,1,1,0,0,14,concentrator_malfunction,2023,5,39,pneumonia_adult,0,39,0,7,2,883.0,12.0,1,generator_only,4
2413,referral_hospital,O2_0027,urban,291,1,1,1,1,cylinder_piped,0,0,0.8,1,10,1,4,0,1,1,1,1,0,5,piping_system_leak,2023,11,42,surgical_anaesthesia,38,4,1,2,0,763.0,9.0,0,grid_unreliable,6
2414,referral_hospital,O2_0050,urban,257,1,1,1,1,oxygen_concentrator,8,3,3.8,1,5,3,2,0,1,1,1,0,0,14,PSA_plant_breakdown,2023,6,30,COVID19_severe,0,30,0,10,11,965.0,17.0,1,grid_unreliable,11
2415,referral_hospital,O2_0051,rural,249,1,1,1,1,cylinder_piped,0,0,1.3,1,10,8,1,0,1,1,1,1,1,4,demand_surge,2024,2,42,COPD_exacerbation,33,9,1,3,0,945.0,3.0,1,generator_only,0
2416,referral_hospital,O2_0198,peri_urban,265,1,1,1,1,cylinder_portable,0,0,0.0,1,12,9,12,0,1,1,0,1,1,3,PSA_plant_breakdown,2022,5,38,sepsis,29,9,1,3,0,815.0,32.0,1,grid_unreliable,7
2417,referral_hospital,O2_0154,peri_urban,242,1,1,1,1,LOX_bulk_tank,6,4,5.4,1,15,7,14,0,1,1,1,1,1,0,not_applicable,2023,4,35,neonatal_respiratory,26,9,0,5,0,701.0,4.0,1,grid_reliable,2
2418,referral_hospital,O2_0071,rural,266,1,1,1,1,PSA_plant_onsite,0,0,7.7,1,11,8,6,1,1,1,1,0,0,3,concentrator_malfunction,2024,9,44,sepsis,0,44,0,10,14,694.0,1.0,1,grid_reliable,3
2419,referral_hospital,O2_0126,rural,264,1,1,1,1,PSA_plant_onsite,2,1,0.8,1,8,6,10,1,1,1,1,0,0,21,demand_surge,2024,3,49,heart_failure,0,49,0,18,20,1112.0,0.0,1,grid_reliable,1
2420,referral_hospital,O2_0066,rural,269,1,1,1,1,LOX_bulk_tank,0,0,0.2,1,14,7,0,0,1,1,1,1,0,0,not_applicable,2021,2,37,pneumonia_adult,27,10,0,4,0,690.0,3.0,1,grid_unreliable,0
2421,referral_hospital,O2_0022,urban,207,1,1,1,1,cylinder_piped,0,0,1.0,1,7,2,5,0,1,1,1,0,0,5,power_outage,2023,4,39,pneumonia_adult,0,39,0,7,12,689.0,7.0,1,solar,5
2422,referral_hospital,O2_0106,peri_urban,219,1,1,1,1,LOX_bulk_tank,0,0,4.0,1,9,2,3,0,1,1,0,0,0,6,piping_system_leak,2022,8,35,neonatal_respiratory,0,35,0,12,10,722.0,6.0,1,solar,4
2423,referral_hospital,O2_0024,urban,237,1,1,1,1,oxygen_concentrator,4,2,3.7,1,13,2,6,0,1,1,1,1,1,0,not_applicable,2021,5,37,heart_failure,34,3,1,0,0,918.0,2.0,1,grid_reliable,1
2424,referral_hospital,O2_0055,urban,292,1,1,1,1,oxygen_concentrator,5,3,2.7,1,6,4,22,0,1,1,1,1,0,0,not_applicable,2023,10,44,COVID19_severe,30,14,1,6,0,817.0,50.0,1,grid_unreliable,3
2425,referral_hospital,O2_0180,peri_urban,235,1,1,1,1,LOX_bulk_tank,0,0,5.7,1,14,3,2,0,1,1,0,1,1,0,not_applicable,2021,6,34,asthma_severe,29,5,1,2,0,595.0,2.0,1,generator_only,5
2426,referral_hospital,O2_0140,rural,230,1,1,1,1,PSA_plant_onsite,4,4,0.1,1,7,3,0,1,1,0,0,0,0,3,PSA_plant_breakdown,2023,12,49,severe_malaria,0,49,0,18,12,720.0,17.0,1,solar,0
2427,referral_hospital,O2_0068,peri_urban,249,1,1,1,1,oxygen_concentrator,3,3,0.4,1,13,7,3,0,1,1,1,1,1,0,not_applicable,2024,1,41,trauma,37,4,1,2,0,974.0,34.0,0,none,22
2428,referral_hospital,O2_0182,urban,255,1,1,1,1,oxygen_concentrator,8,8,7.0,1,9,2,1,0,1,1,1,1,1,0,not_applicable,2022,9,34,neonatal_respiratory,30,4,1,1,0,721.0,17.0,0,generator_only,26
2429,referral_hospital,O2_0063,urban,262,1,1,1,1,cylinder_piped,0,0,2.1,1,6,4,2,0,1,1,1,1,1,0,not_applicable,2021,6,46,pneumonia_child,32,14,1,2,0,708.0,3.0,1,grid_reliable,0
2430,referral_hospital,O2_0107,peri_urban,233,1,1,1,1,LOX_bulk_tank,0,0,5.1,1,10,8,1,0,1,1,0,1,1,0,not_applicable,2024,4,40,pneumonia_child,37,3,0,1,0,819.0,13.0,0,grid_unreliable,2
2431,referral_hospital,O2_0128,urban,250,1,1,1,1,LOX_bulk_tank,10,8,0.4,1,14,4,0,0,1,1,0,0,0,17,no_oxygen_source,2022,8,44,heart_failure,0,44,0,15,6,1062.0,8.0,1,generator_only,4
2432,referral_hospital,O2_0002,rural,236,1,1,1,1,oxygen_concentrator,5,5,4.5,1,8,4,5,0,1,1,1,1,1,0,not_applicable,2023,12,28,pneumonia_adult,22,6,0,4,0,673.0,12.0,1,grid_unreliable,6
2433,referral_hospital,O2_0125,peri_urban,207,1,1,1,1,cylinder_piped,0,0,8.1,1,3,3,0,0,1,1,1,1,1,0,not_applicable,2024,5,33,pneumonia_adult,20,13,1,4,0,723.0,3.0,1,grid_reliable,2
2434,referral_hospital,O2_0116,urban,226,1,1,1,1,oxygen_concentrator,5,5,0.9,1,7,4,2,0,1,1,1,1,1,0,not_applicable,2023,1,48,neonatal_respiratory,45,3,1,1,0,705.0,7.0,1,solar,5
2435,referral_hospital,O2_0118,peri_urban,307,1,1,1,1,cylinder_piped,0,0,4.7,1,5,5,0,0,1,0,0,1,1,13,concentrator_malfunction,2022,11,36,surgical_anaesthesia,30,6,1,2,0,503.0,32.0,1,grid_reliable,9
2436,referral_hospital,O2_0169,urban,268,1,1,1,1,LOX_bulk_tank,6,4,3.7,1,4,3,1,0,1,1,0,1,1,0,not_applicable,2022,9,40,pneumonia_child,31,9,1,3,0,987.0,0.0,1,grid_reliable,3
2437,referral_hospital,O2_0151,peri_urban,254,1,1,1,1,oxygen_concentrator,3,2,2.5,1,8,5,0,0,1,1,1,1,0,0,not_applicable,2024,5,30,surgical_anaesthesia,26,4,1,1,0,860.0,27.0,1,none,5
2438,referral_hospital,O2_0172,peri_urban,249,1,1,1,1,LOX_bulk_tank,3,2,0.4,1,10,4,4,0,1,1,0,1,1,0,not_applicable,2023,2,46,surgical_anaesthesia,36,10,0,3,0,910.0,26.0,1,solar,11
2439,referral_hospital,O2_0196,peri_urban,229,1,1,1,1,LOX_bulk_tank,0,0,6.1,1,8,5,24,0,1,0,0,1,0,0,not_applicable,2021,7,48,other_hypoxemia,43,5,1,2,0,526.0,13.0,1,solar,2
2440,referral_hospital,O2_0132,urban,276,1,1,1,1,LOX_bulk_tank,0,0,8.0,1,13,10,7,0,1,1,1,1,1,0,not_applicable,2021,3,47,pneumonia_child,34,13,0,5,0,684.0,19.0,1,generator_only,0
2441,referral_hospital,O2_0187,peri_urban,253,1,1,1,1,cylinder_piped,0,0,5.4,1,12,9,2,0,1,0,0,1,1,0,not_applicable,2021,10,34,surgical_anaesthesia,30,4,0,2,0,831.0,25.0,1,grid_unreliable,0
2442,referral_hospital,O2_0032,urban,201,1,1,1,1,cylinder_portable,0,0,0.7,1,7,4,6,0,1,1,1,1,0,0,not_applicable,2023,11,46,pneumonia_adult,46,0,1,0,0,596.0,17.0,1,grid_reliable,0
2443,referral_hospital,O2_0067,urban,239,1,1,1,1,cylinder_piped,0,0,0.1,1,7,6,1,0,1,1,1,1,1,0,not_applicable,2023,5,36,pneumonia_child,20,16,0,6,0,660.0,20.0,1,grid_reliable,1
2444,referral_hospital,O2_0078,urban,300,1,1,1,1,cylinder_piped,0,0,1.3,1,10,1,0,0,1,1,0,1,0,0,not_applicable,2023,9,40,neonatal_respiratory,28,12,1,3,0,1126.0,11.0,1,grid_unreliable,14
2445,referral_hospital,O2_0158,urban,279,1,1,1,1,LOX_bulk_tank,0,0,0.6,1,12,2,2,0,1,1,1,1,0,0,not_applicable,2023,8,35,surgical_anaesthesia,23,12,1,1,0,596.0,15.0,1,grid_reliable,3
2446,referral_hospital,O2_0165,urban,320,1,1,1,1,cylinder_portable,0,0,1.3,1,11,6,5,0,1,1,0,1,1,0,not_applicable,2021,10,40,pneumonia_child,37,3,0,0,0,889.0,5.0,0,grid_unreliable,13
2447,referral_hospital,O2_0177,urban,288,1,1,1,1,PSA_plant_onsite,0,0,6.5,1,7,6,0,1,1,1,1,0,0,1,concentrator_malfunction,2023,12,37,sepsis,0,37,0,13,13,933.0,6.0,0,grid_reliable,7
2448,referral_hospital,O2_0185,peri_urban,299,1,1,1,1,PSA_plant_onsite,0,0,1.7,1,10,6,3,1,1,1,1,1,0,0,not_applicable,2022,10,47,heart_failure,41,6,0,4,0,843.0,10.0,1,grid_reliable,1
2449,referral_hospital,O2_0079,urban,241,1,1,1,1,LOX_bulk_tank,0,0,1.9,1,6,4,2,0,1,1,1,1,1,1,supplier_stockout,2024,7,39,trauma,26,13,1,3,0,739.0,10.0,1,grid_reliable,7
2450,referral_hospital,O2_0131,urban,256,1,1,1,1,PSA_plant_onsite,0,0,2.6,1,12,6,1,1,1,1,1,1,1,0,not_applicable,2022,3,40,COVID19_severe,40,0,1,0,0,860.0,4.0,0,grid_reliable,2
2451,referral_hospital,O2_0136,peri_urban,220,1,1,1,1,PSA_plant_onsite,0,0,8.6,1,8,6,0,1,1,1,1,1,1,2,concentrator_malfunction,2023,7,35,pneumonia_child,34,1,0,0,0,846.0,5.0,1,generator_only,1
2452,referral_hospital,O2_0046,peri_urban,205,1,1,1,1,PSA_plant_onsite,0,0,2.5,1,13,6,1,1,1,1,1,1,1,0,not_applicable,2024,8,40,pneumonia_child,27,13,0,6,0,1097.0,3.0,1,solar,5
2453,referral_hospital,O2_0111,urban,249,1,1,1,1,PSA_plant_onsite,6,3,2.3,1,15,7,1,0,1,1,1,1,1,1,funding_for_refill,2023,5,48,other_hypoxemia,42,6,0,1,0,753.0,5.0,1,grid_reliable,2
2454,referral_hospital,O2_0021,rural,318,1,1,1,1,LOX_bulk_tank,0,0,3.9,1,9,3,20,0,1,1,1,1,1,0,not_applicable,2021,11,38,heart_failure,26,12,1,3,0,943.0,18.0,1,grid_reliable,0
2455,referral_hospital,O2_0095,rural,277,1,1,1,1,cylinder_piped,7,4,0.4,1,9,10,2,0,1,1,1,1,1,9,supplier_stockout,2023,9,30,severe_malaria,21,9,1,2,0,1104.0,41.0,0,grid_reliable,0
2456,referral_hospital,O2_0135,urban,192,1,1,1,1,oxygen_concentrator,6,1,0.1,1,9,3,0,0,1,1,0,1,1,0,not_applicable,2023,9,46,pneumonia_child,41,5,1,1,0,597.0,4.0,1,grid_reliable,10
2457,referral_hospital,O2_0001,peri_urban,234,1,1,1,1,cylinder_piped,0,0,1.1,1,6,3,0,0,1,1,1,1,1,0,not_applicable,2021,11,34,sepsis,26,8,1,0,0,650.0,5.0,1,grid_reliable,0
2458,referral_hospital,O2_0113,urban,314,1,1,1,1,cylinder_portable,0,0,6.6,1,10,3,2,0,1,1,1,1,0,13,demand_surge,2023,7,39,sepsis,27,12,1,6,0,776.0,19.0,1,grid_unreliable,3
2459,referral_hospital,O2_0027,urban,278,1,1,1,1,LOX_bulk_tank,4,2,0.0,1,14,9,2,0,1,1,1,0,0,6,PSA_plant_breakdown,2023,10,41,neonatal_respiratory,0,41,0,14,12,803.0,38.0,0,grid_reliable,13
2460,referral_hospital,O2_0152,rural,268,1,1,1,1,cylinder_piped,1,0,5.7,1,10,4,0,0,1,1,1,1,0,0,not_applicable,2024,6,39,pneumonia_child,33,6,1,2,0,608.0,27.0,1,grid_reliable,0
2461,referral_hospital,O2_0071,rural,310,1,1,1,1,LOX_bulk_tank,0,0,1.8,1,10,9,0,0,1,0,0,1,1,0,not_applicable,2023,3,28,heart_failure,13,15,1,3,0,780.0,6.0,1,solar,0
2462,referral_hospital,O2_0127,urban,265,1,1,1,1,LOX_bulk_tank,0,0,0.9,1,7,4,7,0,1,1,1,1,1,0,not_applicable,2022,6,36,asthma_severe,36,0,1,0,0,509.0,15.0,1,none,0
2463,referral_hospital,O2_0010,urban,307,1,1,1,1,LOX_bulk_tank,0,0,1.7,1,12,2,2,0,1,0,0,1,1,0,not_applicable,2023,10,36,neonatal_respiratory,36,0,1,0,0,565.0,9.0,0,generator_only,12
2464,referral_hospital,O2_0028,peri_urban,262,1,1,1,1,oxygen_concentrator,7,6,4.7,1,1,4,4,0,1,1,0,1,1,1,PSA_plant_breakdown,2023,9,49,sepsis,39,10,0,3,0,833.0,38.0,0,grid_reliable,16
2465,referral_hospital,O2_0048,urban,321,1,1,1,1,oxygen_concentrator,3,2,4.3,1,5,7,1,0,1,1,1,0,0,9,concentrator_malfunction,2023,12,36,asthma_severe,0,36,0,11,2,915.0,61.0,1,grid_reliable,3
2466,referral_hospital,O2_0024,urban,231,1,1,1,1,PSA_plant_onsite,3,2,1.3,1,5,1,26,0,1,1,1,1,0,0,not_applicable,2024,3,42,COPD_exacerbation,32,10,0,2,0,890.0,56.0,1,generator_only,2
2467,referral_hospital,O2_0085,urban,278,1,1,1,1,PSA_plant_onsite,0,0,8.1,1,7,5,4,0,1,1,1,1,0,0,not_applicable,2023,6,34,pneumonia_adult,29,5,0,2,0,1004.0,16.0,1,grid_unreliable,11
2468,referral_hospital,O2_0056,rural,215,1,1,1,1,oxygen_concentrator,6,2,0.4,1,16,2,1,0,1,1,1,1,1,0,not_applicable,2023,8,41,surgical_anaesthesia,41,0,1,0,0,662.0,23.0,0,grid_reliable,6
2469,referral_hospital,O2_0053,urban,229,1,1,1,1,oxygen_concentrator,4,2,4.9,1,10,6,2,0,1,1,1,0,0,2,demand_surge,2024,1,41,surgical_anaesthesia,0,41,0,19,9,778.0,0.0,0,grid_unreliable,1
2470,referral_hospital,O2_0006,urban,203,1,1,1,1,PSA_plant_onsite,0,0,0.0,1,12,5,2,0,1,1,1,1,0,1,PSA_plant_breakdown,2024,3,36,heart_failure,30,6,1,1,0,603.0,0.0,1,grid_unreliable,6
2471,referral_hospital,O2_0145,rural,271,1,1,1,1,PSA_plant_onsite,3,1,3.7,1,9,6,4,1,1,0,0,1,1,0,not_applicable,2022,7,40,severe_malaria,30,10,1,3,0,847.0,0.0,1,grid_unreliable,2
2472,referral_hospital,O2_0179,urban,182,1,1,1,1,oxygen_concentrator,8,5,0.2,1,11,6,0,0,1,1,1,1,1,0,not_applicable,2024,6,39,surgical_anaesthesia,30,9,1,3,0,985.0,21.0,1,grid_unreliable,9
2473,referral_hospital,O2_0139,peri_urban,165,1,1,1,1,LOX_bulk_tank,0,0,0.6,1,7,2,8,0,1,1,1,1,0,0,not_applicable,2024,3,45,trauma,45,0,0,0,0,690.0,51.0,1,grid_reliable,0
2474,referral_hospital,O2_0036,peri_urban,240,1,1,1,1,PSA_plant_onsite,0,0,10.4,1,9,2,9,1,1,1,1,0,0,6,PSA_plant_breakdown,2023,5,45,other_hypoxemia,0,45,0,17,5,707.0,2.0,1,grid_reliable,6
2475,referral_hospital,O2_0086,urban,258,1,1,1,1,cylinder_piped,0,0,1.8,1,14,5,0,0,1,1,0,1,1,0,not_applicable,2021,6,56,pneumonia_child,37,19,1,5,0,801.0,5.0,1,grid_reliable,17
2476,referral_hospital,O2_0151,urban,236,1,1,1,1,cylinder_piped,3,2,0.5,1,9,2,4,0,1,1,1,0,0,30,empty_cylinders_not_collected,2022,11,52,COVID19_severe,0,52,0,20,34,643.0,2.0,0,grid_unreliable,12
2477,referral_hospital,O2_0094,peri_urban,239,1,1,1,1,LOX_bulk_tank,0,0,6.0,1,5,2,4,0,1,1,1,1,1,0,not_applicable,2023,3,36,sepsis,23,13,1,2,0,683.0,8.0,1,grid_reliable,2
2478,referral_hospital,O2_0079,peri_urban,285,1,1,1,1,cylinder_piped,0,0,0.1,1,18,6,0,0,1,1,1,1,1,0,not_applicable,2022,4,58,asthma_severe,50,8,1,3,0,940.0,0.0,1,grid_reliable,12
2479,referral_hospital,O2_0168,urban,245,1,1,1,1,cylinder_piped,0,0,3.8,1,7,5,2,0,1,1,1,1,1,4,concentrator_malfunction,2023,12,47,severe_malaria,41,6,1,2,0,608.0,7.0,1,generator_only,2
2480,referral_hospital,O2_0047,rural,291,1,1,1,1,oxygen_concentrator,4,2,3.2,1,6,4,0,0,1,1,1,1,1,6,PSA_plant_breakdown,2022,10,37,COPD_exacerbation,17,20,1,8,0,988.0,25.0,1,generator_only,8
2481,referral_hospital,O2_0104,peri_urban,298,1,1,1,1,PSA_plant_onsite,0,0,3.8,1,11,8,3,1,1,1,1,1,1,0,not_applicable,2024,1,37,surgical_anaesthesia,25,12,1,7,0,638.0,9.0,1,grid_reliable,2
2482,referral_hospital,O2_0018,urban,241,1,1,1,1,cylinder_piped,0,0,0.1,1,8,6,0,0,1,1,0,0,0,30,demand_surge,2022,6,36,severe_malaria,0,36,0,12,10,788.0,14.0,1,grid_reliable,4
2483,referral_hospital,O2_0130,urban,305,1,1,1,1,PSA_plant_onsite,9,8,2.3,1,11,2,0,0,1,1,1,0,0,12,supplier_stockout,2022,12,41,severe_malaria,0,41,0,11,15,543.0,1.0,1,grid_unreliable,11
2484,referral_hospital,O2_0133,urban,277,1,1,1,1,oxygen_concentrator,4,4,1.9,1,9,4,2,0,1,1,0,1,0,0,not_applicable,2022,9,42,COVID19_severe,40,2,1,2,0,769.0,9.0,1,grid_reliable,6
2485,referral_hospital,O2_0044,urban,357,1,1,1,1,LOX_bulk_tank,0,0,1.3,1,18,8,1,0,1,1,0,1,0,2,piping_system_leak,2022,12,40,surgical_anaesthesia,32,8,1,1,0,919.0,37.0,1,grid_reliable,3
2486,referral_hospital,O2_0086,urban,202,1,1,1,1,PSA_plant_onsite,0,0,0.5,1,9,7,8,0,1,0,0,1,1,0,not_applicable,2023,4,42,pneumonia_child,31,11,1,4,0,645.0,17.0,1,grid_unreliable,0
2487,referral_hospital,O2_0038,urban,227,1,1,1,1,oxygen_concentrator,0,0,7.7,1,14,3,2,0,1,1,1,1,0,2,concentrator_malfunction,2024,8,36,COPD_exacerbation,34,2,1,1,0,477.0,12.0,1,solar,12
2488,referral_hospital,O2_0053,urban,256,1,1,1,1,cylinder_piped,0,0,0.8,1,13,5,2,0,1,1,1,1,1,0,not_applicable,2022,7,40,other_hypoxemia,32,8,1,4,0,864.0,0.0,1,grid_unreliable,1
2489,referral_hospital,O2_0126,urban,188,1,1,1,1,PSA_plant_onsite,0,0,5.8,1,12,5,9,0,1,1,1,1,1,2,concentrator_malfunction,2023,3,43,severe_malaria,29,14,1,8,0,942.0,13.0,0,grid_unreliable,2
2490,referral_hospital,O2_0053,urban,313,1,1,1,1,cylinder_piped,0,0,2.7,1,10,7,15,0,1,0,0,1,1,12,empty_cylinders_not_collected,2024,5,36,pneumonia_adult,26,10,0,3,0,770.0,6.0,1,grid_reliable,11
2491,referral_hospital,O2_0113,urban,245,1,1,1,1,LOX_bulk_tank,0,0,7.3,1,7,5,8,0,1,0,0,1,0,1,funding_for_refill,2022,10,41,pneumonia_adult,34,7,1,1,0,961.0,5.0,1,generator_only,17
2492,referral_hospital,O2_0165,rural,173,1,1,1,1,PSA_plant_onsite,0,0,6.3,1,8,5,3,1,1,1,0,1,0,0,not_applicable,2023,2,35,heart_failure,30,5,1,1,0,932.0,7.0,1,grid_reliable,0
2493,referral_hospital,O2_0116,urban,172,1,1,1,1,cylinder_piped,0,0,2.8,1,8,7,2,0,1,1,0,0,0,2,PSA_plant_breakdown,2023,4,32,pneumonia_child,0,32,0,8,10,843.0,10.0,1,grid_unreliable,2
2494,referral_hospital,O2_0196,rural,243,1,1,1,1,LOX_bulk_tank,0,0,2.4,1,9,5,7,0,1,1,0,1,1,0,not_applicable,2024,4,40,neonatal_respiratory,33,7,1,3,0,727.0,7.0,1,grid_reliable,10
2495,referral_hospital,O2_0039,urban,268,1,1,1,1,PSA_plant_onsite,3,1,0.6,1,8,7,0,1,1,0,0,0,0,11,cylinder_delivery_delay,2021,6,40,pneumonia_adult,0,40,0,14,13,805.0,32.0,1,solar,14
2496,referral_hospital,O2_0158,urban,276,1,1,1,1,cylinder_piped,0,0,0.8,1,12,3,3,0,1,1,0,1,1,0,not_applicable,2022,11,45,COVID19_severe,42,3,1,0,0,722.0,1.0,1,none,12
2497,referral_hospital,O2_0075,urban,225,1,1,1,1,cylinder_piped,0,0,3.3,1,5,3,0,0,1,1,1,1,1,0,not_applicable,2023,6,48,surgical_anaesthesia,41,7,1,4,0,779.0,10.0,1,grid_reliable,3
2498,referral_hospital,O2_0122,peri_urban,343,1,1,1,1,cylinder_piped,0,0,3.7,1,9,6,7,0,1,0,0,1,0,0,not_applicable,2021,11,47,pneumonia_child,38,9,1,2,0,641.0,7.0,1,solar,10
2499,referral_hospital,O2_0100,urban,220,1,1,1,1,cylinder_piped,0,0,3.6,1,7,6,0,0,1,1,1,0,0,15,power_outage,2023,6,39,heart_failure,0,39,0,14,17,675.0,20.0,1,grid_unreliable,1
2500,referral_hospital,O2_0168,peri_urban,196,1,1,1,1,LOX_bulk_tank,0,0,4.2,1,11,6,6,0,1,1,1,1,1,0,not_applicable,2023,11,49,surgical_anaesthesia,49,0,1,0,0,480.0,21.0,1,grid_unreliable,5
2501,referral_hospital,O2_0078,urban,275,1,1,1,1,oxygen_concentrator,5,3,1.5,1,7,4,15,0,1,1,0,1,1,0,not_applicable,2023,11,41,pneumonia_child,23,18,0,7,0,819.0,2.0,0,none,0
2502,referral_hospital,O2_0024,rural,272,1,1,1,1,oxygen_concentrator,4,2,3.5,1,19,3,0,0,1,0,0,1,1,0,not_applicable,2023,9,41,pneumonia_adult,34,7,1,1,0,847.0,12.0,0,solar,2
2503,referral_hospital,O2_0146,rural,315,1,1,1,1,LOX_bulk_tank,0,0,4.2,1,13,5,2,0,1,1,1,1,1,0,not_applicable,2024,1,39,pneumonia_adult,31,8,1,1,0,731.0,18.0,1,grid_unreliable,0
2504,referral_hospital,O2_0034,urban,187,1,1,1,1,LOX_bulk_tank,0,0,2.3,1,19,2,5,0,1,1,0,0,0,1,no_oxygen_source,2023,10,38,other_hypoxemia,0,38,0,14,11,945.0,7.0,1,grid_unreliable,7
2505,referral_hospital,O2_0120,urban,219,1,1,1,1,LOX_bulk_tank,0,0,1.5,1,11,5,3,0,1,1,0,1,1,0,not_applicable,2024,10,46,pneumonia_child,33,13,1,3,0,740.0,14.0,1,grid_unreliable,1
2506,referral_hospital,O2_0109,urban,234,1,1,1,1,oxygen_concentrator,8,5,1.4,1,6,5,5,0,1,1,1,1,1,0,not_applicable,2024,1,36,neonatal_respiratory,26,10,1,7,0,891.0,17.0,1,grid_reliable,1
2507,referral_hospital,O2_0199,urban,281,1,1,1,1,oxygen_concentrator,6,4,5.4,1,15,3,4,0,1,1,1,0,0,3,concentrator_malfunction,2021,1,39,other_hypoxemia,0,39,0,11,9,898.0,21.0,1,generator_only,2
2508,referral_hospital,O2_0156,urban,196,1,1,1,1,cylinder_portable,0,0,2.7,1,6,4,7,0,1,1,1,1,1,0,not_applicable,2022,12,52,neonatal_respiratory,38,14,1,3,0,743.0,4.0,1,grid_unreliable,4
2509,referral_hospital,O2_0016,peri_urban,240,1,1,1,1,oxygen_concentrator,1,0,1.2,1,9,3,4,0,1,1,1,1,0,1,demand_surge,2023,3,49,sepsis,41,8,1,2,0,638.0,3.0,1,generator_only,7
2510,referral_hospital,O2_0105,urban,283,1,1,1,1,cylinder_piped,0,0,0.5,1,10,2,1,0,1,1,1,1,1,0,not_applicable,2022,10,34,pneumonia_child,18,16,1,5,0,755.0,82.0,1,grid_unreliable,1
2511,referral_hospital,O2_0139,peri_urban,304,1,1,1,1,LOX_bulk_tank,0,0,0.4,1,11,5,0,0,1,1,1,1,1,0,not_applicable,2024,4,37,COVID19_severe,29,8,1,3,0,432.0,21.0,0,grid_reliable,2
2512,referral_hospital,O2_0025,peri_urban,270,1,1,1,1,cylinder_portable,5,4,1.1,1,11,3,0,0,1,0,0,0,0,5,funding_for_refill,2021,2,44,COVID19_severe,0,44,0,11,12,840.0,0.0,1,grid_reliable,3
2513,referral_hospital,O2_0152,urban,229,1,1,1,1,cylinder_portable,0,0,2.0,1,9,3,0,0,1,1,0,1,1,0,not_applicable,2023,4,39,severe_malaria,26,13,1,3,0,768.0,8.0,0,grid_unreliable,12
2514,referral_hospital,O2_0038,rural,244,1,1,1,1,cylinder_piped,0,0,9.9,1,12,6,2,0,1,1,1,1,1,0,not_applicable,2021,4,40,COVID19_severe,24,16,1,8,0,568.0,18.0,0,generator_only,7
2515,referral_hospital,O2_0183,rural,267,1,1,1,1,cylinder_portable,0,0,1.1,1,8,6,5,0,1,1,1,0,0,5,PSA_plant_breakdown,2024,10,30,COPD_exacerbation,0,30,0,7,0,724.0,4.0,0,grid_reliable,4
2516,referral_hospital,O2_0141,urban,231,1,1,1,1,cylinder_piped,0,0,4.5,1,9,9,0,0,1,1,1,1,1,0,not_applicable,2023,3,47,surgical_anaesthesia,30,17,1,6,0,663.0,15.0,1,solar,0
2517,referral_hospital,O2_0101,rural,335,1,1,1,1,LOX_bulk_tank,0,0,1.1,1,11,5,2,0,1,1,1,1,1,0,not_applicable,2021,10,38,pneumonia_child,27,11,1,5,0,729.0,7.0,1,grid_unreliable,0
2518,referral_hospital,O2_0118,urban,211,1,1,1,1,cylinder_piped,0,0,14.9,1,9,4,12,0,1,1,1,1,0,0,not_applicable,2022,5,25,COVID19_severe,23,2,1,2,0,866.0,11.0,1,grid_reliable,3
2519,referral_hospital,O2_0183,rural,253,1,1,1,1,cylinder_piped,6,4,0.3,1,14,5,1,0,1,1,1,1,1,0,not_applicable,2022,11,36,pneumonia_child,20,16,1,6,0,770.0,63.0,1,grid_unreliable,0
2520,referral_hospital,O2_0141,urban,259,1,1,1,1,LOX_bulk_tank,0,0,0.7,1,9,3,1,0,1,1,1,1,1,0,not_applicable,2023,5,48,pneumonia_child,41,7,1,0,0,691.0,23.0,1,grid_reliable,1
2521,referral_hospital,O2_0040,peri_urban,275,1,1,1,1,PSA_plant_onsite,0,0,1.3,1,14,4,5,0,1,1,1,1,1,10,concentrator_malfunction,2022,6,39,neonatal_respiratory,34,5,0,1,0,1064.0,6.0,1,none,6
2522,referral_hospital,O2_0017,peri_urban,297,1,1,1,1,oxygen_concentrator,7,2,1.4,1,6,4,4,0,1,1,1,1,1,15,cylinder_delivery_delay,2023,9,48,sepsis,48,0,1,0,0,762.0,25.0,1,grid_reliable,4
2523,referral_hospital,O2_0035,rural,215,1,1,1,1,LOX_bulk_tank,0,0,2.9,1,8,3,1,0,1,1,1,0,0,30,piping_system_leak,2024,5,44,trauma,0,44,0,14,9,933.0,15.0,1,solar,8
2524,referral_hospital,O2_0118,urban,215,1,1,1,1,cylinder_portable,0,0,5.2,1,13,4,2,0,1,1,1,0,0,1,PSA_plant_breakdown,2024,10,48,asthma_severe,0,48,0,20,20,687.0,12.0,1,grid_reliable,3
2525,referral_hospital,O2_0066,peri_urban,207,1,1,1,1,oxygen_concentrator,6,3,2.3,1,20,6,2,0,1,1,1,0,0,3,concentrator_malfunction,2024,5,48,surgical_anaesthesia,0,48,0,14,8,668.0,2.0,1,grid_reliable,6
2526,referral_hospital,O2_0035,peri_urban,248,1,1,1,1,cylinder_piped,0,0,2.4,1,11,7,2,0,1,1,0,1,1,0,not_applicable,2024,10,40,surgical_anaesthesia,33,7,0,3,0,822.0,33.0,0,grid_unreliable,0
2527,referral_hospital,O2_0038,rural,253,1,1,1,1,cylinder_portable,0,0,4.6,1,9,8,0,0,1,0,0,1,1,0,not_applicable,2022,1,39,heart_failure,33,6,1,1,0,1094.0,54.0,1,generator_only,2
2528,referral_hospital,O2_0199,urban,293,1,1,1,1,PSA_plant_onsite,0,0,2.0,1,7,7,4,0,1,1,0,0,0,22,empty_cylinders_not_collected,2024,12,37,asthma_severe,0,37,0,12,21,1073.0,6.0,1,grid_unreliable,3
2529,referral_hospital,O2_0036,urban,232,1,1,1,1,PSA_plant_onsite,0,0,0.4,1,12,5,1,1,1,1,0,1,1,0,not_applicable,2021,9,38,pneumonia_adult,16,22,1,5,0,771.0,45.0,1,grid_unreliable,5
2530,referral_hospital,O2_0075,urban,250,1,1,1,1,PSA_plant_onsite,0,0,3.0,1,12,7,9,0,1,1,1,1,0,0,not_applicable,2024,3,32,pneumonia_adult,27,5,0,2,0,731.0,17.0,1,generator_only,3
2531,referral_hospital,O2_0118,urban,272,1,1,1,1,LOX_bulk_tank,0,0,0.3,1,6,5,0,0,1,1,1,1,1,1,PSA_plant_breakdown,2023,4,43,surgical_anaesthesia,31,12,1,5,0,690.0,62.0,1,generator_only,0
2532,referral_hospital,O2_0025,urban,200,1,1,1,1,oxygen_concentrator,3,3,4.6,1,5,5,0,0,1,0,0,1,1,0,not_applicable,2023,1,40,neonatal_respiratory,30,10,0,2,0,764.0,9.0,1,generator_only,2
2533,referral_hospital,O2_0146,urban,256,1,1,1,1,oxygen_concentrator,4,2,3.7,1,9,4,0,0,1,1,1,1,1,0,not_applicable,2022,3,36,pneumonia_adult,17,19,1,7,0,763.0,15.0,0,grid_reliable,0
2534,referral_hospital,O2_0155,peri_urban,210,1,1,1,1,cylinder_piped,5,2,1.4,1,4,4,7,0,1,1,1,1,1,0,not_applicable,2021,2,50,asthma_severe,44,6,1,4,0,672.0,28.0,0,grid_unreliable,0
2535,referral_hospital,O2_0122,urban,268,1,1,1,1,cylinder_piped,0,0,0.8,1,13,7,8,0,1,0,0,1,1,0,not_applicable,2024,12,48,trauma,46,2,1,0,0,967.0,5.0,1,grid_reliable,1
2536,referral_hospital,O2_0030,urban,326,1,1,1,1,cylinder_portable,7,3,0.4,1,10,6,8,0,1,1,0,1,1,0,not_applicable,2022,6,43,COVID19_severe,39,4,1,1,0,928.0,25.0,1,grid_reliable,7
2537,referral_hospital,O2_0093,urban,254,1,1,1,1,PSA_plant_onsite,0,0,1.3,1,7,5,2,1,1,1,1,1,1,0,not_applicable,2023,9,39,severe_malaria,32,7,1,5,0,892.0,30.0,0,grid_reliable,0
2538,referral_hospital,O2_0189,peri_urban,271,1,1,1,1,cylinder_portable,0,0,0.3,1,18,2,3,0,1,0,0,1,1,0,not_applicable,2021,10,33,neonatal_respiratory,30,3,1,1,0,761.0,15.0,1,none,1
2539,referral_hospital,O2_0116,rural,290,1,1,1,1,PSA_plant_onsite,7,4,1.8,1,9,8,4,1,1,1,0,1,1,2,concentrator_malfunction,2024,1,24,asthma_severe,13,11,1,4,0,686.0,27.0,1,grid_reliable,0
2540,referral_hospital,O2_0016,rural,244,1,1,1,1,cylinder_portable,0,0,1.1,1,8,4,1,0,1,0,0,1,1,0,not_applicable,2023,4,39,pneumonia_child,26,13,0,6,0,555.0,12.0,1,solar,4
2541,referral_hospital,O2_0188,urban,245,1,1,1,1,LOX_bulk_tank,0,0,1.9,1,15,5,0,0,1,1,1,1,1,0,not_applicable,2023,4,34,neonatal_respiratory,29,5,1,3,0,926.0,23.0,1,grid_unreliable,5
2542,referral_hospital,O2_0159,urban,218,1,1,1,1,LOX_bulk_tank,0,0,1.5,1,7,6,1,0,1,1,1,1,1,4,power_outage,2021,4,33,pneumonia_adult,25,8,1,2,0,672.0,46.0,1,grid_reliable,2
2543,referral_hospital,O2_0109,urban,209,1,1,1,1,cylinder_piped,0,0,2.2,1,7,5,2,0,1,0,0,1,1,0,not_applicable,2023,3,50,severe_malaria,50,0,1,0,0,879.0,41.0,1,grid_reliable,1
2544,referral_hospital,O2_0117,rural,256,1,1,1,1,cylinder_piped,0,0,6.8,1,11,9,24,0,1,0,0,1,0,1,regulator_valve_failure,2024,2,26,pneumonia_adult,18,8,0,1,0,808.0,2.0,0,solar,3
2545,referral_hospital,O2_0081,urban,228,1,1,1,1,LOX_bulk_tank,0,0,3.3,1,6,4,5,0,1,1,1,1,1,11,demand_surge,2024,1,30,neonatal_respiratory,23,7,1,1,0,779.0,25.0,1,generator_only,2
2546,referral_hospital,O2_0135,urban,295,1,1,1,1,PSA_plant_onsite,0,0,0.1,1,20,9,3,0,1,1,1,0,0,9,no_oxygen_source,2022,7,40,pneumonia_child,0,40,0,13,5,608.0,23.0,1,solar,1
2547,referral_hospital,O2_0059,urban,222,1,1,1,1,LOX_bulk_tank,0,0,5.1,1,9,5,10,0,1,1,1,1,0,0,not_applicable,2023,1,29,neonatal_respiratory,19,10,1,5,0,703.0,23.0,0,grid_unreliable,1
2548,referral_hospital,O2_0051,rural,233,1,1,1,1,LOX_bulk_tank,0,0,0.1,1,9,5,3,0,1,0,0,1,0,0,not_applicable,2023,10,46,pneumonia_adult,44,2,0,0,0,788.0,8.0,0,grid_unreliable,6
2549,referral_hospital,O2_0178,urban,263,1,1,1,1,LOX_bulk_tank,0,0,6.2,1,11,6,2,0,1,1,1,0,0,1,concentrator_malfunction,2023,12,43,neonatal_respiratory,0,43,0,9,14,611.0,2.0,0,grid_reliable,1
2550,referral_hospital,O2_0020,urban,272,1,1,1,1,PSA_plant_onsite,0,0,3.5,1,13,4,1,0,1,1,1,1,1,0,not_applicable,2024,3,48,COVID19_severe,39,9,1,4,0,672.0,2.0,0,grid_reliable,4
2551,referral_hospital,O2_0068,peri_urban,254,1,1,1,1,LOX_bulk_tank,0,0,5.9,1,10,7,0,0,1,1,1,1,1,0,not_applicable,2022,4,32,severe_malaria,30,2,1,1,0,710.0,9.0,1,grid_unreliable,3
2552,referral_hospital,O2_0129,rural,260,1,1,1,1,cylinder_piped,0,0,0.9,1,7,5,1,0,1,0,0,1,0,0,not_applicable,2021,1,40,severe_malaria,31,9,0,4,0,1039.0,7.0,1,generator_only,3
2553,referral_hospital,O2_0006,urban,283,1,1,1,1,LOX_bulk_tank,0,0,1.1,1,12,5,4,0,1,1,0,1,1,0,not_applicable,2024,11,37,COVID19_severe,32,5,1,2,0,702.0,1.0,0,grid_unreliable,4
2554,referral_hospital,O2_0086,urban,167,1,1,1,1,LOX_bulk_tank,0,0,1.7,1,15,3,1,0,1,1,1,1,1,0,not_applicable,2024,1,36,pneumonia_child,32,4,0,1,0,845.0,29.0,1,grid_reliable,2
2555,referral_hospital,O2_0012,peri_urban,244,1,1,1,1,LOX_bulk_tank,0,0,2.0,1,9,1,6,0,1,1,0,0,0,10,power_outage,2023,8,38,severe_malaria,0,38,0,7,1,475.0,7.0,1,generator_only,2
2556,referral_hospital,O2_0018,rural,277,1,1,1,1,cylinder_piped,0,0,0.3,1,9,9,1,0,1,1,0,1,1,0,not_applicable,2022,2,38,COPD_exacerbation,17,21,1,8,0,998.0,8.0,1,grid_reliable,4
2557,referral_hospital,O2_0004,urban,225,1,1,1,1,cylinder_piped,0,0,3.3,1,8,1,6,0,1,1,1,1,0,0,not_applicable,2024,1,43,surgical_anaesthesia,31,12,1,2,0,527.0,31.0,1,grid_unreliable,4
2558,referral_hospital,O2_0067,urban,305,1,1,1,1,LOX_bulk_tank,0,0,0.2,1,8,3,3,0,1,1,1,1,1,1,demand_surge,2023,6,43,trauma,39,4,1,2,0,728.0,35.0,1,solar,5
2559,referral_hospital,O2_0183,urban,267,1,1,1,1,cylinder_piped,0,0,0.8,1,9,3,9,0,1,1,1,1,1,0,not_applicable,2021,10,42,neonatal_respiratory,26,16,0,5,0,870.0,16.0,1,grid_reliable,9
2560,referral_hospital,O2_0194,urban,241,1,1,1,1,oxygen_concentrator,7,7,1.5,1,11,4,14,0,1,1,1,1,0,0,not_applicable,2023,1,43,pneumonia_adult,35,8,1,4,0,901.0,19.0,1,grid_unreliable,3
2561,referral_hospital,O2_0171,urban,285,1,1,1,1,oxygen_concentrator,5,2,4.7,1,9,6,5,0,1,1,1,1,1,0,not_applicable,2021,5,44,trauma,27,17,0,4,0,921.0,12.0,1,generator_only,7
2562,referral_hospital,O2_0005,urban,222,1,1,1,1,cylinder_portable,0,0,5.9,1,9,7,3,0,1,1,0,1,1,15,regulator_valve_failure,2022,12,50,COPD_exacerbation,33,17,1,6,0,677.0,2.0,1,grid_reliable,2
2563,referral_hospital,O2_0191,rural,243,1,1,1,1,cylinder_piped,0,0,6.3,1,8,2,3,0,1,1,1,1,1,0,not_applicable,2024,5,40,surgical_anaesthesia,28,12,1,2,0,719.0,60.0,0,generator_only,5
2564,referral_hospital,O2_0137,urban,298,1,1,1,1,PSA_plant_onsite,0,0,3.7,1,17,2,15,0,1,1,1,0,0,4,PSA_plant_breakdown,2023,2,34,pneumonia_adult,0,34,0,9,4,921.0,14.0,1,grid_reliable,5
2565,referral_hospital,O2_0038,urban,348,1,1,1,1,LOX_bulk_tank,0,0,0.6,1,8,3,1,0,1,1,1,1,1,0,not_applicable,2021,2,33,sepsis,26,7,1,4,0,759.0,42.0,1,grid_unreliable,1
2566,referral_hospital,O2_0094,rural,293,1,1,1,1,oxygen_concentrator,5,2,1.4,1,12,5,8,0,1,1,0,1,1,0,not_applicable,2021,6,37,trauma,35,2,0,2,0,800.0,28.0,1,grid_reliable,0
2567,referral_hospital,O2_0107,rural,258,1,1,1,1,cylinder_piped,0,0,5.3,1,8,0,0,0,1,1,1,1,1,0,not_applicable,2024,8,40,neonatal_respiratory,38,2,1,0,0,762.0,10.0,1,grid_reliable,0
2568,referral_hospital,O2_0036,rural,267,1,1,1,1,LOX_bulk_tank,0,0,1.6,1,6,3,11,0,1,1,1,1,0,0,not_applicable,2024,10,42,pneumonia_adult,33,9,1,6,0,724.0,37.0,1,grid_unreliable,0
2569,referral_hospital,O2_0130,urban,228,1,1,1,1,cylinder_piped,0,0,2.5,1,3,7,8,0,1,1,1,1,1,0,not_applicable,2022,11,31,surgical_anaesthesia,14,17,1,6,0,681.0,57.0,0,grid_unreliable,12
2570,referral_hospital,O2_0184,urban,211,1,1,1,1,LOX_bulk_tank,0,0,8.0,1,15,3,11,0,1,1,1,0,0,10,PSA_plant_breakdown,2024,7,48,COVID19_severe,0,48,0,18,4,905.0,24.0,1,grid_reliable,3
2571,referral_hospital,O2_0025,urban,220,1,1,1,1,LOX_bulk_tank,0,0,0.7,1,11,3,5,0,1,0,0,1,1,0,not_applicable,2021,1,48,heart_failure,44,4,0,2,0,483.0,21.0,1,grid_unreliable,7
2572,referral_hospital,O2_0188,urban,260,1,1,1,1,PSA_plant_onsite,0,0,5.3,1,12,7,3,0,1,1,1,0,0,5,PSA_plant_breakdown,2021,2,48,severe_malaria,0,48,0,25,13,809.0,2.0,1,grid_reliable,3
2573,referral_hospital,O2_0090,rural,213,1,1,1,1,PSA_plant_onsite,0,0,10.2,1,10,4,16,0,1,0,0,1,1,0,not_applicable,2024,3,34,surgical_anaesthesia,27,7,1,1,0,820.0,16.0,0,grid_unreliable,10
2574,referral_hospital,O2_0058,peri_urban,289,1,1,1,1,PSA_plant_onsite,0,0,1.7,1,9,2,0,0,1,0,0,1,1,0,not_applicable,2024,3,39,trauma,27,12,1,4,0,875.0,20.0,0,grid_reliable,9
2575,referral_hospital,O2_0144,urban,236,1,1,1,1,LOX_bulk_tank,0,0,2.1,1,12,7,11,0,1,1,0,1,1,0,not_applicable,2022,5,42,neonatal_respiratory,31,11,1,8,0,880.0,13.0,0,grid_reliable,1
2576,referral_hospital,O2_0114,peri_urban,323,1,1,1,1,LOX_bulk_tank,0,0,3.4,1,8,8,5,0,1,1,1,0,0,30,PSA_plant_breakdown,2022,10,41,neonatal_respiratory,0,41,0,15,16,524.0,30.0,1,generator_only,0
2577,referral_hospital,O2_0094,peri_urban,270,1,1,1,1,oxygen_concentrator,6,4,0.4,1,5,4,4,0,1,1,0,1,1,9,PSA_plant_breakdown,2021,3,40,COPD_exacerbation,23,17,1,2,0,995.0,43.0,1,generator_only,4
2578,referral_hospital,O2_0052,urban,271,1,1,1,1,PSA_plant_onsite,0,0,1.8,1,14,8,3,0,1,1,0,1,1,0,not_applicable,2022,4,50,COVID19_severe,35,15,0,6,0,742.0,13.0,1,generator_only,3
2579,referral_hospital,O2_0175,peri_urban,306,1,1,1,1,PSA_plant_onsite,0,0,1.0,1,7,2,2,1,1,1,1,0,0,1,demand_surge,2022,7,41,other_hypoxemia,0,41,0,16,15,887.0,4.0,1,grid_reliable,1
2580,referral_hospital,O2_0190,urban,290,1,1,1,1,oxygen_concentrator,2,1,4.1,1,13,1,4,0,1,1,1,1,1,0,not_applicable,2021,10,34,neonatal_respiratory,16,18,0,5,0,721.0,15.0,1,grid_unreliable,3
2581,referral_hospital,O2_0168,urban,303,1,1,1,1,cylinder_piped,6,1,2.1,1,8,6,0,0,1,1,0,1,0,8,supplier_stockout,2021,8,37,other_hypoxemia,31,6,1,2,0,862.0,16.0,1,solar,0
2582,referral_hospital,O2_0059,peri_urban,265,1,1,1,1,cylinder_piped,0,0,3.0,1,6,11,2,0,1,1,1,1,1,1,concentrator_malfunction,2023,11,48,neonatal_respiratory,39,9,1,3,0,774.0,3.0,1,generator_only,2
2583,referral_hospital,O2_0039,peri_urban,247,1,1,1,1,PSA_plant_onsite,0,0,2.1,1,14,3,4,1,1,1,1,1,1,0,not_applicable,2023,10,41,pneumonia_child,35,6,1,4,0,822.0,0.0,1,grid_unreliable,9
2584,referral_hospital,O2_0171,peri_urban,204,1,1,1,1,oxygen_concentrator,1,0,2.2,1,9,4,7,0,1,1,0,1,0,1,power_outage,2023,6,37,COVID19_severe,37,0,1,0,0,639.0,6.0,0,grid_unreliable,7
2585,referral_hospital,O2_0030,urban,326,1,1,1,1,LOX_bulk_tank,0,0,9.2,1,11,5,3,0,1,1,1,1,1,0,not_applicable,2022,7,42,neonatal_respiratory,40,2,1,1,0,651.0,40.0,1,grid_unreliable,1
2586,referral_hospital,O2_0171,urban,224,1,1,1,1,cylinder_piped,0,0,0.2,1,12,8,6,0,1,1,1,1,0,0,not_applicable,2024,8,45,pneumonia_child,28,17,1,9,0,990.0,2.0,1,grid_unreliable,15
2587,referral_hospital,O2_0187,rural,256,1,1,1,1,oxygen_concentrator,4,2,4.3,1,7,6,0,0,1,1,1,1,1,0,not_applicable,2024,8,27,sepsis,18,9,1,2,0,628.0,7.0,1,grid_reliable,7
2588,referral_hospital,O2_0137,urban,197,1,1,1,1,LOX_bulk_tank,2,1,0.4,1,9,4,1,0,1,1,1,1,1,0,not_applicable,2024,12,39,surgical_anaesthesia,34,5,1,1,0,822.0,8.0,0,grid_unreliable,10
2589,referral_hospital,O2_0123,rural,306,1,1,1,1,oxygen_concentrator,5,4,8.2,1,11,3,2,0,1,0,0,1,1,0,not_applicable,2022,7,36,other_hypoxemia,32,4,1,2,0,890.0,11.0,0,grid_unreliable,3
2590,referral_hospital,O2_0176,urban,215,1,1,1,1,oxygen_concentrator,2,1,2.3,1,8,9,2,0,1,1,1,1,1,0,not_applicable,2022,3,42,pneumonia_child,35,7,1,4,0,884.0,53.0,0,grid_unreliable,0
2591,referral_hospital,O2_0115,urban,334,1,1,1,1,oxygen_concentrator,5,2,0.4,1,11,7,1,0,1,1,0,1,1,0,not_applicable,2023,6,31,pneumonia_child,20,11,1,3,0,976.0,25.0,1,grid_unreliable,4
2592,referral_hospital,O2_0187,peri_urban,277,1,1,1,1,oxygen_concentrator,9,6,2.1,1,8,5,1,0,1,0,0,0,0,5,PSA_plant_breakdown,2022,9,27,surgical_anaesthesia,0,27,0,6,6,988.0,10.0,1,grid_reliable,3
2593,referral_hospital,O2_0170,urban,245,1,1,1,1,oxygen_concentrator,4,2,6.1,1,14,1,2,0,1,1,1,1,1,0,not_applicable,2024,11,41,severe_malaria,24,17,0,7,0,754.0,3.0,0,generator_only,5
2594,referral_hospital,O2_0143,peri_urban,265,1,1,1,1,PSA_plant_onsite,0,0,0.3,1,7,4,0,1,1,1,1,1,0,0,not_applicable,2023,8,48,COVID19_severe,48,0,1,0,0,1017.0,2.0,1,grid_reliable,2
2595,referral_hospital,O2_0155,peri_urban,194,1,1,1,1,cylinder_piped,0,0,0.4,1,9,5,4,0,1,0,0,1,0,0,not_applicable,2021,4,37,heart_failure,37,0,1,0,0,809.0,9.0,1,generator_only,1
2596,referral_hospital,O2_0052,urban,216,1,1,1,1,oxygen_concentrator,13,9,2.1,1,12,4,0,0,1,1,1,1,1,0,not_applicable,2022,10,50,trauma,34,16,1,4,0,773.0,4.0,0,solar,17
2597,referral_hospital,O2_0048,peri_urban,167,1,1,1,1,LOX_bulk_tank,0,0,0.7,1,7,3,0,0,1,1,0,1,1,0,not_applicable,2022,3,43,COPD_exacerbation,18,25,1,8,0,741.0,9.0,1,grid_unreliable,2
2598,referral_hospital,O2_0197,rural,215,1,1,1,1,PSA_plant_onsite,0,0,1.1,1,7,6,4,1,1,1,1,1,1,0,not_applicable,2022,7,40,pneumonia_adult,19,21,1,5,0,731.0,27.0,1,grid_reliable,3
2599,referral_hospital,O2_0187,urban,258,1,1,1,1,LOX_bulk_tank,0,0,2.8,1,8,5,2,0,1,1,0,1,1,6,demand_surge,2023,11,34,neonatal_respiratory,21,13,0,4,0,756.0,15.0,0,grid_unreliable,0
2600,referral_hospital,O2_0048,urban,181,1,1,1,1,PSA_plant_onsite,0,0,2.2,1,12,6,20,0,1,1,0,1,1,0,not_applicable,2023,9,38,pneumonia_adult,34,4,0,1,0,614.0,13.0,1,grid_reliable,3
2601,referral_hospital,O2_0018,urban,262,1,1,1,1,cylinder_piped,4,4,1.0,1,8,4,4,0,1,1,1,1,1,0,not_applicable,2023,5,38,neonatal_respiratory,27,11,1,1,0,728.0,11.0,1,grid_reliable,7
2602,referral_hospital,O2_0010,rural,282,1,1,1,1,oxygen_concentrator,4,2,2.0,1,9,5,2,0,1,1,1,0,0,4,supplier_stockout,2021,11,48,pneumonia_adult,0,48,0,20,8,636.0,29.0,1,solar,1
2603,referral_hospital,O2_0180,urban,243,1,1,1,1,oxygen_concentrator,1,0,0.5,1,14,9,1,0,1,1,0,1,1,12,PSA_plant_breakdown,2023,12,28,pneumonia_adult,25,3,1,2,0,792.0,5.0,1,grid_reliable,0
2604,referral_hospital,O2_0017,rural,227,1,1,1,1,PSA_plant_onsite,0,0,1.8,1,12,5,1,0,1,1,1,1,1,1,PSA_plant_breakdown,2023,11,38,COPD_exacerbation,38,0,1,0,0,815.0,11.0,0,grid_unreliable,4
2605,referral_hospital,O2_0128,urban,304,1,1,1,1,PSA_plant_onsite,0,0,4.0,1,10,9,3,0,1,1,1,1,0,0,not_applicable,2021,11,45,severe_malaria,32,13,1,5,0,744.0,2.0,1,grid_reliable,6
2606,referral_hospital,O2_0177,urban,256,1,1,1,1,LOX_bulk_tank,0,0,0.5,1,7,6,7,0,1,1,1,1,1,0,not_applicable,2021,11,38,severe_malaria,26,12,1,4,0,841.0,28.0,1,solar,8
2607,referral_hospital,O2_0088,peri_urban,285,1,1,1,1,cylinder_piped,0,0,4.3,1,6,4,1,0,1,0,0,1,1,0,not_applicable,2022,6,47,sepsis,32,15,1,5,0,716.0,28.0,1,grid_unreliable,0
2608,referral_hospital,O2_0143,peri_urban,301,1,1,1,1,LOX_bulk_tank,0,0,2.8,1,12,4,1,0,1,1,1,1,0,0,not_applicable,2024,2,41,surgical_anaesthesia,26,15,1,6,0,924.0,8.0,1,solar,18
2609,referral_hospital,O2_0137,peri_urban,197,1,1,1,1,PSA_plant_onsite,0,0,0.2,1,9,5,2,1,1,1,0,1,0,0,not_applicable,2024,2,43,severe_malaria,32,11,1,4,0,726.0,9.0,1,grid_unreliable,0
2610,referral_hospital,O2_0006,peri_urban,258,1,1,1,1,PSA_plant_onsite,0,0,1.4,1,8,3,0,0,1,1,1,1,1,0,not_applicable,2024,3,36,pneumonia_adult,36,0,0,0,0,755.0,1.0,1,grid_unreliable,1
2611,referral_hospital,O2_0042,urban,263,1,1,1,1,PSA_plant_onsite,0,0,2.2,1,14,10,11,0,1,0,0,1,1,1,PSA_plant_breakdown,2023,5,45,other_hypoxemia,32,13,1,7,0,827.0,3.0,1,grid_unreliable,2
2612,referral_hospital,O2_0196,peri_urban,281,1,1,1,1,cylinder_piped,0,0,2.3,1,6,7,1,0,1,0,0,1,1,0,not_applicable,2023,4,29,pneumonia_child,23,6,1,3,0,557.0,30.0,1,generator_only,11
2613,referral_hospital,O2_0108,urban,218,1,1,1,1,PSA_plant_onsite,8,6,1.9,1,11,6,1,0,1,1,1,1,1,0,not_applicable,2022,9,41,COPD_exacerbation,21,20,0,12,0,570.0,7.0,1,none,6
2614,referral_hospital,O2_0128,urban,234,1,1,1,1,PSA_plant_onsite,0,0,5.9,1,9,2,0,1,1,1,1,1,1,0,not_applicable,2022,8,39,COVID19_severe,30,9,1,1,0,874.0,16.0,1,grid_unreliable,12
2615,referral_hospital,O2_0015,peri_urban,252,1,1,1,1,PSA_plant_onsite,7,5,2.3,1,10,4,9,1,1,0,0,1,1,0,not_applicable,2021,12,42,pneumonia_child,37,5,0,1,0,772.0,27.0,1,solar,2
2616,referral_hospital,O2_0125,urban,295,1,1,1,1,LOX_bulk_tank,0,0,5.4,1,14,4,14,0,1,1,0,1,1,0,not_applicable,2022,10,42,severe_malaria,42,0,1,0,0,862.0,7.0,0,grid_unreliable,3
2617,referral_hospital,O2_0059,peri_urban,258,1,1,1,1,oxygen_concentrator,1,1,0.5,1,12,5,0,0,1,1,1,1,1,0,not_applicable,2024,3,38,COPD_exacerbation,20,18,1,4,0,700.0,57.0,1,grid_reliable,12
2618,referral_hospital,O2_0159,peri_urban,301,1,1,1,1,PSA_plant_onsite,0,0,0.3,1,17,8,5,0,1,1,1,1,1,0,not_applicable,2024,6,44,COVID19_severe,37,7,1,2,0,818.0,11.0,1,grid_reliable,14
2619,referral_hospital,O2_0191,urban,282,1,1,1,1,PSA_plant_onsite,0,0,3.2,1,9,6,7,1,1,0,0,1,1,3,demand_surge,2022,12,40,pneumonia_child,32,8,0,2,0,651.0,23.0,1,none,10
2620,referral_hospital,O2_0198,urban,245,1,1,1,1,oxygen_concentrator,6,6,0.3,1,8,3,0,0,1,1,0,1,1,3,concentrator_malfunction,2024,2,50,heart_failure,35,15,1,6,0,665.0,7.0,1,grid_reliable,0
2621,referral_hospital,O2_0028,peri_urban,196,1,1,1,1,PSA_plant_onsite,0,0,0.6,1,11,5,2,0,1,1,0,1,1,1,demand_surge,2023,11,41,neonatal_respiratory,27,14,1,3,0,1042.0,10.0,1,grid_reliable,2
2622,referral_hospital,O2_0017,urban,261,1,1,1,1,LOX_bulk_tank,3,2,0.3,1,4,3,1,0,1,1,1,1,1,1,cylinder_delivery_delay,2022,10,33,pneumonia_child,31,2,1,0,0,940.0,5.0,1,grid_reliable,2
2623,referral_hospital,O2_0074,rural,233,1,1,1,1,cylinder_piped,0,0,1.9,1,10,5,2,0,1,1,0,1,0,0,not_applicable,2024,4,49,COPD_exacerbation,27,22,1,7,0,653.0,3.0,1,grid_reliable,11
2624,referral_hospital,O2_0189,urban,242,1,1,1,1,cylinder_portable,2,1,0.3,1,8,3,19,0,1,1,0,1,1,0,not_applicable,2024,6,42,trauma,39,3,1,0,0,1025.0,30.0,1,grid_unreliable,17
2625,referral_hospital,O2_0170,peri_urban,170,1,1,1,1,oxygen_concentrator,1,0,5.1,1,9,6,0,0,1,0,0,1,0,0,not_applicable,2022,3,28,trauma,28,0,1,0,0,737.0,15.0,1,grid_unreliable,9
2626,referral_hospital,O2_0024,rural,201,1,1,1,1,LOX_bulk_tank,3,2,1.6,1,7,6,1,0,1,0,0,1,0,2,funding_for_refill,2021,7,46,sepsis,37,9,1,3,0,605.0,18.0,1,grid_reliable,2
2627,referral_hospital,O2_0090,urban,246,1,1,1,1,cylinder_piped,0,0,3.0,1,7,9,2,0,1,1,1,1,1,0,not_applicable,2022,2,36,pneumonia_child,22,14,1,3,0,712.0,16.0,1,grid_reliable,0
2628,referral_hospital,O2_0128,urban,280,1,1,1,1,oxygen_concentrator,3,2,6.6,1,8,4,12,0,1,0,0,1,1,0,not_applicable,2023,9,53,COVID19_severe,39,14,1,5,0,609.0,6.0,1,grid_reliable,4
2629,referral_hospital,O2_0050,urban,225,1,1,1,1,LOX_bulk_tank,0,0,2.8,1,15,5,3,0,1,1,1,1,1,0,not_applicable,2021,8,35,asthma_severe,24,11,1,4,0,886.0,35.0,1,grid_reliable,17
2630,referral_hospital,O2_0120,rural,286,1,1,1,1,cylinder_piped,0,0,2.0,1,15,3,3,0,1,1,0,0,0,20,demand_surge,2022,3,49,COPD_exacerbation,0,49,0,20,11,740.0,7.0,1,grid_unreliable,0
2631,referral_hospital,O2_0150,peri_urban,292,1,1,1,1,LOX_bulk_tank,2,1,1.3,1,4,4,2,0,1,1,0,1,1,0,not_applicable,2024,4,34,other_hypoxemia,27,7,1,4,0,892.0,18.0,1,grid_unreliable,5
2632,referral_hospital,O2_0163,peri_urban,302,1,1,1,1,LOX_bulk_tank,0,0,1.1,1,10,3,13,0,1,1,1,1,1,0,not_applicable,2023,2,52,COPD_exacerbation,46,6,1,3,0,815.0,85.0,1,grid_reliable,5
2633,referral_hospital,O2_0145,urban,235,1,1,1,1,LOX_bulk_tank,3,2,0.2,1,10,8,3,0,1,1,1,1,1,0,not_applicable,2023,9,31,asthma_severe,26,5,1,3,0,872.0,1.0,1,solar,14
2634,referral_hospital,O2_0105,urban,250,1,1,1,1,oxygen_concentrator,8,4,6.7,1,15,8,2,0,1,1,1,1,1,1,power_outage,2022,7,46,COPD_exacerbation,34,12,1,2,0,781.0,25.0,1,grid_unreliable,0
2635,referral_hospital,O2_0024,urban,334,1,1,1,1,LOX_bulk_tank,7,3,1.9,1,8,6,0,0,1,1,0,1,1,0,not_applicable,2024,12,57,trauma,43,14,0,6,0,713.0,55.0,1,grid_unreliable,6
2636,referral_hospital,O2_0012,urban,234,1,1,1,1,cylinder_piped,0,0,1.4,1,11,7,4,0,1,1,1,1,1,0,not_applicable,2022,11,43,sepsis,39,4,1,0,0,902.0,4.0,1,generator_only,2
2637,referral_hospital,O2_0082,urban,236,1,1,1,1,cylinder_piped,0,0,0.8,1,8,3,5,0,1,0,0,1,1,1,cylinder_delivery_delay,2023,12,59,heart_failure,58,1,1,1,0,967.0,4.0,1,generator_only,0
2638,referral_hospital,O2_0070,urban,184,1,1,1,1,LOX_bulk_tank,0,0,9.4,1,8,3,2,0,1,1,0,1,0,0,not_applicable,2024,11,43,pneumonia_child,35,8,1,3,0,708.0,2.0,1,grid_reliable,11
2639,referral_hospital,O2_0194,urban,208,1,1,1,1,cylinder_piped,0,0,1.9,1,12,6,0,0,1,1,0,1,1,0,not_applicable,2022,6,52,COVID19_severe,41,11,0,4,0,569.0,7.0,0,none,0
2640,referral_hospital,O2_0187,rural,278,1,1,1,1,cylinder_piped,0,0,8.1,1,13,4,7,0,1,1,1,1,1,0,not_applicable,2023,10,34,sepsis,26,8,1,4,0,641.0,13.0,1,grid_reliable,2
2641,referral_hospital,O2_0091,urban,241,1,1,1,1,cylinder_piped,0,0,0.5,1,9,4,3,0,1,1,1,1,1,0,not_applicable,2023,4,34,COPD_exacerbation,30,4,1,2,0,763.0,0.0,1,solar,0
2642,referral_hospital,O2_0015,peri_urban,227,1,1,1,1,oxygen_concentrator,4,4,2.1,1,7,6,1,0,1,1,1,1,1,0,not_applicable,2021,10,52,COVID19_severe,34,18,1,4,0,725.0,98.0,1,grid_reliable,0
2643,referral_hospital,O2_0187,peri_urban,278,1,1,1,1,LOX_bulk_tank,0,0,0.6,1,13,3,0,0,1,0,0,1,1,0,not_applicable,2024,10,33,pneumonia_child,33,0,1,0,0,788.0,4.0,1,none,2
2644,referral_hospital,O2_0136,peri_urban,278,1,1,1,1,oxygen_concentrator,3,2,3.2,1,8,4,3,0,1,1,1,1,0,11,cylinder_delivery_delay,2023,7,37,other_hypoxemia,28,9,0,3,0,936.0,25.0,1,grid_reliable,2
2645,referral_hospital,O2_0045,urban,304,1,1,1,1,cylinder_piped,0,0,1.3,1,10,5,14,0,1,1,1,1,1,0,not_applicable,2024,4,43,heart_failure,31,12,0,4,0,832.0,16.0,1,grid_reliable,8
2646,referral_hospital,O2_0187,urban,201,1,1,1,1,LOX_bulk_tank,0,0,5.8,1,12,6,2,0,1,0,0,0,0,7,no_oxygen_source,2022,6,28,neonatal_respiratory,0,28,0,6,11,705.0,10.0,0,solar,10
2647,referral_hospital,O2_0052,urban,207,1,1,1,1,cylinder_piped,0,0,0.1,1,13,5,5,0,1,1,1,1,1,0,not_applicable,2024,11,33,surgical_anaesthesia,32,1,0,0,0,586.0,6.0,1,grid_unreliable,0
2648,referral_hospital,O2_0195,peri_urban,257,1,1,1,1,PSA_plant_onsite,0,0,8.7,1,13,4,5,1,1,1,0,1,0,0,not_applicable,2023,10,44,pneumonia_adult,42,2,1,1,0,800.0,17.0,1,grid_unreliable,8
2649,referral_hospital,O2_0051,urban,266,1,1,1,1,PSA_plant_onsite,0,0,0.0,1,9,3,10,1,1,1,1,1,0,0,not_applicable,2024,3,41,heart_failure,40,1,1,0,0,610.0,8.0,0,generator_only,0
2650,referral_hospital,O2_0058,peri_urban,254,1,1,1,1,cylinder_piped,0,0,1.1,1,7,8,3,0,1,1,1,1,0,0,not_applicable,2024,12,31,surgical_anaesthesia,31,0,1,0,0,920.0,13.0,1,grid_reliable,5
2651,referral_hospital,O2_0006,urban,287,1,1,1,1,oxygen_concentrator,3,1,8.7,1,8,3,0,0,1,1,1,1,0,4,cylinder_delivery_delay,2021,10,36,other_hypoxemia,28,8,1,2,0,849.0,1.0,1,generator_only,5
2652,referral_hospital,O2_0198,urban,223,1,1,1,1,LOX_bulk_tank,0,0,0.4,1,12,2,1,0,1,1,0,1,1,0,not_applicable,2024,2,39,pneumonia_child,31,8,1,2,0,908.0,7.0,1,grid_unreliable,10
2653,referral_hospital,O2_0014,urban,216,1,1,1,1,PSA_plant_onsite,0,0,1.5,1,12,4,2,1,1,1,1,1,1,0,not_applicable,2022,2,29,severe_malaria,15,14,0,6,0,673.0,22.0,1,generator_only,1
2654,referral_hospital,O2_0041,rural,199,1,1,1,1,LOX_bulk_tank,0,0,4.1,1,17,6,12,0,1,1,1,1,1,0,not_applicable,2021,7,45,heart_failure,34,11,1,4,0,842.0,31.0,0,solar,8
2655,referral_hospital,O2_0017,rural,199,1,1,1,1,PSA_plant_onsite,0,0,2.8,1,9,5,21,1,1,1,1,1,1,0,not_applicable,2021,3,35,sepsis,29,6,1,1,0,767.0,16.0,1,grid_reliable,5
2656,referral_hospital,O2_0153,rural,268,1,1,1,1,LOX_bulk_tank,0,0,1.9,1,14,6,8,0,1,1,1,1,1,0,not_applicable,2021,11,40,other_hypoxemia,26,14,1,5,0,873.0,13.0,1,grid_reliable,4
2657,referral_hospital,O2_0133,urban,279,1,1,1,1,oxygen_concentrator,5,3,2.7,1,9,4,3,0,1,1,0,1,1,0,not_applicable,2022,8,51,COVID19_severe,51,0,1,0,0,686.0,22.0,1,solar,4
2658,referral_hospital,O2_0069,urban,258,1,1,1,1,PSA_plant_onsite,0,0,2.6,1,14,4,9,0,1,0,0,1,0,2,supplier_stockout,2022,9,38,asthma_severe,34,4,0,2,0,1026.0,12.0,1,grid_unreliable,1
2659,referral_hospital,O2_0078,urban,248,1,1,1,1,PSA_plant_onsite,0,0,1.0,1,11,5,8,1,1,0,0,1,1,0,not_applicable,2024,1,41,sepsis,35,6,1,2,0,651.0,8.0,1,grid_unreliable,13
2660,referral_hospital,O2_0060,urban,268,1,1,1,1,cylinder_piped,0,0,3.6,1,11,0,1,0,1,1,1,1,0,0,not_applicable,2021,11,30,heart_failure,26,4,1,2,0,699.0,3.0,1,grid_reliable,0
2661,referral_hospital,O2_0003,rural,234,1,1,1,1,LOX_bulk_tank,0,0,4.2,1,11,3,5,0,1,1,1,1,1,0,not_applicable,2022,10,41,pneumonia_adult,27,14,1,7,0,862.0,4.0,1,grid_unreliable,10
2662,referral_hospital,O2_0137,urban,201,1,1,1,1,LOX_bulk_tank,5,4,0.5,1,8,3,0,0,1,1,1,1,1,0,not_applicable,2022,5,40,pneumonia_adult,38,2,0,1,0,985.0,12.0,1,grid_unreliable,11
2663,referral_hospital,O2_0102,rural,251,1,1,1,1,PSA_plant_onsite,0,0,0.9,1,8,4,6,1,1,1,1,0,0,15,regulator_valve_failure,2024,11,38,surgical_anaesthesia,0,38,0,11,4,606.0,18.0,0,generator_only,0
2664,referral_hospital,O2_0163,urban,226,1,1,1,1,LOX_bulk_tank,0,0,1.0,1,13,5,3,0,1,1,1,0,0,21,concentrator_malfunction,2022,4,36,trauma,0,36,0,12,17,745.0,19.0,1,generator_only,0
2665,referral_hospital,O2_0052,urban,249,1,1,1,1,cylinder_portable,0,0,3.5,1,5,3,2,0,1,0,0,1,1,0,not_applicable,2022,8,38,trauma,34,4,1,2,0,834.0,3.0,1,generator_only,1
2666,referral_hospital,O2_0099,urban,268,1,1,1,1,LOX_bulk_tank,0,0,11.2,1,7,6,4,0,1,1,1,1,1,0,not_applicable,2024,11,28,asthma_severe,23,5,1,1,0,930.0,21.0,1,grid_unreliable,2
2667,referral_hospital,O2_0002,peri_urban,252,1,1,1,1,PSA_plant_onsite,0,0,7.0,1,9,5,2,0,1,0,0,1,1,0,not_applicable,2023,1,42,trauma,32,10,1,5,0,701.0,3.0,1,grid_unreliable,5
2668,referral_hospital,O2_0195,urban,233,1,1,1,1,cylinder_piped,0,0,2.6,1,9,2,3,0,1,1,1,1,1,0,not_applicable,2022,10,30,trauma,30,0,1,0,0,1077.0,23.0,0,generator_only,0
2669,referral_hospital,O2_0074,peri_urban,263,1,1,1,1,LOX_bulk_tank,0,0,4.8,1,10,5,7,0,1,1,0,1,1,1,piping_system_leak,2021,3,46,pneumonia_child,37,9,0,4,0,726.0,71.0,1,grid_unreliable,0
2670,referral_hospital,O2_0176,urban,195,1,1,1,1,PSA_plant_onsite,0,0,15.9,1,4,5,2,1,1,1,1,1,1,0,not_applicable,2023,12,36,surgical_anaesthesia,19,17,1,5,0,934.0,0.0,1,none,15
2671,referral_hospital,O2_0193,rural,251,1,1,1,1,LOX_bulk_tank,0,0,2.5,1,12,5,0,0,1,1,1,1,1,5,power_outage,2021,10,33,pneumonia_adult,30,3,1,0,0,957.0,0.0,1,grid_unreliable,1
2672,referral_hospital,O2_0017,rural,237,1,1,1,1,cylinder_piped,7,4,1.0,1,9,5,5,0,1,1,0,0,0,9,concentrator_malfunction,2021,6,37,surgical_anaesthesia,0,37,0,10,9,862.0,15.0,1,grid_reliable,1
2673,referral_hospital,O2_0010,rural,244,1,1,1,1,cylinder_portable,0,0,5.4,1,10,3,11,0,1,1,1,1,1,0,not_applicable,2023,11,35,severe_malaria,21,14,1,4,0,905.0,6.0,1,generator_only,2
2674,referral_hospital,O2_0193,urban,236,1,1,1,1,cylinder_piped,0,0,10.6,1,12,6,18,0,1,1,1,1,1,0,not_applicable,2024,2,52,COPD_exacerbation,21,31,1,13,0,781.0,7.0,1,grid_reliable,0
2675,referral_hospital,O2_0153,urban,184,1,1,1,1,cylinder_piped,0,0,2.2,1,11,8,0,0,1,1,1,1,1,0,not_applicable,2024,5,41,COPD_exacerbation,29,12,0,4,0,822.0,25.0,1,grid_reliable,4
2676,referral_hospital,O2_0104,peri_urban,233,1,1,1,1,LOX_bulk_tank,0,0,3.4,1,9,7,6,0,1,1,1,1,1,0,not_applicable,2021,5,39,pneumonia_adult,30,9,1,3,0,689.0,29.0,1,grid_unreliable,7
2677,referral_hospital,O2_0100,urban,256,1,1,1,1,LOX_bulk_tank,0,0,0.1,1,8,2,2,0,1,1,1,1,1,1,funding_for_refill,2024,12,39,asthma_severe,33,6,1,1,0,699.0,9.0,1,none,1
2678,referral_hospital,O2_0132,peri_urban,173,1,1,1,1,cylinder_piped,0,0,3.5,1,10,7,2,0,1,1,1,1,0,0,not_applicable,2023,6,49,pneumonia_child,30,19,1,6,0,644.0,9.0,1,generator_only,5
2679,referral_hospital,O2_0175,urban,295,1,1,1,1,LOX_bulk_tank,7,4,6.5,1,17,4,18,0,1,1,1,0,0,5,empty_cylinders_not_collected,2023,10,34,severe_malaria,0,34,0,10,5,777.0,29.0,1,grid_reliable,0
2680,referral_hospital,O2_0156,peri_urban,246,1,1,1,1,oxygen_concentrator,7,4,4.1,1,9,4,3,0,1,1,1,0,0,25,cylinder_delivery_delay,2021,12,62,heart_failure,0,62,0,24,17,1128.0,8.0,1,grid_unreliable,0
2681,referral_hospital,O2_0145,urban,297,1,1,1,1,oxygen_concentrator,7,4,4.3,1,9,5,6,0,1,0,0,1,1,0,not_applicable,2024,8,31,asthma_severe,28,3,1,1,0,967.0,2.0,1,grid_reliable,2
2682,referral_hospital,O2_0092,urban,310,1,1,1,1,oxygen_concentrator,3,2,1.1,1,9,6,4,0,1,0,0,1,1,0,not_applicable,2023,2,36,pneumonia_child,32,4,1,4,0,756.0,28.0,0,grid_unreliable,0
2683,referral_hospital,O2_0087,peri_urban,260,1,1,1,1,oxygen_concentrator,5,2,7.2,1,9,8,6,0,1,0,0,1,1,0,not_applicable,2023,10,35,pneumonia_adult,27,8,0,1,0,687.0,56.0,0,grid_reliable,5
2684,referral_hospital,O2_0145,urban,215,1,1,1,1,PSA_plant_onsite,12,6,1.1,1,16,8,0,1,1,1,0,1,1,0,not_applicable,2024,5,36,heart_failure,29,7,1,0,0,1042.0,3.0,1,solar,3
2685,referral_hospital,O2_0147,urban,275,1,1,1,1,LOX_bulk_tank,0,0,0.3,1,10,4,0,0,1,1,0,1,1,0,not_applicable,2021,7,37,pneumonia_child,27,10,1,3,0,676.0,2.0,1,grid_reliable,0
2686,referral_hospital,O2_0048,peri_urban,263,1,1,1,1,LOX_bulk_tank,0,0,1.6,1,11,9,2,0,1,1,1,0,0,30,demand_surge,2023,1,42,pneumonia_adult,0,42,0,15,25,840.0,5.0,1,grid_unreliable,2
2687,referral_hospital,O2_0108,urban,277,1,1,1,1,cylinder_portable,2,1,1.5,1,10,12,2,0,1,1,1,1,1,0,not_applicable,2021,12,28,surgical_anaesthesia,25,3,0,0,0,1061.0,13.0,1,grid_unreliable,2
2688,referral_hospital,O2_0164,urban,275,1,1,1,1,LOX_bulk_tank,0,0,7.0,1,6,4,1,0,1,0,0,1,1,0,not_applicable,2024,1,35,trauma,28,7,1,0,0,977.0,25.0,1,grid_unreliable,3
2689,referral_hospital,O2_0168,peri_urban,285,1,1,1,1,cylinder_piped,0,0,3.9,1,8,6,1,0,1,0,0,1,1,2,PSA_plant_breakdown,2024,10,32,surgical_anaesthesia,23,9,1,8,0,1043.0,24.0,1,generator_only,2
2690,referral_hospital,O2_0063,urban,234,1,1,1,1,oxygen_concentrator,2,1,2.8,1,9,1,2,0,1,1,0,0,0,30,empty_cylinders_not_collected,2023,1,45,pneumonia_child,0,45,0,10,18,744.0,10.0,1,none,4
2691,referral_hospital,O2_0095,urban,223,1,1,1,1,PSA_plant_onsite,0,0,3.1,1,9,1,15,1,1,1,1,1,1,0,not_applicable,2022,2,42,severe_malaria,26,16,1,7,0,642.0,15.0,1,grid_unreliable,4
2692,referral_hospital,O2_0158,peri_urban,210,1,1,1,1,PSA_plant_onsite,0,0,2.8,1,11,10,0,1,1,1,0,1,1,0,not_applicable,2023,4,41,COPD_exacerbation,36,5,1,2,0,796.0,12.0,1,grid_reliable,6
2693,referral_hospital,O2_0144,rural,202,1,1,1,1,oxygen_concentrator,6,6,2.7,1,8,3,6,0,1,1,1,0,0,4,empty_cylinders_not_collected,2021,8,30,surgical_anaesthesia,0,30,0,8,15,843.0,23.0,1,grid_unreliable,10
2694,referral_hospital,O2_0195,peri_urban,197,1,1,1,1,PSA_plant_onsite,4,2,0.5,1,6,4,7,1,1,1,1,1,1,0,not_applicable,2023,1,48,pneumonia_child,44,4,1,1,0,769.0,13.0,1,grid_reliable,7
2695,referral_hospital,O2_0190,rural,218,1,1,1,1,PSA_plant_onsite,0,0,2.6,1,9,3,3,0,1,1,0,1,1,3,demand_surge,2023,7,47,COVID19_severe,34,13,0,5,0,757.0,4.0,1,grid_unreliable,2
2696,referral_hospital,O2_0111,peri_urban,288,1,1,1,1,PSA_plant_onsite,0,0,15.0,1,14,5,6,1,1,0,0,1,1,0,not_applicable,2023,1,37,heart_failure,33,4,0,3,0,638.0,35.0,1,grid_unreliable,0
2697,referral_hospital,O2_0163,rural,211,1,1,1,1,LOX_bulk_tank,0,0,0.9,1,10,3,4,0,1,1,1,1,1,0,not_applicable,2024,3,27,pneumonia_child,23,4,1,1,0,712.0,4.0,1,solar,3
2698,referral_hospital,O2_0069,rural,253,1,1,1,1,LOX_bulk_tank,0,0,1.6,1,9,4,6,0,1,1,1,1,1,0,not_applicable,2024,7,38,COPD_exacerbation,24,14,1,5,0,953.0,1.0,1,grid_unreliable,1
2699,referral_hospital,O2_0172,peri_urban,223,1,1,1,1,LOX_bulk_tank,0,0,3.9,1,6,4,8,0,1,0,0,1,1,0,not_applicable,2023,10,47,severe_malaria,31,16,1,7,0,720.0,27.0,1,grid_unreliable,21
2700,referral_hospital,O2_0008,peri_urban,287,1,1,1,1,cylinder_piped,11,10,0.0,1,20,5,21,0,1,1,0,1,1,0,not_applicable,2024,6,35,heart_failure,22,13,1,6,0,722.0,31.0,1,generator_only,0
2701,referral_hospital,O2_0181,urban,218,1,1,1,1,LOX_bulk_tank,0,0,2.4,1,11,4,14,0,1,1,1,1,0,0,not_applicable,2022,6,42,other_hypoxemia,32,10,1,5,0,853.0,11.0,1,grid_unreliable,7
2702,referral_hospital,O2_0015,urban,221,1,1,1,1,cylinder_portable,0,0,2.4,1,9,8,4,0,1,1,1,1,1,0,not_applicable,2023,6,37,severe_malaria,22,15,1,5,0,931.0,7.0,1,grid_unreliable,3
2703,referral_hospital,O2_0173,urban,197,1,1,1,1,oxygen_concentrator,6,5,0.5,1,10,9,6,0,1,1,1,1,1,0,not_applicable,2023,6,39,sepsis,36,3,0,0,0,551.0,0.0,1,generator_only,26
2704,referral_hospital,O2_0132,urban,313,1,1,1,1,PSA_plant_onsite,0,0,5.5,1,9,9,3,1,1,1,1,0,0,4,concentrator_malfunction,2022,10,45,pneumonia_adult,0,45,0,22,21,877.0,20.0,1,grid_reliable,3
2705,referral_hospital,O2_0187,urban,289,1,1,1,1,oxygen_concentrator,5,5,0.4,1,8,5,0,0,1,1,0,1,1,1,PSA_plant_breakdown,2021,4,25,COPD_exacerbation,23,2,1,1,0,844.0,7.0,0,grid_unreliable,7
2706,referral_hospital,O2_0115,urban,260,1,1,1,1,PSA_plant_onsite,0,0,1.7,1,14,4,10,1,1,1,1,1,1,0,not_applicable,2023,11,28,severe_malaria,26,2,0,1,0,987.0,22.0,1,grid_reliable,2
2707,referral_hospital,O2_0152,peri_urban,222,1,1,1,1,PSA_plant_onsite,0,0,1.9,1,5,6,0,1,1,1,1,1,0,0,not_applicable,2022,8,45,pneumonia_child,38,7,0,2,0,819.0,18.0,1,grid_reliable,7
2708,referral_hospital,O2_0111,urban,239,1,1,1,1,cylinder_piped,0,0,3.4,1,13,4,1,0,1,1,1,1,1,0,not_applicable,2024,1,49,pneumonia_adult,40,9,0,1,0,1032.0,41.0,1,grid_reliable,4
2709,referral_hospital,O2_0030,peri_urban,282,1,1,1,1,oxygen_concentrator,8,5,0.6,1,5,12,3,0,1,1,0,0,0,3,concentrator_malfunction,2024,1,31,neonatal_respiratory,0,31,0,12,11,588.0,10.0,1,solar,0
2710,referral_hospital,O2_0019,rural,215,1,1,1,1,cylinder_piped,0,0,2.3,1,14,0,5,0,1,0,0,1,1,0,not_applicable,2023,3,37,heart_failure,34,3,1,2,0,626.0,24.0,1,none,8
2711,referral_hospital,O2_0104,peri_urban,250,1,1,1,1,PSA_plant_onsite,0,0,7.9,1,12,9,0,0,1,1,0,0,0,1,piping_system_leak,2022,9,39,pneumonia_adult,0,39,0,12,13,959.0,7.0,1,grid_reliable,9
2712,referral_hospital,O2_0021,peri_urban,304,1,1,1,1,LOX_bulk_tank,0,0,4.5,1,11,2,3,0,1,1,1,1,1,0,not_applicable,2023,9,35,surgical_anaesthesia,27,8,0,3,0,601.0,15.0,1,generator_only,5
2713,referral_hospital,O2_0043,urban,217,1,1,1,1,LOX_bulk_tank,0,0,8.2,1,13,4,13,0,1,1,1,1,1,0,not_applicable,2022,2,36,pneumonia_adult,23,13,0,4,0,824.0,1.0,1,grid_unreliable,0
2714,referral_hospital,O2_0154,peri_urban,209,1,1,1,1,PSA_plant_onsite,6,5,0.6,1,11,6,5,1,1,1,1,1,1,0,not_applicable,2023,4,38,pneumonia_adult,32,6,1,3,0,712.0,8.0,1,grid_unreliable,2
2715,referral_hospital,O2_0154,urban,324,1,1,1,1,PSA_plant_onsite,0,0,9.8,1,16,5,13,0,1,0,0,1,0,4,power_outage,2021,7,42,trauma,32,10,1,4,0,541.0,12.0,1,solar,6
2716,referral_hospital,O2_0074,urban,328,1,1,1,1,LOX_bulk_tank,0,0,2.5,1,4,3,3,0,1,1,0,1,1,0,not_applicable,2023,2,41,trauma,37,4,1,1,0,726.0,16.0,1,grid_reliable,6
2717,referral_hospital,O2_0005,urban,281,1,1,1,1,PSA_plant_onsite,3,1,6.7,1,7,6,4,0,1,1,1,0,0,7,PSA_plant_breakdown,2024,11,36,other_hypoxemia,0,36,0,10,16,1134.0,36.0,1,generator_only,1
2718,referral_hospital,O2_0146,peri_urban,191,1,1,1,1,cylinder_portable,0,0,1.7,1,9,5,0,0,1,1,0,1,1,0,not_applicable,2021,7,55,heart_failure,42,13,1,3,0,799.0,10.0,0,grid_reliable,5
2719,referral_hospital,O2_0086,peri_urban,226,1,1,1,1,PSA_plant_onsite,3,1,2.2,1,7,6,0,0,1,1,1,1,1,0,not_applicable,2021,11,45,COPD_exacerbation,36,9,1,6,0,747.0,8.0,1,grid_unreliable,7
2720,referral_hospital,O2_0111,peri_urban,312,1,1,1,1,LOX_bulk_tank,0,0,0.8,1,6,3,6,0,1,1,1,1,1,1,supplier_stockout,2024,4,41,COVID19_severe,33,8,0,3,0,695.0,16.0,0,generator_only,3
2721,referral_hospital,O2_0152,urban,234,1,1,1,1,PSA_plant_onsite,0,0,5.4,1,6,6,0,0,1,1,1,1,1,0,not_applicable,2023,4,38,sepsis,21,17,1,5,0,732.0,6.0,1,grid_reliable,3
2722,referral_hospital,O2_0108,peri_urban,271,1,1,1,1,oxygen_concentrator,9,6,0.8,1,15,3,5,0,1,0,0,1,1,0,not_applicable,2024,2,47,pneumonia_adult,40,7,0,3,0,850.0,9.0,1,grid_reliable,15
2723,referral_hospital,O2_0136,peri_urban,251,1,1,1,1,PSA_plant_onsite,4,1,0.3,1,8,5,4,1,1,1,1,1,1,0,not_applicable,2022,10,33,neonatal_respiratory,22,11,0,2,0,755.0,2.0,1,grid_reliable,7
2724,referral_hospital,O2_0144,urban,257,1,1,1,1,cylinder_portable,10,9,0.5,1,17,9,0,0,1,1,1,1,1,0,not_applicable,2022,1,50,neonatal_respiratory,34,16,1,7,0,934.0,21.0,1,grid_reliable,7
2725,referral_hospital,O2_0104,urban,225,1,1,1,1,cylinder_portable,10,5,0.7,1,7,5,0,0,1,1,1,1,1,0,not_applicable,2021,7,23,pneumonia_adult,20,3,1,1,0,595.0,48.0,1,grid_unreliable,1
2726,referral_hospital,O2_0116,urban,288,1,1,1,1,LOX_bulk_tank,0,0,2.2,1,16,4,0,0,1,1,0,1,1,0,not_applicable,2023,2,56,neonatal_respiratory,56,0,1,0,0,873.0,22.0,1,grid_reliable,0
2727,referral_hospital,O2_0056,urban,186,1,1,1,1,PSA_plant_onsite,0,0,3.6,1,11,4,4,0,1,0,0,0,0,22,demand_surge,2022,7,41,COVID19_severe,0,41,0,17,11,989.0,3.0,1,grid_unreliable,2
2728,referral_hospital,O2_0018,rural,287,1,1,1,1,oxygen_concentrator,4,3,0.2,1,8,7,6,0,1,1,0,0,0,1,concentrator_malfunction,2023,4,37,severe_malaria,0,37,0,15,0,761.0,22.0,1,generator_only,2
2729,referral_hospital,O2_0086,urban,279,1,1,1,1,cylinder_piped,0,0,0.9,1,7,3,15,0,1,1,1,1,1,0,not_applicable,2023,4,43,asthma_severe,43,0,1,0,0,657.0,47.0,1,grid_reliable,0
2730,referral_hospital,O2_0159,urban,271,1,1,1,1,oxygen_concentrator,8,6,6.2,1,9,8,0,0,1,1,1,1,0,0,not_applicable,2023,3,33,COVID19_severe,33,0,1,0,0,941.0,4.0,0,grid_unreliable,1
2731,referral_hospital,O2_0042,peri_urban,315,1,1,1,1,cylinder_piped,0,0,0.3,1,10,7,0,0,1,1,0,0,0,5,empty_cylinders_not_collected,2024,5,28,pneumonia_child,0,28,0,10,8,882.0,9.0,1,grid_reliable,3
2732,referral_hospital,O2_0102,peri_urban,291,1,1,1,1,cylinder_piped,0,0,4.2,1,8,7,9,0,1,1,1,0,0,7,demand_surge,2023,8,49,pneumonia_child,0,49,0,18,0,944.0,31.0,1,grid_reliable,1
2733,referral_hospital,O2_0044,urban,265,1,1,1,1,PSA_plant_onsite,0,0,0.5,1,16,6,5,1,1,1,0,1,1,0,not_applicable,2023,9,41,pneumonia_adult,29,12,1,4,0,757.0,12.0,1,grid_reliable,4
2734,referral_hospital,O2_0090,rural,265,1,1,1,1,PSA_plant_onsite,7,5,2.3,1,12,6,9,0,1,1,1,1,1,0,not_applicable,2022,2,54,pneumonia_child,43,11,1,3,0,792.0,1.0,1,solar,17
2735,referral_hospital,O2_0083,peri_urban,239,1,1,1,1,PSA_plant_onsite,0,0,1.1,1,11,4,1,0,1,1,1,1,1,0,not_applicable,2021,6,35,severe_malaria,26,9,1,2,0,623.0,14.0,1,grid_reliable,2
2736,referral_hospital,O2_0061,urban,264,1,1,1,1,oxygen_concentrator,5,1,2.1,1,11,8,1,0,1,1,0,1,1,0,not_applicable,2022,11,40,pneumonia_adult,33,7,1,1,0,1125.0,11.0,1,grid_reliable,5
2737,referral_hospital,O2_0117,urban,262,1,1,1,1,cylinder_piped,0,0,1.5,1,8,4,6,0,1,1,0,0,0,6,piping_system_leak,2023,4,45,neonatal_respiratory,0,45,0,13,11,444.0,13.0,1,grid_unreliable,2
2738,referral_hospital,O2_0120,urban,214,1,1,1,1,PSA_plant_onsite,0,0,5.8,1,5,5,4,1,1,1,1,0,0,30,demand_surge,2024,12,38,COVID19_severe,0,38,0,18,12,748.0,17.0,1,grid_reliable,6
2739,referral_hospital,O2_0176,peri_urban,228,1,1,1,1,LOX_bulk_tank,0,0,3.4,1,16,6,0,0,1,1,1,1,0,0,not_applicable,2024,1,50,pneumonia_child,41,9,0,1,0,827.0,21.0,1,none,1
2740,referral_hospital,O2_0078,urban,199,1,1,1,1,oxygen_concentrator,4,2,2.4,1,13,4,10,0,1,1,0,1,1,0,not_applicable,2024,8,43,COVID19_severe,33,10,0,2,0,674.0,36.0,1,grid_unreliable,2
2741,referral_hospital,O2_0058,rural,225,1,1,1,1,PSA_plant_onsite,0,0,0.1,1,5,2,16,0,1,1,1,1,0,9,supplier_stockout,2023,12,52,heart_failure,37,15,1,4,0,847.0,75.0,1,grid_unreliable,3
2742,referral_hospital,O2_0159,peri_urban,218,1,1,1,1,PSA_plant_onsite,0,0,4.2,1,12,0,10,1,1,1,1,0,0,8,cylinder_delivery_delay,2023,3,37,pneumonia_adult,0,37,0,14,1,814.0,19.0,1,grid_unreliable,1
2743,referral_hospital,O2_0176,peri_urban,280,1,1,1,1,cylinder_piped,0,0,7.6,1,14,10,7,0,1,0,0,0,0,1,funding_for_refill,2023,6,32,COPD_exacerbation,0,32,0,9,17,681.0,35.0,1,solar,1
2744,referral_hospital,O2_0134,urban,313,1,1,1,1,LOX_bulk_tank,0,0,6.2,1,7,4,3,0,1,1,1,1,1,0,not_applicable,2021,2,45,sepsis,39,6,1,0,0,609.0,36.0,1,solar,21
2745,referral_hospital,O2_0103,peri_urban,278,1,1,1,1,LOX_bulk_tank,0,0,11.5,1,9,3,6,0,1,0,0,1,0,1,PSA_plant_breakdown,2022,2,41,severe_malaria,23,18,1,7,0,812.0,2.0,0,grid_unreliable,2
2746,referral_hospital,O2_0085,urban,299,1,1,1,1,oxygen_concentrator,6,4,5.1,1,7,6,6,0,1,1,1,1,1,0,not_applicable,2023,2,49,neonatal_respiratory,49,0,1,0,0,803.0,8.0,1,generator_only,0
2747,referral_hospital,O2_0092,rural,281,1,1,1,1,cylinder_piped,0,0,1.7,1,10,4,0,0,1,1,1,0,0,1,cylinder_delivery_delay,2023,1,42,pneumonia_adult,0,42,0,18,17,856.0,51.0,1,grid_reliable,3
2748,referral_hospital,O2_0030,urban,251,1,1,1,1,cylinder_piped,0,0,18.3,1,7,7,7,0,1,1,1,1,1,0,not_applicable,2024,6,44,sepsis,34,10,1,3,0,699.0,81.0,1,grid_unreliable,26
2749,referral_hospital,O2_0025,urban,277,1,1,1,1,oxygen_concentrator,2,1,0.5,1,13,5,7,0,1,1,1,0,0,4,piping_system_leak,2023,6,48,pneumonia_child,0,48,0,19,0,700.0,1.0,1,grid_reliable,0
2750,referral_hospital,O2_0062,rural,286,1,1,1,1,LOX_bulk_tank,0,0,0.7,1,11,5,8,0,1,1,1,1,1,0,not_applicable,2024,11,29,surgical_anaesthesia,21,8,1,3,0,769.0,16.0,1,grid_unreliable,1
2751,referral_hospital,O2_0063,rural,266,1,1,1,1,oxygen_concentrator,3,2,0.3,1,6,5,0,0,1,1,0,1,1,0,not_applicable,2021,11,42,severe_malaria,31,11,1,2,0,780.0,17.0,0,grid_reliable,2
2752,referral_hospital,O2_0022,rural,246,1,1,1,1,PSA_plant_onsite,0,0,14.6,1,5,2,1,0,1,1,1,1,1,0,not_applicable,2022,2,39,severe_malaria,28,11,1,2,0,830.0,26.0,1,grid_reliable,1
2753,referral_hospital,O2_0186,peri_urban,215,1,1,1,1,oxygen_concentrator,4,2,6.2,1,14,1,4,0,1,1,0,1,1,0,not_applicable,2023,7,41,COVID19_severe,39,2,1,1,0,476.0,29.0,1,generator_only,9
2754,referral_hospital,O2_0098,urban,289,1,1,1,1,cylinder_piped,0,0,0.2,1,13,5,1,0,1,0,0,1,0,0,not_applicable,2022,11,42,pneumonia_adult,36,6,1,1,0,975.0,44.0,1,solar,4
2755,referral_hospital,O2_0168,urban,231,1,1,1,1,PSA_plant_onsite,0,0,0.4,1,11,5,0,0,1,1,1,1,1,0,not_applicable,2024,9,33,severe_malaria,26,7,1,5,0,740.0,6.0,0,solar,3
2756,referral_hospital,O2_0117,urban,221,1,1,1,1,cylinder_piped,0,0,2.3,1,6,7,6,0,1,1,0,1,1,5,PSA_plant_breakdown,2024,5,36,sepsis,25,11,1,3,0,829.0,2.0,1,grid_reliable,10
2757,referral_hospital,O2_0154,urban,310,1,1,1,1,LOX_bulk_tank,0,0,11.6,1,9,3,7,0,1,1,0,1,1,0,not_applicable,2022,11,32,pneumonia_child,24,8,1,3,0,819.0,15.0,1,solar,0
2758,referral_hospital,O2_0097,urban,237,1,1,1,1,cylinder_piped,0,0,1.3,1,8,1,8,0,1,0,0,1,1,0,not_applicable,2023,4,33,pneumonia_child,33,0,1,0,0,617.0,3.0,1,grid_reliable,6
2759,referral_hospital,O2_0191,peri_urban,211,1,1,1,1,oxygen_concentrator,5,4,1.0,1,15,5,1,0,1,1,1,1,1,0,not_applicable,2023,1,31,heart_failure,25,6,1,1,0,742.0,63.0,1,grid_reliable,1
2760,referral_hospital,O2_0022,urban,231,1,1,1,1,oxygen_concentrator,2,1,0.4,1,11,6,14,0,1,1,1,1,1,0,not_applicable,2024,4,37,pneumonia_child,28,9,1,1,0,460.0,9.0,1,grid_unreliable,0
2761,referral_hospital,O2_0027,urban,278,1,1,1,1,LOX_bulk_tank,0,0,3.3,1,9,4,8,0,1,1,1,1,1,0,not_applicable,2022,6,34,pneumonia_child,26,8,1,2,0,790.0,11.0,1,grid_unreliable,13
2762,referral_hospital,O2_0019,urban,269,1,1,1,1,PSA_plant_onsite,3,2,0.5,1,14,5,2,0,1,1,0,1,1,0,not_applicable,2023,2,32,severe_malaria,22,10,1,2,0,920.0,34.0,1,generator_only,14
2763,referral_hospital,O2_0080,rural,374,1,1,1,1,LOX_bulk_tank,0,0,0.3,1,8,5,2,0,1,1,1,1,1,0,not_applicable,2022,6,44,neonatal_respiratory,44,0,0,0,0,813.0,29.0,1,generator_only,0
2764,referral_hospital,O2_0079,urban,218,1,1,1,1,oxygen_concentrator,5,3,0.8,1,15,7,2,0,1,1,1,1,1,0,not_applicable,2023,11,46,pneumonia_adult,34,12,1,6,0,957.0,16.0,1,generator_only,13
2765,referral_hospital,O2_0096,peri_urban,220,1,1,1,1,cylinder_piped,0,0,7.9,1,7,2,1,0,1,1,1,1,1,1,power_outage,2023,12,44,pneumonia_child,39,5,1,2,0,693.0,10.0,0,grid_reliable,4
2766,referral_hospital,O2_0193,urban,244,1,1,1,1,oxygen_concentrator,3,2,0.3,1,10,5,10,0,1,1,1,0,0,9,concentrator_malfunction,2024,1,39,surgical_anaesthesia,0,39,0,13,19,534.0,18.0,1,grid_reliable,16
2767,referral_hospital,O2_0071,urban,303,1,1,1,1,LOX_bulk_tank,2,0,3.2,1,11,6,4,0,1,1,1,0,0,2,demand_surge,2023,6,43,pneumonia_child,0,43,0,14,17,1000.0,4.0,1,generator_only,7
2768,referral_hospital,O2_0058,urban,238,1,1,1,1,LOX_bulk_tank,0,0,1.4,1,10,3,7,0,1,0,0,1,1,0,not_applicable,2023,8,43,COVID19_severe,37,6,1,2,0,756.0,5.0,1,grid_reliable,2
2769,referral_hospital,O2_0082,rural,274,1,1,1,1,oxygen_concentrator,11,5,0.7,1,14,2,0,0,1,1,1,1,1,4,power_outage,2023,7,49,neonatal_respiratory,44,5,1,2,0,919.0,33.0,1,grid_reliable,0
2770,referral_hospital,O2_0110,urban,260,1,1,1,1,oxygen_concentrator,4,3,16.5,1,13,1,1,0,1,1,1,1,1,8,demand_surge,2024,8,46,pneumonia_child,46,0,1,0,0,716.0,28.0,1,generator_only,4
2771,referral_hospital,O2_0053,rural,232,1,1,1,1,PSA_plant_onsite,0,0,3.6,1,7,3,1,0,1,0,0,1,1,0,not_applicable,2023,4,29,pneumonia_child,20,9,0,4,0,852.0,7.0,1,grid_unreliable,0
2772,referral_hospital,O2_0090,urban,267,1,1,1,1,oxygen_concentrator,4,2,0.2,1,12,5,3,0,1,1,1,1,1,0,not_applicable,2023,10,45,trauma,44,1,0,0,0,709.0,2.0,1,grid_reliable,6
2773,referral_hospital,O2_0022,urban,248,1,1,1,1,PSA_plant_onsite,3,1,2.7,1,10,4,2,0,1,1,1,1,1,0,not_applicable,2023,11,35,pneumonia_adult,28,7,0,3,0,1040.0,9.0,1,none,13
2774,referral_hospital,O2_0012,peri_urban,183,1,1,1,1,PSA_plant_onsite,0,0,1.5,1,15,2,1,0,1,1,1,1,1,0,not_applicable,2024,3,38,other_hypoxemia,35,3,1,1,0,540.0,10.0,1,grid_reliable,0
2775,referral_hospital,O2_0152,peri_urban,189,1,1,1,1,cylinder_piped,0,0,1.6,1,7,4,0,0,1,1,1,1,1,0,not_applicable,2022,3,43,pneumonia_adult,36,7,1,2,0,511.0,3.0,1,grid_reliable,7
2776,referral_hospital,O2_0194,urban,222,1,1,1,1,cylinder_piped,9,8,3.0,1,16,3,1,0,1,1,1,1,0,7,cylinder_delivery_delay,2023,5,37,surgical_anaesthesia,37,0,0,0,0,705.0,13.0,1,grid_unreliable,1
2777,referral_hospital,O2_0114,urban,206,1,1,1,1,oxygen_concentrator,4,2,0.6,1,15,6,4,0,1,1,1,0,0,4,PSA_plant_breakdown,2023,8,42,heart_failure,0,42,0,15,10,828.0,38.0,1,generator_only,2
2778,referral_hospital,O2_0131,rural,263,1,1,1,1,PSA_plant_onsite,3,1,1.2,1,13,5,2,1,1,1,1,1,1,0,not_applicable,2022,6,38,asthma_severe,24,14,1,7,0,939.0,6.0,1,grid_reliable,9
2779,referral_hospital,O2_0097,rural,241,1,1,1,1,LOX_bulk_tank,0,0,8.3,1,11,9,0,0,1,1,0,1,1,0,not_applicable,2023,9,41,sepsis,34,7,0,0,0,627.0,2.0,1,grid_unreliable,2
2780,referral_hospital,O2_0036,urban,210,1,1,1,1,cylinder_piped,0,0,1.2,1,12,8,4,0,1,1,0,1,1,0,not_applicable,2023,6,39,sepsis,28,11,1,7,0,963.0,13.0,1,solar,2
2781,referral_hospital,O2_0023,peri_urban,237,1,1,1,1,cylinder_piped,6,3,0.9,1,8,5,13,0,1,0,0,1,0,0,not_applicable,2024,10,43,pneumonia_adult,39,4,0,4,0,558.0,2.0,0,generator_only,3
2782,referral_hospital,O2_0006,urban,280,1,1,1,1,LOX_bulk_tank,0,0,0.5,1,7,1,1,0,1,1,0,1,1,0,not_applicable,2023,9,54,pneumonia_adult,35,19,1,5,0,799.0,27.0,0,grid_reliable,3
2783,referral_hospital,O2_0107,peri_urban,240,1,1,1,1,cylinder_piped,0,0,7.5,1,12,11,7,0,1,1,1,1,1,0,not_applicable,2024,5,40,severe_malaria,27,13,1,5,0,687.0,33.0,1,grid_unreliable,3
2784,referral_hospital,O2_0006,urban,236,1,1,1,1,oxygen_concentrator,6,2,2.1,1,10,9,7,0,1,1,1,0,0,8,concentrator_malfunction,2023,3,46,asthma_severe,0,46,0,18,0,851.0,4.0,1,grid_reliable,3
2785,referral_hospital,O2_0145,urban,257,1,1,1,1,LOX_bulk_tank,0,0,1.3,1,9,6,3,0,1,1,1,1,1,1,demand_surge,2023,10,44,pneumonia_child,27,17,1,8,0,872.0,20.0,1,generator_only,3
2786,referral_hospital,O2_0118,rural,227,1,1,1,1,cylinder_piped,0,0,6.0,1,8,1,2,0,1,1,1,1,1,0,not_applicable,2023,12,29,pneumonia_child,14,15,0,5,0,712.0,25.0,0,grid_unreliable,9
2787,referral_hospital,O2_0099,peri_urban,195,1,1,1,1,LOX_bulk_tank,7,5,2.3,1,14,9,1,0,1,1,1,0,0,11,cylinder_delivery_delay,2024,5,33,pneumonia_adult,0,33,0,11,3,859.0,24.0,1,grid_unreliable,5
2788,referral_hospital,O2_0072,urban,243,1,1,1,1,PSA_plant_onsite,0,0,0.8,1,16,2,0,1,1,1,0,1,0,1,concentrator_malfunction,2022,12,36,COVID19_severe,28,8,1,0,0,800.0,6.0,1,grid_reliable,0
2789,referral_hospital,O2_0049,peri_urban,276,1,1,1,1,LOX_bulk_tank,0,0,1.6,1,9,4,2,0,1,1,0,1,1,0,not_applicable,2021,11,40,pneumonia_child,35,5,0,0,0,716.0,11.0,0,grid_reliable,0
2790,referral_hospital,O2_0089,peri_urban,250,1,1,1,1,oxygen_concentrator,4,3,2.7,1,8,6,1,0,1,1,1,1,1,0,not_applicable,2023,4,37,neonatal_respiratory,33,4,0,1,0,781.0,9.0,1,grid_reliable,0
2791,referral_hospital,O2_0104,rural,235,1,1,1,1,LOX_bulk_tank,0,0,5.8,1,1,6,4,0,1,1,1,1,0,0,not_applicable,2024,6,37,pneumonia_child,30,7,1,0,0,1064.0,3.0,1,generator_only,0
2792,referral_hospital,O2_0020,rural,220,1,1,1,1,oxygen_concentrator,7,4,1.2,1,14,4,9,0,1,1,1,0,0,18,PSA_plant_breakdown,2022,10,36,heart_failure,0,36,0,9,11,633.0,29.0,0,grid_reliable,2
2793,referral_hospital,O2_0019,rural,225,1,1,1,1,cylinder_piped,0,0,0.6,1,14,3,9,0,1,1,1,0,0,6,power_outage,2023,2,47,sepsis,0,47,0,16,23,813.0,29.0,0,solar,20
2794,referral_hospital,O2_0030,rural,215,1,1,1,1,LOX_bulk_tank,0,0,0.2,1,11,8,5,0,1,1,1,1,1,0,not_applicable,2022,9,44,COPD_exacerbation,28,16,0,7,0,752.0,44.0,1,solar,8
2795,referral_hospital,O2_0105,peri_urban,215,1,1,1,1,LOX_bulk_tank,0,0,10.8,1,11,3,0,0,1,1,0,1,1,0,not_applicable,2021,9,39,neonatal_respiratory,34,5,1,2,0,921.0,13.0,1,grid_reliable,4
2796,referral_hospital,O2_0026,peri_urban,264,1,1,1,1,LOX_bulk_tank,0,0,5.3,1,9,8,2,0,1,0,0,1,1,0,not_applicable,2024,2,39,sepsis,30,9,1,5,0,1021.0,3.0,1,grid_reliable,0
2797,referral_hospital,O2_0113,urban,264,1,1,1,1,LOX_bulk_tank,0,0,4.7,1,6,3,2,0,1,1,1,1,1,0,not_applicable,2023,10,43,surgical_anaesthesia,30,13,1,6,0,979.0,29.0,1,grid_reliable,9
2798,referral_hospital,O2_0037,urban,225,1,1,1,1,cylinder_piped,1,0,1.7,1,11,9,7,0,1,1,1,0,0,1,PSA_plant_breakdown,2023,8,39,severe_malaria,0,39,0,14,4,982.0,18.0,1,solar,0
2799,referral_hospital,O2_0151,urban,178,1,1,1,1,LOX_bulk_tank,0,0,1.9,1,6,3,2,0,1,1,1,1,0,0,not_applicable,2024,4,36,neonatal_respiratory,15,21,0,7,0,610.0,4.0,0,none,1
2800,referral_hospital,O2_0162,rural,203,1,1,1,1,cylinder_portable,0,0,0.9,1,15,5,1,0,1,1,1,1,1,1,power_outage,2022,12,47,COPD_exacerbation,31,16,1,4,0,716.0,10.0,0,grid_unreliable,8
2801,referral_hospital,O2_0114,urban,195,1,1,1,1,LOX_bulk_tank,0,0,7.4,1,8,7,0,0,1,1,0,1,1,0,not_applicable,2023,12,41,heart_failure,25,16,0,5,0,1194.0,7.0,1,none,2
2802,referral_hospital,O2_0033,urban,231,1,1,1,1,PSA_plant_onsite,0,0,2.0,1,11,6,5,0,1,1,1,1,1,0,not_applicable,2023,7,42,COPD_exacerbation,35,7,0,1,0,842.0,1.0,1,solar,8
2803,referral_hospital,O2_0039,urban,268,1,1,1,1,PSA_plant_onsite,0,0,1.8,1,15,7,13,1,1,0,0,1,1,0,not_applicable,2023,10,45,asthma_severe,40,5,1,3,0,875.0,23.0,1,solar,0
2804,referral_hospital,O2_0078,urban,247,1,1,1,1,cylinder_piped,0,0,1.0,1,9,5,1,0,1,1,1,1,1,0,not_applicable,2022,12,43,sepsis,32,11,0,4,0,757.0,11.0,1,solar,0
2805,referral_hospital,O2_0048,rural,222,1,1,1,1,cylinder_portable,5,4,2.8,1,13,3,7,0,1,1,1,1,1,0,not_applicable,2023,12,44,other_hypoxemia,22,22,0,8,0,646.0,6.0,1,grid_reliable,6
2806,referral_hospital,O2_0079,urban,293,1,1,1,1,PSA_plant_onsite,2,1,3.6,1,7,10,3,0,1,1,0,1,1,0,not_applicable,2023,6,51,trauma,48,3,0,0,0,816.0,32.0,1,grid_reliable,0
2807,referral_hospital,O2_0115,urban,265,1,1,1,1,oxygen_concentrator,3,2,2.7,1,11,6,3,0,1,1,1,0,0,1,cylinder_delivery_delay,2022,11,46,COVID19_severe,0,46,0,10,18,851.0,3.0,1,solar,1
2808,referral_hospital,O2_0152,peri_urban,228,1,1,1,1,PSA_plant_onsite,0,0,4.4,1,7,2,3,0,1,1,0,1,1,0,not_applicable,2024,4,52,trauma,48,4,1,3,0,674.0,30.0,1,grid_unreliable,0
2809,referral_hospital,O2_0101,urban,282,1,1,1,1,oxygen_concentrator,4,3,6.1,1,9,3,11,0,1,1,1,1,1,0,not_applicable,2023,4,41,pneumonia_adult,29,12,1,7,0,942.0,42.0,1,generator_only,13
2810,referral_hospital,O2_0051,urban,225,1,1,1,1,oxygen_concentrator,5,4,2.1,1,7,11,3,0,1,1,1,1,1,0,not_applicable,2022,11,30,COPD_exacerbation,22,8,0,3,0,927.0,9.0,1,generator_only,2
2811,referral_hospital,O2_0175,urban,235,1,1,1,1,PSA_plant_onsite,0,0,9.3,1,9,4,1,1,1,1,1,1,1,0,not_applicable,2022,4,37,sepsis,24,13,1,8,0,937.0,58.0,1,grid_reliable,2
2812,referral_hospital,O2_0018,peri_urban,300,1,1,1,1,cylinder_piped,0,0,4.0,1,5,4,0,0,1,0,0,1,1,0,not_applicable,2024,10,42,pneumonia_adult,42,0,1,0,0,773.0,11.0,1,grid_unreliable,4
2813,referral_hospital,O2_0111,peri_urban,168,1,1,1,1,LOX_bulk_tank,0,0,1.8,1,9,6,0,0,1,1,0,0,0,18,concentrator_malfunction,2022,8,37,surgical_anaesthesia,0,37,0,12,6,949.0,21.0,0,grid_reliable,7
2814,referral_hospital,O2_0048,peri_urban,281,1,1,1,1,PSA_plant_onsite,0,0,0.5,1,7,7,2,0,1,1,1,1,1,0,not_applicable,2022,2,33,surgical_anaesthesia,20,13,0,4,0,680.0,4.0,1,none,0
2815,referral_hospital,O2_0040,urban,273,1,1,1,1,PSA_plant_onsite,0,0,3.7,1,10,8,3,0,1,1,0,1,1,0,not_applicable,2023,9,36,COVID19_severe,22,14,1,4,0,822.0,10.0,0,generator_only,0
2816,referral_hospital,O2_0108,rural,279,1,1,1,1,oxygen_concentrator,4,2,2.5,1,7,6,3,0,1,1,1,0,0,1,concentrator_malfunction,2024,4,43,other_hypoxemia,0,43,0,19,16,868.0,7.0,0,grid_unreliable,2
2817,referral_hospital,O2_0170,urban,233,1,1,1,1,cylinder_piped,0,0,1.1,1,10,6,5,0,1,1,1,1,1,0,not_applicable,2024,10,33,severe_malaria,27,6,1,3,0,413.0,10.0,1,grid_reliable,2
2818,referral_hospital,O2_0053,urban,260,1,1,1,1,PSA_plant_onsite,3,2,0.0,1,9,0,7,0,1,1,1,1,1,0,not_applicable,2023,8,37,pneumonia_adult,30,7,1,1,0,755.0,20.0,0,grid_reliable,2
2819,referral_hospital,O2_0070,urban,300,1,1,1,1,oxygen_concentrator,1,0,11.5,1,4,9,17,0,1,1,0,0,0,1,power_outage,2024,8,36,pneumonia_child,0,36,0,13,11,794.0,5.0,1,grid_unreliable,13
2820,referral_hospital,O2_0169,urban,301,1,1,1,1,cylinder_piped,0,0,0.9,1,9,6,4,0,1,1,1,1,1,0,not_applicable,2023,5,54,surgical_anaesthesia,46,8,1,3,0,752.0,21.0,1,grid_unreliable,5
2821,referral_hospital,O2_0019,urban,218,1,1,1,1,PSA_plant_onsite,0,0,7.7,1,13,6,10,1,1,1,1,1,0,0,not_applicable,2021,6,38,pneumonia_adult,24,14,1,4,0,1016.0,9.0,1,generator_only,0
2822,referral_hospital,O2_0001,rural,256,1,1,1,1,LOX_bulk_tank,0,0,1.0,1,8,8,14,0,1,1,1,0,0,15,funding_for_refill,2024,5,40,COVID19_severe,0,40,0,18,4,928.0,30.0,1,generator_only,1
2823,referral_hospital,O2_0024,urban,197,1,1,1,1,PSA_plant_onsite,0,0,1.7,1,5,3,4,0,1,0,0,1,1,0,not_applicable,2021,12,36,asthma_severe,26,10,0,0,0,1139.0,11.0,1,grid_unreliable,1
2824,referral_hospital,O2_0168,rural,270,1,1,1,1,LOX_bulk_tank,0,0,0.1,1,14,3,0,0,1,0,0,1,0,0,not_applicable,2023,2,40,pneumonia_adult,28,12,1,4,0,608.0,7.0,1,grid_unreliable,8
2825,referral_hospital,O2_0047,urban,258,1,1,1,1,PSA_plant_onsite,2,1,2.4,1,11,5,0,1,1,0,0,1,0,0,not_applicable,2024,8,33,COPD_exacerbation,25,8,0,6,0,959.0,24.0,1,generator_only,3
2826,referral_hospital,O2_0138,urban,286,1,1,1,1,cylinder_piped,0,0,4.7,1,7,7,4,0,1,1,1,0,0,3,no_oxygen_source,2024,2,34,neonatal_respiratory,0,34,0,12,14,695.0,0.0,1,grid_unreliable,7
2827,referral_hospital,O2_0100,urban,237,1,1,1,1,LOX_bulk_tank,1,0,3.5,1,13,5,0,0,1,1,1,1,0,0,not_applicable,2024,2,34,severe_malaria,30,4,1,3,0,1010.0,39.0,1,generator_only,4
2828,referral_hospital,O2_0081,urban,303,1,1,1,1,PSA_plant_onsite,0,0,1.2,1,11,8,4,1,1,0,0,1,1,3,regulator_valve_failure,2024,6,40,COVID19_severe,27,13,1,3,0,720.0,28.0,1,solar,1
2829,referral_hospital,O2_0063,urban,234,1,1,1,1,LOX_bulk_tank,0,0,1.9,1,8,4,1,0,1,1,1,0,0,2,demand_surge,2024,7,60,trauma,0,60,0,18,25,552.0,5.0,1,generator_only,18
2830,referral_hospital,O2_0083,urban,209,1,1,1,1,oxygen_concentrator,5,2,4.5,1,7,2,8,0,1,1,1,0,0,12,PSA_plant_breakdown,2024,2,37,pneumonia_child,0,37,0,14,7,921.0,5.0,1,grid_reliable,1
2831,referral_hospital,O2_0172,rural,233,1,1,1,1,cylinder_piped,0,0,11.0,1,5,4,0,0,1,1,1,1,1,0,not_applicable,2021,11,37,COPD_exacerbation,30,7,1,1,0,482.0,10.0,0,grid_unreliable,2
2832,referral_hospital,O2_0137,rural,326,1,1,1,1,LOX_bulk_tank,0,0,3.6,1,11,3,9,0,1,1,1,1,1,0,not_applicable,2022,8,41,heart_failure,28,13,0,7,0,677.0,17.0,1,grid_unreliable,3
2833,referral_hospital,O2_0145,rural,297,1,1,1,1,PSA_plant_onsite,0,0,2.2,1,11,5,0,0,1,0,0,1,1,0,not_applicable,2022,10,48,pneumonia_adult,48,0,0,0,0,696.0,6.0,1,grid_reliable,0
2834,referral_hospital,O2_0132,peri_urban,332,1,1,1,1,cylinder_portable,0,0,7.0,1,8,3,5,0,1,1,1,1,0,0,not_applicable,2023,6,37,pneumonia_child,26,11,0,6,0,679.0,12.0,1,none,3
2835,referral_hospital,O2_0047,peri_urban,183,1,1,1,1,PSA_plant_onsite,0,0,0.5,1,5,7,6,0,1,1,0,1,0,0,not_applicable,2023,4,34,COVID19_severe,34,0,0,0,0,629.0,10.0,1,none,1
2836,referral_hospital,O2_0175,urban,277,1,1,1,1,oxygen_concentrator,7,5,8.3,1,9,4,18,0,1,1,0,1,1,0,not_applicable,2024,11,35,heart_failure,29,6,0,3,0,587.0,0.0,1,grid_unreliable,0
2837,referral_hospital,O2_0183,rural,241,1,1,1,1,PSA_plant_onsite,0,0,1.3,1,8,7,1,1,1,1,1,1,1,0,not_applicable,2024,6,38,pneumonia_adult,38,0,1,0,0,877.0,4.0,1,grid_unreliable,9
2838,referral_hospital,O2_0076,peri_urban,251,1,1,1,1,LOX_bulk_tank,0,0,2.1,1,10,7,4,0,1,1,1,1,1,1,PSA_plant_breakdown,2023,10,42,COVID19_severe,32,10,1,2,0,539.0,4.0,1,grid_reliable,12
2839,referral_hospital,O2_0144,peri_urban,233,1,1,1,1,cylinder_piped,0,0,1.8,1,9,3,0,0,1,1,1,0,0,16,PSA_plant_breakdown,2022,4,36,COVID19_severe,0,36,0,12,12,655.0,8.0,1,generator_only,3
2840,referral_hospital,O2_0095,peri_urban,306,1,1,1,1,LOX_bulk_tank,0,0,1.7,1,9,1,0,0,1,1,1,1,0,2,piping_system_leak,2023,10,46,pneumonia_child,40,6,1,2,0,946.0,6.0,1,generator_only,7
2841,referral_hospital,O2_0149,urban,281,1,1,1,1,PSA_plant_onsite,0,0,0.3,1,13,3,0,1,1,1,1,1,0,0,not_applicable,2023,7,55,sepsis,36,19,1,8,0,1017.0,8.0,1,grid_reliable,12
2842,referral_hospital,O2_0175,rural,253,1,1,1,1,oxygen_concentrator,6,4,3.9,1,11,9,3,0,1,1,1,1,1,4,concentrator_malfunction,2024,4,35,severe_malaria,34,1,1,0,0,618.0,5.0,1,generator_only,0
2843,referral_hospital,O2_0107,rural,280,1,1,1,1,oxygen_concentrator,5,2,1.5,1,9,6,7,0,1,1,0,1,0,2,demand_surge,2024,4,38,severe_malaria,38,0,1,0,0,824.0,31.0,1,grid_reliable,12
2844,referral_hospital,O2_0100,urban,267,1,1,1,1,cylinder_piped,5,4,2.0,1,6,4,0,0,1,1,0,1,1,0,not_applicable,2023,12,40,COVID19_severe,27,13,1,2,0,786.0,1.0,1,solar,6
2845,referral_hospital,O2_0044,peri_urban,235,1,1,1,1,oxygen_concentrator,5,3,2.1,1,6,6,0,0,1,1,0,0,0,7,power_outage,2022,3,48,pneumonia_adult,0,48,0,15,19,717.0,16.0,0,grid_unreliable,4
2846,referral_hospital,O2_0197,peri_urban,256,1,1,1,1,oxygen_concentrator,5,4,4.5,1,9,4,11,0,1,1,1,0,0,7,PSA_plant_breakdown,2022,7,40,neonatal_respiratory,0,40,0,16,21,572.0,14.0,1,grid_unreliable,0
2847,referral_hospital,O2_0089,rural,229,1,1,1,1,oxygen_concentrator,4,4,6.1,1,7,2,0,0,1,1,1,1,1,0,not_applicable,2022,9,37,asthma_severe,24,13,0,9,0,751.0,0.0,1,generator_only,0
2848,referral_hospital,O2_0140,urban,232,1,1,1,1,LOX_bulk_tank,0,0,1.5,1,17,5,5,0,1,1,1,1,1,0,not_applicable,2023,7,35,COVID19_severe,23,12,1,4,0,893.0,2.0,1,generator_only,12
2849,referral_hospital,O2_0110,peri_urban,241,1,1,1,1,LOX_bulk_tank,0,0,2.4,1,9,5,8,0,1,1,1,1,1,0,not_applicable,2021,8,43,trauma,37,6,1,2,0,1018.0,4.0,1,grid_reliable,0
2850,referral_hospital,O2_0037,urban,264,1,1,1,1,PSA_plant_onsite,0,0,6.3,1,19,5,18,0,1,0,0,1,1,4,concentrator_malfunction,2024,2,45,severe_malaria,34,11,1,5,0,856.0,9.0,1,grid_reliable,8
2851,referral_hospital,O2_0041,urban,196,1,1,1,1,PSA_plant_onsite,0,0,0.2,1,14,6,5,0,1,1,1,0,0,10,concentrator_malfunction,2024,5,49,asthma_severe,0,49,0,21,10,1137.0,14.0,1,generator_only,0
2852,referral_hospital,O2_0199,rural,382,1,1,1,1,PSA_plant_onsite,0,0,0.8,1,7,6,4,0,1,1,1,1,1,0,not_applicable,2021,9,46,severe_malaria,39,7,1,1,0,541.0,4.0,1,solar,4
2853,referral_hospital,O2_0083,urban,245,1,1,1,1,cylinder_portable,0,0,7.8,1,12,11,9,0,1,1,1,1,0,0,not_applicable,2021,3,39,severe_malaria,28,11,1,4,0,921.0,21.0,1,grid_reliable,8
2854,referral_hospital,O2_0137,urban,296,1,1,1,1,LOX_bulk_tank,0,0,3.3,1,14,9,5,0,1,0,0,0,0,16,piping_system_leak,2023,2,43,COPD_exacerbation,0,43,0,14,20,587.0,10.0,0,generator_only,3
2855,referral_hospital,O2_0082,urban,254,1,1,1,1,LOX_bulk_tank,0,0,0.1,1,5,3,2,0,1,1,1,1,1,0,not_applicable,2023,6,37,surgical_anaesthesia,29,8,0,2,0,801.0,7.0,1,grid_unreliable,0
2856,referral_hospital,O2_0159,urban,279,1,1,1,1,LOX_bulk_tank,0,0,0.6,1,9,6,1,0,1,1,0,1,1,0,not_applicable,2022,10,39,pneumonia_adult,35,4,1,2,0,981.0,1.0,1,grid_reliable,1
2857,referral_hospital,O2_0028,urban,273,1,1,1,1,LOX_bulk_tank,0,0,5.4,1,16,7,3,0,1,1,1,1,1,0,not_applicable,2024,11,41,trauma,41,0,1,0,0,764.0,10.0,1,grid_unreliable,8
2858,referral_hospital,O2_0019,urban,293,1,1,1,1,oxygen_concentrator,2,0,3.0,1,19,6,4,0,1,0,0,1,1,0,not_applicable,2023,6,50,sepsis,39,11,1,1,0,795.0,22.0,1,grid_reliable,3
2859,referral_hospital,O2_0194,urban,222,1,1,1,1,cylinder_piped,0,0,4.2,1,16,6,3,0,1,1,1,0,0,20,piping_system_leak,2023,12,42,sepsis,0,42,0,11,6,797.0,43.0,1,grid_unreliable,0
2860,referral_hospital,O2_0080,peri_urban,278,1,1,1,1,oxygen_concentrator,1,0,0.0,1,17,1,0,0,1,0,0,1,0,0,not_applicable,2022,11,45,other_hypoxemia,27,18,1,7,0,704.0,21.0,0,generator_only,3
2861,referral_hospital,O2_0107,peri_urban,210,1,1,1,1,oxygen_concentrator,7,6,1.1,1,13,4,1,0,1,1,1,1,0,0,not_applicable,2024,5,33,pneumonia_adult,21,12,1,5,0,843.0,11.0,1,generator_only,1
2862,referral_hospital,O2_0039,rural,245,1,1,1,1,PSA_plant_onsite,0,0,1.2,1,9,4,3,1,1,1,1,1,1,9,regulator_valve_failure,2021,6,32,COVID19_severe,17,15,1,7,0,943.0,33.0,1,grid_unreliable,0
2863,referral_hospital,O2_0061,urban,271,1,1,1,1,cylinder_piped,0,0,0.7,1,11,2,4,0,1,1,0,1,1,1,demand_surge,2024,8,61,trauma,52,9,0,3,0,728.0,36.0,1,grid_unreliable,1
2864,referral_hospital,O2_0129,rural,216,1,1,1,1,cylinder_piped,0,0,2.8,1,18,6,1,0,1,1,1,1,1,0,not_applicable,2024,6,48,sepsis,38,10,1,4,0,844.0,25.0,1,grid_unreliable,1
2865,referral_hospital,O2_0062,urban,219,1,1,1,1,PSA_plant_onsite,0,0,3.3,1,8,9,1,1,1,1,1,1,1,1,power_outage,2021,1,40,pneumonia_adult,34,6,0,4,0,759.0,3.0,1,grid_reliable,2
2866,referral_hospital,O2_0176,rural,189,1,1,1,1,PSA_plant_onsite,0,0,3.1,1,5,13,8,0,1,1,1,1,1,0,not_applicable,2024,7,41,COVID19_severe,34,7,1,5,0,634.0,8.0,1,grid_unreliable,2
2867,referral_hospital,O2_0025,peri_urban,360,1,1,1,1,cylinder_piped,0,0,2.7,1,18,3,9,0,1,1,1,1,1,0,not_applicable,2022,9,33,COPD_exacerbation,25,8,1,3,0,728.0,4.0,1,grid_unreliable,8
2868,referral_hospital,O2_0099,rural,224,1,1,1,1,LOX_bulk_tank,2,0,3.1,1,13,5,1,0,1,1,1,1,1,12,piping_system_leak,2024,7,27,pneumonia_adult,16,11,1,6,0,678.0,9.0,1,grid_unreliable,2
2869,referral_hospital,O2_0070,urban,323,1,1,1,1,cylinder_portable,0,0,1.6,1,16,7,1,0,1,0,0,0,0,2,concentrator_malfunction,2023,6,42,COVID19_severe,0,42,0,12,13,915.0,1.0,1,grid_unreliable,19
2870,referral_hospital,O2_0109,rural,287,1,1,1,1,PSA_plant_onsite,0,0,0.9,1,8,4,13,0,1,1,1,1,1,8,cylinder_delivery_delay,2021,7,37,heart_failure,36,1,1,1,0,956.0,4.0,0,generator_only,4
2871,referral_hospital,O2_0143,urban,229,1,1,1,1,LOX_bulk_tank,0,0,0.2,1,10,7,0,0,1,1,1,1,0,0,not_applicable,2023,7,34,severe_malaria,27,7,1,1,0,831.0,7.0,1,grid_unreliable,0
2872,referral_hospital,O2_0037,rural,203,1,1,1,1,oxygen_concentrator,9,6,3.8,1,8,5,0,0,1,1,1,1,1,0,not_applicable,2023,8,37,surgical_anaesthesia,31,6,0,0,0,689.0,4.0,1,grid_unreliable,7
2873,referral_hospital,O2_0088,rural,252,1,1,1,1,LOX_bulk_tank,0,0,0.4,1,6,3,4,0,1,1,1,1,1,7,demand_surge,2024,5,44,severe_malaria,35,9,1,5,0,637.0,16.0,1,solar,2
2874,referral_hospital,O2_0011,rural,240,1,1,1,1,PSA_plant_onsite,0,0,4.9,1,8,3,2,0,1,1,1,1,1,0,not_applicable,2022,1,48,sepsis,36,12,1,2,0,762.0,46.0,0,grid_reliable,0
2875,referral_hospital,O2_0053,rural,281,1,1,1,1,PSA_plant_onsite,0,0,0.7,1,11,5,1,1,1,1,1,1,1,0,not_applicable,2023,5,38,COPD_exacerbation,26,12,0,3,0,1089.0,13.0,1,grid_unreliable,12
2876,referral_hospital,O2_0144,peri_urban,217,1,1,1,1,cylinder_piped,0,0,10.0,1,11,5,7,0,1,1,1,1,1,0,not_applicable,2024,5,43,COPD_exacerbation,40,3,0,0,0,934.0,3.0,1,generator_only,7
2877,referral_hospital,O2_0123,urban,219,1,1,1,1,LOX_bulk_tank,0,0,2.4,1,7,10,14,0,1,1,0,0,0,10,cylinder_delivery_delay,2024,7,45,COPD_exacerbation,0,45,0,10,3,705.0,1.0,1,grid_unreliable,0
2878,referral_hospital,O2_0050,peri_urban,255,1,1,1,1,PSA_plant_onsite,0,0,3.0,1,17,6,0,1,1,0,0,0,0,1,empty_cylinders_not_collected,2023,9,38,neonatal_respiratory,0,38,0,12,12,722.0,5.0,1,grid_unreliable,4
2879,referral_hospital,O2_0160,urban,229,1,1,1,1,PSA_plant_onsite,6,2,11.9,1,11,6,9,1,1,1,1,0,0,30,power_outage,2024,5,37,neonatal_respiratory,0,37,0,10,6,1055.0,30.0,1,grid_reliable,2
2880,referral_hospital,O2_0116,urban,240,1,1,1,1,cylinder_piped,0,0,1.3,1,10,7,7,0,1,1,0,0,0,15,power_outage,2024,9,32,surgical_anaesthesia,0,32,0,10,8,741.0,0.0,1,none,0
2881,referral_hospital,O2_0123,urban,153,1,1,1,1,LOX_bulk_tank,0,0,3.6,1,8,2,6,0,1,0,0,0,0,4,PSA_plant_breakdown,2023,9,47,neonatal_respiratory,0,47,0,10,18,599.0,8.0,1,grid_unreliable,4
2882,referral_hospital,O2_0171,urban,256,1,1,1,1,PSA_plant_onsite,0,0,0.0,1,11,9,6,1,1,1,1,1,1,1,PSA_plant_breakdown,2024,9,31,COPD_exacerbation,20,11,1,4,0,989.0,4.0,1,grid_reliable,3
2883,referral_hospital,O2_0014,rural,212,1,1,1,1,cylinder_piped,0,0,4.6,1,8,5,12,0,1,1,0,1,1,0,not_applicable,2022,2,35,pneumonia_child,34,1,1,1,0,708.0,5.0,1,generator_only,8
2884,referral_hospital,O2_0084,urban,253,1,1,1,1,cylinder_piped,3,2,0.8,1,15,5,20,0,1,1,1,0,0,15,supplier_stockout,2023,11,32,pneumonia_child,0,32,0,12,16,981.0,27.0,1,solar,3
2885,referral_hospital,O2_0105,peri_urban,231,1,1,1,1,oxygen_concentrator,8,4,0.4,1,17,6,1,0,1,0,0,1,1,15,demand_surge,2024,7,33,pneumonia_adult,23,10,1,3,0,848.0,7.0,0,grid_reliable,1
2886,referral_hospital,O2_0097,rural,245,1,1,1,1,oxygen_concentrator,4,3,0.6,1,9,3,4,0,1,1,1,1,1,0,not_applicable,2022,9,41,neonatal_respiratory,23,18,1,5,0,999.0,19.0,1,grid_reliable,2
2887,referral_hospital,O2_0161,urban,272,1,1,1,1,LOX_bulk_tank,0,0,1.4,1,8,3,1,0,1,1,0,0,0,1,PSA_plant_breakdown,2024,5,41,sepsis,0,41,0,16,11,744.0,25.0,1,grid_reliable,0
2888,referral_hospital,O2_0100,peri_urban,293,1,1,1,1,oxygen_concentrator,4,1,2.7,1,14,3,3,0,1,1,1,1,1,0,not_applicable,2022,2,29,sepsis,29,0,0,0,0,819.0,16.0,1,generator_only,4
2889,referral_hospital,O2_0039,peri_urban,231,1,1,1,1,LOX_bulk_tank,0,0,1.1,1,7,4,0,0,1,0,0,1,1,0,not_applicable,2023,12,38,pneumonia_child,27,11,1,3,0,731.0,14.0,1,grid_unreliable,5
2890,referral_hospital,O2_0142,peri_urban,302,1,1,1,1,LOX_bulk_tank,10,8,1.5,1,11,6,4,0,1,1,1,1,1,0,not_applicable,2023,5,38,COPD_exacerbation,28,10,0,3,0,571.0,11.0,1,grid_reliable,4
2891,referral_hospital,O2_0133,peri_urban,265,1,1,1,1,PSA_plant_onsite,0,0,0.2,1,10,1,19,1,1,1,0,1,1,0,not_applicable,2022,6,37,heart_failure,34,3,1,1,0,913.0,16.0,0,grid_unreliable,1
2892,referral_hospital,O2_0092,rural,227,1,1,1,1,oxygen_concentrator,3,2,1.4,1,8,4,1,0,1,1,0,1,1,0,not_applicable,2021,9,41,neonatal_respiratory,38,3,0,1,0,661.0,9.0,1,grid_unreliable,17
2893,referral_hospital,O2_0008,urban,245,1,1,1,1,PSA_plant_onsite,0,0,0.7,1,10,2,7,1,1,1,1,0,0,23,empty_cylinders_not_collected,2022,11,46,surgical_anaesthesia,0,46,0,15,9,863.0,4.0,1,generator_only,0
2894,referral_hospital,O2_0008,urban,248,1,1,1,1,oxygen_concentrator,6,3,1.7,1,8,6,0,0,1,1,1,1,1,0,not_applicable,2024,5,42,neonatal_respiratory,33,9,1,5,0,800.0,15.0,1,grid_reliable,0
2895,referral_hospital,O2_0145,rural,263,1,1,1,1,cylinder_piped,0,0,3.3,1,14,9,0,0,1,1,1,1,1,0,not_applicable,2022,4,50,pneumonia_child,30,20,1,8,0,699.0,27.0,0,generator_only,7
2896,referral_hospital,O2_0043,urban,298,1,1,1,1,LOX_bulk_tank,0,0,17.0,1,11,2,0,0,1,1,1,1,0,0,not_applicable,2021,11,44,pneumonia_adult,38,6,1,3,0,898.0,1.0,1,solar,3
2897,referral_hospital,O2_0180,peri_urban,181,1,1,1,1,LOX_bulk_tank,0,0,2.5,1,8,3,4,0,1,1,1,1,1,0,not_applicable,2022,5,38,neonatal_respiratory,21,17,1,3,0,562.0,2.0,1,grid_reliable,0
2898,referral_hospital,O2_0006,peri_urban,278,1,1,1,1,oxygen_concentrator,7,4,1.3,1,13,10,20,0,1,1,1,1,1,0,not_applicable,2023,11,47,trauma,44,3,0,1,0,852.0,11.0,1,grid_unreliable,3
2899,referral_hospital,O2_0165,urban,275,1,1,1,1,oxygen_concentrator,3,0,0.0,1,13,2,20,0,1,0,0,1,0,1,power_outage,2023,4,37,pneumonia_child,37,0,1,0,0,700.0,5.0,1,grid_reliable,3
2900,referral_hospital,O2_0158,urban,309,1,1,1,1,PSA_plant_onsite,8,5,2.6,1,8,10,10,1,1,1,1,1,1,0,not_applicable,2022,1,39,pneumonia_child,27,12,1,6,0,620.0,14.0,1,grid_unreliable,0
2901,referral_hospital,O2_0057,peri_urban,225,1,1,1,1,oxygen_concentrator,9,7,16.3,1,9,6,5,0,1,1,1,1,1,0,not_applicable,2021,3,45,COPD_exacerbation,29,16,1,3,0,541.0,15.0,1,solar,2
2902,referral_hospital,O2_0110,urban,213,1,1,1,1,LOX_bulk_tank,0,0,5.2,1,7,5,0,0,1,1,0,1,1,0,not_applicable,2024,7,37,pneumonia_child,28,9,1,4,0,666.0,3.0,1,grid_unreliable,3
2903,referral_hospital,O2_0056,urban,221,1,1,1,1,oxygen_concentrator,5,3,4.6,1,11,9,6,0,1,1,1,1,1,0,not_applicable,2023,6,40,severe_malaria,26,14,1,8,0,850.0,32.0,1,grid_reliable,15
2904,referral_hospital,O2_0041,urban,240,1,1,1,1,LOX_bulk_tank,0,0,10.4,1,12,5,7,0,1,1,1,1,1,3,demand_surge,2023,10,36,sepsis,28,8,1,3,0,641.0,0.0,0,grid_reliable,2
2905,referral_hospital,O2_0062,urban,214,1,1,1,1,oxygen_concentrator,9,9,3.2,1,12,7,11,0,1,0,0,1,1,1,demand_surge,2024,4,43,sepsis,34,9,1,2,0,576.0,41.0,1,grid_unreliable,1
2906,referral_hospital,O2_0098,peri_urban,293,1,1,1,1,cylinder_piped,6,2,0.2,1,11,4,2,0,1,1,1,1,0,0,not_applicable,2022,10,42,asthma_severe,27,15,1,4,0,849.0,1.0,0,solar,3
2907,referral_hospital,O2_0191,urban,278,1,1,1,1,LOX_bulk_tank,5,3,2.6,1,9,5,7,0,1,1,0,1,1,1,concentrator_malfunction,2024,6,30,neonatal_respiratory,23,7,1,3,0,702.0,13.0,0,solar,1
2908,referral_hospital,O2_0109,urban,186,1,1,1,1,PSA_plant_onsite,6,3,1.0,1,9,9,3,0,1,1,1,0,0,8,cylinder_delivery_delay,2023,6,28,pneumonia_child,0,28,0,13,1,811.0,13.0,1,grid_reliable,5
2909,referral_hospital,O2_0121,peri_urban,253,1,1,1,1,cylinder_piped,0,0,0.7,1,11,7,0,0,1,1,1,1,1,0,not_applicable,2022,6,31,pneumonia_child,24,7,1,3,0,897.0,4.0,1,grid_reliable,3
2910,referral_hospital,O2_0080,urban,259,1,1,1,1,LOX_bulk_tank,0,0,3.5,1,12,5,1,0,1,1,0,0,0,1,concentrator_malfunction,2024,9,42,neonatal_respiratory,0,42,0,7,4,685.0,7.0,1,generator_only,0
2911,referral_hospital,O2_0148,rural,316,1,1,1,1,PSA_plant_onsite,0,0,0.6,1,7,5,3,0,1,1,1,0,0,1,concentrator_malfunction,2021,2,41,pneumonia_child,0,41,0,15,13,840.0,67.0,1,grid_reliable,0
2912,referral_hospital,O2_0013,urban,261,1,1,1,1,oxygen_concentrator,8,7,2.1,1,11,2,8,0,1,1,1,1,1,0,not_applicable,2021,7,45,pneumonia_adult,37,8,1,0,0,848.0,0.0,0,grid_reliable,10
2913,referral_hospital,O2_0181,urban,317,1,1,1,1,LOX_bulk_tank,0,0,7.2,1,14,4,2,0,1,1,1,1,1,0,not_applicable,2024,12,29,asthma_severe,24,5,0,0,0,796.0,40.0,1,grid_reliable,4
2914,referral_hospital,O2_0157,peri_urban,290,1,1,1,1,cylinder_piped,0,0,5.1,1,9,13,2,0,1,1,0,1,1,0,not_applicable,2024,5,42,pneumonia_child,42,0,0,0,0,878.0,12.0,0,grid_reliable,1
2915,referral_hospital,O2_0009,urban,253,1,1,1,1,oxygen_concentrator,4,1,0.1,1,7,8,2,0,1,1,1,1,1,2,PSA_plant_breakdown,2021,9,32,pneumonia_child,24,8,1,1,0,956.0,10.0,1,grid_reliable,1
2916,referral_hospital,O2_0028,rural,297,1,1,1,1,cylinder_piped,0,0,2.8,1,6,10,0,0,1,0,0,1,1,0,not_applicable,2021,3,35,surgical_anaesthesia,29,6,1,4,0,820.0,7.0,1,grid_unreliable,1
2917,referral_hospital,O2_0100,peri_urban,199,1,1,1,1,oxygen_concentrator,9,5,1.1,1,8,4,2,0,1,1,0,0,0,1,PSA_plant_breakdown,2023,3,39,pneumonia_adult,0,39,0,15,25,746.0,12.0,0,grid_reliable,0
2918,referral_hospital,O2_0160,urban,269,1,1,1,1,cylinder_piped,0,0,3.8,1,5,5,2,0,1,1,1,1,1,0,not_applicable,2023,9,45,asthma_severe,28,17,1,4,0,917.0,20.0,1,generator_only,0
2919,referral_hospital,O2_0063,rural,259,1,1,1,1,LOX_bulk_tank,0,0,2.3,1,13,4,7,0,1,1,1,0,0,10,PSA_plant_breakdown,2021,8,41,sepsis,0,41,0,18,15,672.0,9.0,1,grid_reliable,2
2920,referral_hospital,O2_0041,rural,225,1,1,1,1,PSA_plant_onsite,0,0,1.9,1,11,5,0,1,1,1,1,1,0,0,not_applicable,2023,3,44,severe_malaria,29,15,1,5,0,843.0,6.0,1,solar,19
2921,referral_hospital,O2_0193,urban,260,1,1,1,1,oxygen_concentrator,1,0,1.5,1,11,6,1,0,1,1,1,1,0,0,not_applicable,2021,6,41,neonatal_respiratory,28,13,1,4,0,725.0,2.0,1,grid_reliable,4
2922,referral_hospital,O2_0075,urban,278,1,1,1,1,LOX_bulk_tank,0,0,3.4,1,9,8,2,0,1,1,1,1,1,0,not_applicable,2024,11,52,severe_malaria,42,10,1,2,0,812.0,50.0,0,grid_reliable,5
2923,referral_hospital,O2_0137,peri_urban,305,1,1,1,1,LOX_bulk_tank,0,0,1.4,1,6,7,1,0,1,1,1,1,0,5,cylinder_delivery_delay,2022,6,39,pneumonia_child,29,10,1,2,0,706.0,2.0,1,grid_reliable,1
2924,referral_hospital,O2_0004,peri_urban,247,1,1,1,1,LOX_bulk_tank,0,0,6.6,1,14,7,1,0,1,0,0,1,0,1,PSA_plant_breakdown,2024,4,45,severe_malaria,26,19,0,3,0,816.0,21.0,1,grid_reliable,0
2925,referral_hospital,O2_0009,urban,176,1,1,1,1,oxygen_concentrator,4,3,3.5,1,8,8,5,0,1,1,1,1,1,1,concentrator_malfunction,2024,10,43,surgical_anaesthesia,42,1,1,1,0,721.0,49.0,0,grid_reliable,2
2926,referral_hospital,O2_0139,urban,208,1,1,1,1,oxygen_concentrator,2,1,1.9,1,11,8,5,0,1,1,0,1,1,4,power_outage,2022,6,34,surgical_anaesthesia,26,8,1,1,0,979.0,29.0,1,grid_unreliable,5
2927,referral_hospital,O2_0172,urban,299,1,1,1,1,oxygen_concentrator,6,4,0.1,1,13,4,2,0,1,1,0,1,1,0,not_applicable,2024,9,37,COPD_exacerbation,22,15,1,2,0,678.0,15.0,1,grid_unreliable,9
2928,referral_hospital,O2_0090,urban,269,1,1,1,1,LOX_bulk_tank,0,0,2.2,1,11,3,3,0,1,1,0,0,0,13,concentrator_malfunction,2024,3,49,asthma_severe,0,49,0,10,15,1020.0,6.0,1,generator_only,8
2929,referral_hospital,O2_0127,urban,231,1,1,1,1,oxygen_concentrator,4,2,2.0,1,9,4,5,0,1,1,1,1,1,0,not_applicable,2022,10,48,neonatal_respiratory,39,9,1,5,0,709.0,5.0,1,grid_unreliable,12
2930,referral_hospital,O2_0089,peri_urban,263,1,1,1,1,PSA_plant_onsite,7,3,2.7,1,8,7,1,1,1,1,1,1,0,0,not_applicable,2023,2,46,pneumonia_child,39,7,1,1,0,972.0,12.0,1,grid_unreliable,2
2931,referral_hospital,O2_0056,urban,249,1,1,1,1,LOX_bulk_tank,0,0,4.3,1,12,3,1,0,1,1,1,0,0,9,power_outage,2024,8,42,sepsis,0,42,0,14,20,850.0,36.0,0,generator_only,7
2932,referral_hospital,O2_0125,urban,189,1,1,1,1,oxygen_concentrator,2,1,5.0,1,9,4,1,0,1,1,1,1,1,0,not_applicable,2024,12,40,pneumonia_adult,26,14,0,8,0,995.0,18.0,1,grid_reliable,1
2933,referral_hospital,O2_0186,rural,265,1,1,1,1,LOX_bulk_tank,0,0,0.3,1,12,2,1,0,1,1,1,1,1,13,power_outage,2023,12,53,sepsis,40,13,0,4,0,872.0,21.0,1,grid_unreliable,5
2934,referral_hospital,O2_0176,rural,167,1,1,1,1,LOX_bulk_tank,0,0,5.3,1,11,6,6,0,1,1,1,1,0,0,not_applicable,2024,6,29,pneumonia_child,23,6,1,4,0,838.0,9.0,1,grid_unreliable,8
2935,referral_hospital,O2_0142,urban,232,1,1,1,1,PSA_plant_onsite,0,0,1.5,1,9,1,6,1,1,0,0,1,1,10,demand_surge,2023,11,30,trauma,15,15,1,4,0,752.0,3.0,1,none,23
2936,referral_hospital,O2_0140,urban,263,1,1,1,1,oxygen_concentrator,2,1,3.3,1,7,6,5,0,1,1,0,0,0,30,PSA_plant_breakdown,2024,3,53,COVID19_severe,0,53,0,15,19,923.0,1.0,0,grid_reliable,3
2937,referral_hospital,O2_0028,urban,294,1,1,1,1,PSA_plant_onsite,0,0,0.9,1,12,5,1,0,1,1,1,1,0,7,empty_cylinders_not_collected,2022,6,29,heart_failure,23,6,1,1,0,691.0,5.0,1,grid_unreliable,0
2938,referral_hospital,O2_0122,urban,292,1,1,1,1,oxygen_concentrator,1,0,4.6,1,10,2,12,0,1,1,1,1,0,0,not_applicable,2023,9,33,other_hypoxemia,26,7,0,3,0,896.0,2.0,1,grid_reliable,14
2939,referral_hospital,O2_0168,urban,285,1,1,1,1,PSA_plant_onsite,0,0,2.3,1,10,5,1,0,1,0,0,1,1,0,not_applicable,2022,3,37,pneumonia_child,26,11,1,5,0,704.0,16.0,1,grid_reliable,3
2940,referral_hospital,O2_0199,peri_urban,239,1,1,1,1,LOX_bulk_tank,0,0,4.6,1,13,7,1,0,1,1,1,1,1,0,not_applicable,2021,5,41,pneumonia_adult,39,2,0,0,0,706.0,1.0,1,grid_reliable,0
2941,referral_hospital,O2_0157,rural,233,1,1,1,1,cylinder_piped,6,4,2.1,1,14,4,2,0,1,1,1,1,0,0,not_applicable,2023,8,38,COPD_exacerbation,26,12,0,4,0,635.0,1.0,1,grid_reliable,3
2942,referral_hospital,O2_0004,urban,265,1,1,1,1,LOX_bulk_tank,0,0,1.8,1,4,7,0,0,1,1,0,1,1,0,not_applicable,2023,5,47,surgical_anaesthesia,44,3,1,1,0,900.0,12.0,1,grid_reliable,11
2943,referral_hospital,O2_0042,urban,174,1,1,1,1,PSA_plant_onsite,0,0,1.3,1,12,7,2,1,1,1,0,1,1,0,not_applicable,2023,8,41,pneumonia_child,31,10,1,3,0,952.0,17.0,1,solar,5
2944,referral_hospital,O2_0118,peri_urban,275,1,1,1,1,LOX_bulk_tank,0,0,0.7,1,13,5,2,0,1,1,1,1,1,0,not_applicable,2023,2,54,pneumonia_adult,49,5,0,3,0,651.0,64.0,1,solar,3
2945,referral_hospital,O2_0119,urban,232,1,1,1,1,LOX_bulk_tank,0,0,7.6,1,8,4,16,0,1,1,1,1,1,0,not_applicable,2022,4,27,severe_malaria,23,4,1,1,0,852.0,19.0,1,none,11
2946,referral_hospital,O2_0040,urban,156,1,1,1,1,cylinder_piped,0,0,6.3,1,14,8,9,0,1,1,0,1,1,0,not_applicable,2022,5,32,surgical_anaesthesia,24,8,1,2,0,597.0,8.0,1,grid_reliable,3
2947,referral_hospital,O2_0161,urban,120,1,1,1,1,PSA_plant_onsite,0,0,0.8,1,14,6,9,0,1,1,1,1,1,0,not_applicable,2022,5,42,COVID19_severe,33,9,1,3,0,982.0,9.0,1,grid_unreliable,0
2948,referral_hospital,O2_0062,urban,211,1,1,1,1,PSA_plant_onsite,0,0,6.9,1,12,9,3,0,1,1,0,1,1,6,demand_surge,2023,7,44,other_hypoxemia,32,12,1,5,0,828.0,1.0,1,grid_reliable,3
2949,referral_hospital,O2_0186,urban,235,1,1,1,1,oxygen_concentrator,7,5,2.0,1,13,6,1,0,1,1,1,1,1,9,supplier_stockout,2024,6,36,COPD_exacerbation,34,2,1,0,0,631.0,34.0,1,grid_reliable,3
2950,referral_hospital,O2_0114,peri_urban,267,1,1,1,1,LOX_bulk_tank,8,5,0.6,1,17,3,1,0,1,1,1,1,0,0,not_applicable,2021,10,43,neonatal_respiratory,36,7,1,4,0,952.0,9.0,1,grid_reliable,3
2951,referral_hospital,O2_0024,urban,292,1,1,1,1,PSA_plant_onsite,0,0,0.6,1,10,4,0,0,1,1,1,1,0,0,not_applicable,2022,5,37,trauma,34,3,1,0,0,807.0,5.0,1,grid_unreliable,6
2952,referral_hospital,O2_0160,peri_urban,223,1,1,1,1,LOX_bulk_tank,9,7,2.1,1,13,5,13,0,1,1,1,1,0,0,not_applicable,2022,2,42,other_hypoxemia,37,5,1,1,0,811.0,5.0,0,grid_unreliable,3
2953,referral_hospital,O2_0091,urban,255,1,1,1,1,cylinder_piped,0,0,6.4,1,13,7,0,0,1,1,1,1,1,0,not_applicable,2024,7,32,COPD_exacerbation,31,1,1,1,0,693.0,0.0,1,grid_reliable,1
2954,referral_hospital,O2_0195,rural,223,1,1,1,1,cylinder_piped,0,0,2.3,1,7,1,4,0,1,1,1,1,0,1,demand_surge,2022,12,33,severe_malaria,23,10,1,2,0,871.0,1.0,1,grid_reliable,1
2955,referral_hospital,O2_0072,peri_urban,319,1,1,1,1,cylinder_piped,0,0,1.7,1,9,5,7,0,1,1,1,1,1,0,not_applicable,2024,7,49,sepsis,44,5,0,1,0,502.0,16.0,1,grid_reliable,3
2956,referral_hospital,O2_0087,peri_urban,190,1,1,1,1,LOX_bulk_tank,0,0,4.2,1,9,7,23,0,1,0,0,0,0,1,concentrator_malfunction,2024,6,40,COVID19_severe,0,40,0,11,2,825.0,6.0,1,generator_only,14
2957,referral_hospital,O2_0105,urban,306,1,1,1,1,cylinder_piped,0,0,5.8,1,9,6,5,0,1,1,1,1,1,0,not_applicable,2023,5,39,sepsis,27,12,1,3,0,902.0,14.0,1,generator_only,0
2958,referral_hospital,O2_0174,urban,181,1,1,1,1,cylinder_piped,0,0,5.5,1,7,9,0,0,1,0,0,0,0,6,empty_cylinders_not_collected,2021,11,41,neonatal_respiratory,0,41,0,12,12,860.0,1.0,1,grid_reliable,14
2959,referral_hospital,O2_0176,rural,255,1,1,1,1,PSA_plant_onsite,5,3,6.4,1,19,3,0,0,1,1,0,1,0,0,not_applicable,2022,12,44,severe_malaria,37,7,1,4,0,829.0,7.0,1,grid_reliable,7
2960,referral_hospital,O2_0054,urban,173,1,1,1,1,LOX_bulk_tank,0,0,1.4,1,10,6,7,0,1,1,1,1,0,0,not_applicable,2022,6,55,COVID19_severe,32,23,1,11,0,765.0,97.0,1,generator_only,4
2961,referral_hospital,O2_0176,peri_urban,297,1,1,1,1,LOX_bulk_tank,0,0,1.2,1,7,6,10,0,1,1,0,1,1,0,not_applicable,2022,1,48,severe_malaria,41,7,1,3,0,848.0,17.0,0,grid_unreliable,2
2962,referral_hospital,O2_0068,peri_urban,208,1,1,1,1,PSA_plant_onsite,4,3,3.7,1,12,2,2,0,1,1,0,1,1,5,PSA_plant_breakdown,2023,4,40,pneumonia_child,33,7,1,0,0,646.0,11.0,1,grid_reliable,0
2963,referral_hospital,O2_0041,peri_urban,248,1,1,1,1,LOX_bulk_tank,0,0,0.1,1,6,4,6,0,1,1,1,1,1,0,not_applicable,2022,11,38,trauma,33,5,1,0,0,910.0,27.0,1,grid_reliable,2
2964,referral_hospital,O2_0154,urban,264,1,1,1,1,oxygen_concentrator,3,3,3.2,1,5,5,0,0,1,1,1,1,1,1,demand_surge,2023,1,47,COPD_exacerbation,31,16,1,4,0,822.0,0.0,1,solar,1
2965,referral_hospital,O2_0136,peri_urban,251,1,1,1,1,oxygen_concentrator,6,5,2.9,1,17,2,11,0,1,1,1,1,1,6,PSA_plant_breakdown,2021,4,41,pneumonia_child,31,10,1,5,0,811.0,23.0,1,grid_reliable,0
2966,referral_hospital,O2_0119,urban,285,1,1,1,1,cylinder_piped,5,3,3.8,1,9,10,1,0,1,1,1,1,1,0,not_applicable,2023,10,46,COPD_exacerbation,41,5,1,4,0,1053.0,15.0,1,grid_unreliable,1
2967,referral_hospital,O2_0116,urban,254,1,1,1,1,LOX_bulk_tank,0,0,4.8,1,10,5,2,0,1,1,1,1,0,15,power_outage,2024,2,48,asthma_severe,35,13,0,6,0,632.0,8.0,1,none,3
2968,referral_hospital,O2_0016,urban,283,1,1,1,1,LOX_bulk_tank,0,0,0.7,1,7,8,5,0,1,1,1,1,0,0,not_applicable,2021,6,43,trauma,35,8,1,3,0,732.0,31.0,1,grid_reliable,1
2969,referral_hospital,O2_0005,peri_urban,194,1,1,1,1,cylinder_piped,0,0,10.7,1,4,5,4,0,1,1,1,1,1,0,not_applicable,2023,3,35,trauma,22,13,1,6,0,895.0,37.0,1,none,1
2970,referral_hospital,O2_0142,peri_urban,304,1,1,1,1,LOX_bulk_tank,0,0,19.3,1,15,5,0,0,1,1,1,1,1,0,not_applicable,2023,12,49,surgical_anaesthesia,22,27,1,11,0,869.0,5.0,1,grid_unreliable,1
2971,referral_hospital,O2_0172,rural,221,1,1,1,1,LOX_bulk_tank,0,0,0.1,1,9,3,1,0,1,0,0,1,1,15,concentrator_malfunction,2023,1,49,pneumonia_adult,41,8,0,3,0,720.0,5.0,1,generator_only,0
2972,referral_hospital,O2_0152,urban,323,1,1,1,1,PSA_plant_onsite,0,0,1.8,1,6,5,2,1,1,0,0,1,1,0,not_applicable,2022,2,37,neonatal_respiratory,33,4,1,2,0,854.0,8.0,1,grid_unreliable,0
2973,referral_hospital,O2_0135,urban,300,1,1,1,1,cylinder_piped,4,1,7.9,1,12,7,7,0,1,1,1,1,0,0,not_applicable,2022,7,49,surgical_anaesthesia,34,15,1,7,0,755.0,12.0,1,grid_unreliable,1
2974,referral_hospital,O2_0099,rural,256,1,1,1,1,PSA_plant_onsite,0,0,0.4,1,13,3,19,0,1,1,0,1,1,0,not_applicable,2023,4,44,pneumonia_child,37,7,1,2,0,735.0,6.0,0,solar,1
2975,referral_hospital,O2_0052,urban,282,1,1,1,1,oxygen_concentrator,5,4,6.0,1,7,6,4,0,1,1,1,1,1,0,not_applicable,2023,4,33,pneumonia_adult,32,1,1,0,0,1024.0,40.0,1,solar,11
2976,referral_hospital,O2_0140,urban,228,1,1,1,1,cylinder_piped,5,2,3.8,1,3,7,12,0,1,1,1,0,0,11,cylinder_delivery_delay,2023,2,33,surgical_anaesthesia,0,33,0,11,13,700.0,6.0,1,grid_reliable,1
2977,referral_hospital,O2_0040,peri_urban,224,1,1,1,1,oxygen_concentrator,8,6,4.8,1,12,6,1,0,1,1,0,1,0,0,not_applicable,2021,12,46,neonatal_respiratory,38,8,1,1,0,487.0,13.0,1,grid_unreliable,11
2978,referral_hospital,O2_0080,peri_urban,270,1,1,1,1,PSA_plant_onsite,5,3,19.7,1,9,6,12,1,1,1,1,1,1,0,not_applicable,2024,1,36,surgical_anaesthesia,34,2,1,1,0,689.0,9.0,1,grid_unreliable,11
2979,referral_hospital,O2_0009,peri_urban,231,1,1,1,1,PSA_plant_onsite,0,0,4.2,1,3,3,8,1,1,0,0,0,0,9,no_oxygen_source,2022,2,40,pneumonia_adult,0,40,0,13,10,818.0,20.0,1,grid_unreliable,3
2980,referral_hospital,O2_0163,rural,243,1,1,1,1,oxygen_concentrator,2,1,1.9,1,11,3,1,0,1,1,1,1,1,0,not_applicable,2024,3,46,trauma,38,8,1,4,0,1084.0,7.0,1,generator_only,6
2981,referral_hospital,O2_0153,peri_urban,242,1,1,1,1,oxygen_concentrator,6,5,1.9,1,13,8,3,0,1,1,1,1,0,0,not_applicable,2024,9,44,COVID19_severe,38,6,1,3,0,537.0,73.0,1,generator_only,3
2982,referral_hospital,O2_0103,peri_urban,263,1,1,1,1,oxygen_concentrator,6,1,1.0,1,5,4,1,0,1,1,1,1,1,0,not_applicable,2024,9,40,neonatal_respiratory,35,5,1,0,0,935.0,23.0,1,grid_reliable,0
2983,referral_hospital,O2_0025,urban,232,1,1,1,1,LOX_bulk_tank,5,4,11.7,1,11,7,4,0,1,1,0,1,1,0,not_applicable,2024,7,46,neonatal_respiratory,42,4,1,2,0,686.0,5.0,1,grid_unreliable,7
2984,referral_hospital,O2_0016,rural,258,1,1,1,1,LOX_bulk_tank,0,0,2.2,1,12,2,8,0,1,1,0,1,1,0,not_applicable,2024,11,39,severe_malaria,27,12,1,3,0,760.0,90.0,1,grid_reliable,5
2985,referral_hospital,O2_0183,peri_urban,192,1,1,1,1,PSA_plant_onsite,0,0,1.6,1,8,3,2,1,1,1,1,1,1,0,not_applicable,2022,5,36,sepsis,31,5,1,1,0,673.0,17.0,1,grid_reliable,3
2986,referral_hospital,O2_0130,rural,265,1,1,1,1,LOX_bulk_tank,0,0,1.6,1,11,6,5,0,1,1,1,1,1,0,not_applicable,2023,2,32,pneumonia_adult,21,11,0,3,0,926.0,14.0,1,grid_unreliable,1
2987,referral_hospital,O2_0186,urban,276,1,1,1,1,LOX_bulk_tank,0,0,1.3,1,12,5,0,0,1,1,0,1,1,1,concentrator_malfunction,2022,3,39,pneumonia_child,26,13,0,2,0,932.0,3.0,1,grid_unreliable,21
2988,referral_hospital,O2_0063,rural,260,1,1,1,1,oxygen_concentrator,3,2,0.7,1,15,6,0,0,1,1,1,1,1,0,not_applicable,2024,10,39,pneumonia_child,32,7,1,4,0,696.0,23.0,1,solar,7
2989,referral_hospital,O2_0189,urban,294,1,1,1,1,LOX_bulk_tank,0,0,10.0,1,20,5,5,0,1,1,0,1,1,0,not_applicable,2024,10,38,severe_malaria,27,11,1,2,0,846.0,13.0,1,grid_reliable,0
2990,referral_hospital,O2_0042,urban,224,1,1,1,1,LOX_bulk_tank,5,3,1.5,1,10,4,11,0,1,1,0,1,1,0,not_applicable,2024,10,46,sepsis,34,12,1,6,0,1078.0,20.0,1,generator_only,0
2991,referral_hospital,O2_0059,peri_urban,307,1,1,1,1,PSA_plant_onsite,7,6,4.9,1,14,4,3,1,1,1,1,1,1,0,not_applicable,2021,3,43,pneumonia_child,30,13,1,7,0,1066.0,13.0,1,none,16
2992,referral_hospital,O2_0078,urban,208,1,1,1,1,oxygen_concentrator,4,3,3.5,1,12,2,4,0,1,1,1,1,1,0,not_applicable,2021,10,42,pneumonia_adult,42,0,0,0,0,1069.0,20.0,1,grid_reliable,14
2993,referral_hospital,O2_0186,peri_urban,244,1,1,1,1,oxygen_concentrator,1,0,1.1,1,15,5,7,0,1,1,1,1,1,0,not_applicable,2023,1,42,sepsis,33,9,1,4,0,921.0,9.0,0,solar,0
2994,referral_hospital,O2_0152,urban,304,1,1,1,1,PSA_plant_onsite,0,0,6.6,1,11,3,5,1,1,1,1,1,0,0,not_applicable,2021,9,42,COPD_exacerbation,22,20,1,4,0,790.0,25.0,1,grid_reliable,11
2995,referral_hospital,O2_0151,peri_urban,367,1,1,1,1,oxygen_concentrator,5,4,0.4,1,9,7,2,0,1,1,1,0,0,6,cylinder_delivery_delay,2022,8,45,heart_failure,0,45,0,15,11,880.0,10.0,1,grid_unreliable,5
2996,referral_hospital,O2_0058,urban,281,1,1,1,1,cylinder_piped,3,2,0.7,1,9,8,5,0,1,0,0,1,0,0,not_applicable,2023,8,36,COVID19_severe,28,8,1,4,0,707.0,27.0,1,grid_reliable,12
2997,referral_hospital,O2_0190,urban,217,1,1,1,1,cylinder_piped,3,1,5.5,1,7,8,0,0,1,1,1,1,1,0,not_applicable,2023,3,35,other_hypoxemia,34,1,1,0,0,860.0,27.0,1,grid_reliable,0
2998,referral_hospital,O2_0030,urban,248,1,1,1,1,LOX_bulk_tank,0,0,1.0,1,10,7,14,0,1,1,1,0,0,6,demand_surge,2024,10,42,pneumonia_child,0,42,0,12,12,1064.0,45.0,1,grid_reliable,1
2999,referral_hospital,O2_0056,urban,286,1,1,1,1,PSA_plant_onsite,0,0,0.2,1,8,4,1,0,1,1,1,1,1,11,power_outage,2023,12,44,pneumonia_adult,24,20,0,7,0,657.0,49.0,1,grid_reliable,0
3000,referral_hospital,O2_0129,rural,210,1,1,1,1,LOX_bulk_tank,0,0,3.3,1,7,6,0,0,1,1,1,1,0,0,not_applicable,2021,11,27,pneumonia_adult,23,4,0,2,0,654.0,21.0,1,grid_unreliable,1
3001,referral_hospital,O2_0057,urban,231,1,1,1,1,oxygen_concentrator,4,1,0.8,1,10,5,1,0,1,1,1,1,1,0,not_applicable,2021,7,52,neonatal_respiratory,43,9,1,1,0,604.0,16.0,1,grid_reliable,0
3002,referral_hospital,O2_0077,urban,252,1,1,1,1,LOX_bulk_tank,0,0,12.0,1,9,6,1,0,1,1,0,1,1,8,concentrator_malfunction,2022,10,39,trauma,29,10,1,5,0,925.0,26.0,1,grid_reliable,1
3003,referral_hospital,O2_0091,rural,287,1,1,1,1,PSA_plant_onsite,0,0,8.3,1,5,4,9,0,1,1,0,1,1,0,not_applicable,2023,10,39,pneumonia_child,34,5,1,1,0,928.0,8.0,1,none,3
3004,referral_hospital,O2_0030,urban,339,1,1,1,1,PSA_plant_onsite,0,0,0.4,1,9,6,2,0,1,1,0,0,0,26,demand_surge,2024,11,47,neonatal_respiratory,0,47,0,18,33,492.0,1.0,1,grid_reliable,7
3005,referral_hospital,O2_0130,peri_urban,246,1,1,1,1,PSA_plant_onsite,0,0,1.2,1,10,3,12,1,1,1,0,1,0,1,demand_surge,2024,8,39,other_hypoxemia,39,0,1,0,0,486.0,1.0,1,grid_reliable,0
3006,referral_hospital,O2_0193,urban,222,1,1,1,1,LOX_bulk_tank,0,0,5.6,1,13,6,2,0,1,1,1,0,0,15,concentrator_malfunction,2022,7,25,heart_failure,0,25,0,7,3,875.0,22.0,1,none,13
3007,referral_hospital,O2_0128,urban,315,1,1,1,1,oxygen_concentrator,8,4,1.3,1,13,8,6,0,1,0,0,1,0,0,not_applicable,2023,8,43,surgical_anaesthesia,27,16,0,6,0,695.0,7.0,1,grid_unreliable,5
3008,referral_hospital,O2_0187,urban,220,1,1,1,1,PSA_plant_onsite,5,2,1.6,1,11,1,1,0,1,1,1,0,0,30,supplier_stockout,2021,7,35,COPD_exacerbation,0,35,0,13,8,1043.0,12.0,1,grid_unreliable,3
3009,referral_hospital,O2_0126,urban,301,1,1,1,1,LOX_bulk_tank,0,0,4.3,1,8,4,12,0,1,1,0,1,0,0,not_applicable,2024,5,35,severe_malaria,30,5,0,1,0,880.0,129.0,1,generator_only,8
3010,referral_hospital,O2_0186,peri_urban,163,1,1,1,1,PSA_plant_onsite,7,6,0.6,1,8,4,4,1,1,1,1,1,1,0,not_applicable,2023,8,47,pneumonia_child,27,20,1,5,0,742.0,6.0,1,grid_reliable,14
3011,referral_hospital,O2_0108,urban,192,1,1,1,1,cylinder_portable,0,0,5.1,1,8,5,2,0,1,1,1,1,1,0,not_applicable,2024,6,40,heart_failure,37,3,0,2,0,1177.0,21.0,1,solar,3
3012,referral_hospital,O2_0167,urban,217,1,1,1,1,cylinder_piped,0,0,8.9,1,9,2,22,0,1,1,1,1,1,0,not_applicable,2022,2,34,surgical_anaesthesia,17,17,0,6,0,747.0,23.0,1,grid_unreliable,2
3013,referral_hospital,O2_0035,peri_urban,287,1,1,1,1,LOX_bulk_tank,0,0,0.7,1,8,4,6,0,1,1,1,1,1,0,not_applicable,2022,2,49,pneumonia_adult,44,5,1,1,0,906.0,1.0,1,grid_reliable,2
3014,referral_hospital,O2_0032,urban,197,1,1,1,1,LOX_bulk_tank,0,0,8.2,1,12,4,9,0,1,1,0,1,1,0,not_applicable,2021,12,36,pneumonia_child,36,0,1,0,0,636.0,22.0,1,solar,1
3015,referral_hospital,O2_0113,rural,231,1,1,1,1,LOX_bulk_tank,0,0,0.7,1,6,7,6,0,1,0,0,1,1,0,not_applicable,2022,1,41,surgical_anaesthesia,30,11,1,3,0,822.0,32.0,1,grid_unreliable,3
3016,referral_hospital,O2_0045,urban,205,1,1,1,1,LOX_bulk_tank,0,0,4.2,1,12,2,3,0,1,1,0,1,1,0,not_applicable,2024,7,27,sepsis,21,6,1,1,0,792.0,16.0,1,grid_unreliable,10
3017,referral_hospital,O2_0166,urban,252,1,1,1,1,oxygen_concentrator,5,3,4.2,1,17,5,1,0,1,0,0,1,1,1,power_outage,2022,3,34,pneumonia_adult,33,1,1,0,0,980.0,2.0,1,grid_reliable,1
3018,referral_hospital,O2_0123,rural,247,1,1,1,1,LOX_bulk_tank,7,3,1.0,1,5,3,32,0,1,1,1,1,0,0,not_applicable,2023,4,50,surgical_anaesthesia,42,8,1,3,0,882.0,4.0,1,grid_reliable,0
3019,referral_hospital,O2_0164,rural,255,1,1,1,1,LOX_bulk_tank,0,0,2.8,1,14,5,3,0,1,1,0,1,0,0,not_applicable,2022,10,41,other_hypoxemia,26,15,1,1,0,808.0,1.0,1,grid_unreliable,2
3020,referral_hospital,O2_0027,urban,208,1,1,1,1,oxygen_concentrator,4,3,0.7,1,10,5,4,0,1,1,1,1,1,0,not_applicable,2022,7,29,other_hypoxemia,15,14,1,5,0,884.0,8.0,1,grid_reliable,15
3021,referral_hospital,O2_0198,peri_urban,263,1,1,1,1,LOX_bulk_tank,0,0,3.4,1,11,6,1,0,1,1,1,1,1,0,not_applicable,2023,2,39,COPD_exacerbation,28,11,1,3,0,722.0,7.0,1,grid_reliable,0
3022,referral_hospital,O2_0103,peri_urban,172,1,1,1,1,cylinder_piped,0,0,6.5,1,10,7,14,0,1,1,1,0,0,5,PSA_plant_breakdown,2024,12,51,pneumonia_child,0,51,0,17,26,814.0,31.0,1,grid_unreliable,2
3023,referral_hospital,O2_0149,urban,257,1,1,1,1,cylinder_piped,0,0,4.7,1,10,6,0,0,1,1,1,1,1,2,PSA_plant_breakdown,2024,8,38,pneumonia_child,27,11,1,4,0,922.0,9.0,1,grid_reliable,2
3024,referral_hospital,O2_0196,peri_urban,277,1,1,1,1,LOX_bulk_tank,3,2,2.5,1,8,3,9,0,1,1,1,1,0,0,not_applicable,2022,5,33,other_hypoxemia,25,8,0,3,0,916.0,30.0,1,grid_unreliable,13
3025,referral_hospital,O2_0168,urban,225,1,1,1,1,LOX_bulk_tank,0,0,1.7,1,7,4,7,0,1,1,0,1,1,0,not_applicable,2023,10,38,surgical_anaesthesia,29,9,1,4,0,689.0,31.0,0,grid_reliable,10
3026,referral_hospital,O2_0110,urban,253,1,1,1,1,LOX_bulk_tank,0,0,6.2,1,6,5,0,0,1,1,1,1,0,0,not_applicable,2023,5,34,other_hypoxemia,33,1,1,0,0,908.0,25.0,1,grid_reliable,8
3027,referral_hospital,O2_0014,urban,243,1,1,1,1,PSA_plant_onsite,0,0,7.8,1,10,5,33,0,1,1,0,1,1,3,demand_surge,2022,12,37,pneumonia_adult,24,13,1,4,0,930.0,3.0,1,grid_reliable,3
3028,referral_hospital,O2_0123,urban,225,1,1,1,1,PSA_plant_onsite,11,4,7.4,1,16,4,8,1,1,0,0,1,1,0,not_applicable,2023,6,60,trauma,46,14,1,6,0,807.0,4.0,1,grid_unreliable,12
3029,referral_hospital,O2_0110,urban,278,1,1,1,1,PSA_plant_onsite,2,1,3.3,1,9,4,3,0,1,1,1,1,1,0,not_applicable,2023,2,36,severe_malaria,31,5,1,1,0,996.0,22.0,1,grid_reliable,0
3030,referral_hospital,O2_0190,urban,290,1,1,1,1,cylinder_portable,0,0,4.4,1,11,4,10,0,1,0,0,1,1,3,concentrator_malfunction,2022,4,28,heart_failure,16,12,1,3,0,876.0,4.0,1,grid_reliable,9
3031,referral_hospital,O2_0188,urban,237,1,1,1,1,LOX_bulk_tank,0,0,6.6,1,13,4,6,0,1,1,0,1,1,0,not_applicable,2024,11,43,neonatal_respiratory,27,16,1,3,0,484.0,44.0,1,grid_unreliable,0
3032,referral_hospital,O2_0135,urban,273,1,1,1,1,LOX_bulk_tank,0,0,4.5,1,8,6,0,0,1,1,1,0,0,30,funding_for_refill,2024,12,31,pneumonia_child,0,31,0,15,14,658.0,3.0,1,grid_reliable,8
3033,referral_hospital,O2_0153,rural,306,1,1,1,1,cylinder_piped,7,4,2.6,1,10,8,5,0,1,1,0,0,0,9,power_outage,2023,10,48,pneumonia_child,0,48,0,15,0,570.0,14.0,1,grid_unreliable,1
3034,referral_hospital,O2_0183,urban,207,1,1,1,1,oxygen_concentrator,5,3,2.6,1,14,2,5,0,1,1,1,1,1,0,not_applicable,2024,9,34,COVID19_severe,22,12,1,4,0,1109.0,12.0,1,grid_reliable,0
3035,referral_hospital,O2_0144,urban,227,1,1,1,1,cylinder_piped,0,0,0.8,1,5,7,6,0,1,1,0,1,1,0,not_applicable,2023,3,48,pneumonia_adult,35,13,1,4,0,899.0,62.0,1,grid_reliable,2
3036,referral_hospital,O2_0189,rural,322,1,1,1,1,PSA_plant_onsite,0,0,6.5,1,11,8,17,0,1,1,0,0,0,2,concentrator_malfunction,2021,7,46,COVID19_severe,0,46,0,17,14,729.0,29.0,1,grid_unreliable,4
3037,referral_hospital,O2_0191,urban,200,1,1,1,1,PSA_plant_onsite,0,0,1.6,1,11,3,2,0,1,1,1,1,0,0,not_applicable,2024,1,39,heart_failure,30,9,1,2,0,952.0,27.0,1,grid_reliable,13
3038,referral_hospital,O2_0068,urban,277,1,1,1,1,PSA_plant_onsite,0,0,1.0,1,9,3,16,0,1,1,0,1,1,0,not_applicable,2024,10,41,trauma,39,2,1,1,0,870.0,4.0,0,generator_only,2
3039,referral_hospital,O2_0100,urban,231,1,1,1,1,oxygen_concentrator,5,2,0.0,1,12,5,2,0,1,1,1,1,1,0,not_applicable,2022,2,39,pneumonia_child,26,13,1,3,0,679.0,9.0,0,grid_reliable,1
3040,referral_hospital,O2_0138,urban,255,1,1,1,1,LOX_bulk_tank,0,0,2.1,1,16,4,0,0,1,0,0,0,0,4,concentrator_malfunction,2024,12,40,surgical_anaesthesia,0,40,0,8,5,839.0,4.0,1,none,8
3041,referral_hospital,O2_0110,urban,139,1,1,1,1,oxygen_concentrator,7,7,5.3,1,13,3,1,0,1,1,1,1,1,0,not_applicable,2021,3,34,surgical_anaesthesia,31,3,1,1,0,851.0,1.0,1,grid_reliable,6
3042,referral_hospital,O2_0056,peri_urban,292,1,1,1,1,LOX_bulk_tank,0,0,0.9,1,5,3,7,0,1,1,1,1,0,0,not_applicable,2021,7,45,neonatal_respiratory,41,4,1,1,0,735.0,29.0,1,grid_reliable,1
3043,referral_hospital,O2_0042,peri_urban,265,1,1,1,1,LOX_bulk_tank,0,0,6.1,1,6,7,11,0,1,1,0,0,0,1,power_outage,2023,11,46,trauma,0,46,0,21,10,941.0,7.0,1,generator_only,7
3044,referral_hospital,O2_0008,peri_urban,263,1,1,1,1,oxygen_concentrator,6,2,1.8,1,12,3,4,0,1,0,0,1,0,0,not_applicable,2022,4,37,pneumonia_child,31,6,1,2,0,719.0,3.0,0,grid_unreliable,20
3045,referral_hospital,O2_0110,urban,237,1,1,1,1,cylinder_piped,0,0,1.3,1,8,7,1,0,1,1,0,0,0,6,PSA_plant_breakdown,2021,5,30,pneumonia_adult,0,30,0,13,16,838.0,8.0,1,grid_reliable,0
3046,referral_hospital,O2_0123,peri_urban,274,1,1,1,1,cylinder_piped,9,5,0.5,1,13,3,4,0,1,1,1,1,1,2,regulator_valve_failure,2023,12,31,severe_malaria,25,6,1,2,0,920.0,11.0,1,grid_reliable,0
3047,referral_hospital,O2_0128,peri_urban,278,1,1,1,1,oxygen_concentrator,4,3,8.2,1,10,7,8,0,1,1,1,1,1,0,not_applicable,2024,1,34,trauma,25,9,1,2,0,652.0,14.0,1,generator_only,4
3048,referral_hospital,O2_0014,urban,221,1,1,1,1,PSA_plant_onsite,0,0,1.5,1,15,5,15,1,1,1,1,0,0,21,concentrator_malfunction,2022,3,44,neonatal_respiratory,0,44,0,13,20,866.0,11.0,1,grid_unreliable,1
3049,referral_hospital,O2_0048,urban,242,1,1,1,1,PSA_plant_onsite,9,5,0.2,1,7,2,4,0,1,1,1,1,1,0,not_applicable,2024,8,36,heart_failure,26,10,1,5,0,809.0,9.0,0,grid_reliable,3
3050,referral_hospital,O2_0064,urban,307,1,1,1,1,PSA_plant_onsite,8,5,0.7,1,8,6,0,0,1,1,0,1,1,0,not_applicable,2024,6,33,pneumonia_adult,22,11,1,5,0,922.0,1.0,1,grid_reliable,0
3051,referral_hospital,O2_0198,urban,326,1,1,1,1,oxygen_concentrator,6,4,15.4,1,15,4,2,0,1,1,0,1,1,0,not_applicable,2024,12,48,severe_malaria,40,8,1,2,0,835.0,13.0,0,grid_unreliable,7
3052,referral_hospital,O2_0074,rural,228,1,1,1,1,cylinder_piped,0,0,4.4,1,7,3,7,0,1,1,1,0,0,8,PSA_plant_breakdown,2024,6,41,COPD_exacerbation,0,41,0,12,11,790.0,43.0,1,grid_reliable,5
3053,referral_hospital,O2_0097,urban,261,1,1,1,1,cylinder_portable,0,0,0.1,1,10,5,5,0,1,1,1,0,0,1,PSA_plant_breakdown,2021,8,40,asthma_severe,0,40,0,8,8,693.0,4.0,1,grid_unreliable,2
3054,referral_hospital,O2_0136,urban,276,1,1,1,1,cylinder_portable,0,0,2.0,1,10,7,7,0,1,1,1,1,1,0,not_applicable,2023,10,49,neonatal_respiratory,30,19,1,4,0,600.0,34.0,0,grid_reliable,0
3055,referral_hospital,O2_0073,peri_urban,281,1,1,1,1,PSA_plant_onsite,0,0,3.0,1,13,7,1,0,1,1,1,1,1,0,not_applicable,2024,6,41,severe_malaria,33,8,1,4,0,827.0,7.0,1,grid_reliable,4
3056,referral_hospital,O2_0123,peri_urban,269,1,1,1,1,PSA_plant_onsite,0,0,2.0,1,7,6,10,0,1,0,0,0,0,30,PSA_plant_breakdown,2024,4,44,pneumonia_adult,0,44,0,18,11,678.0,20.0,1,grid_unreliable,0
3057,referral_hospital,O2_0049,rural,194,1,1,1,1,LOX_bulk_tank,0,0,1.4,1,10,7,3,0,1,1,1,1,0,8,demand_surge,2024,2,39,pneumonia_child,37,2,0,1,0,858.0,16.0,1,grid_reliable,10
3058,referral_hospital,O2_0101,rural,285,1,1,1,1,cylinder_piped,0,0,2.3,1,13,8,8,0,1,0,0,0,0,11,cylinder_delivery_delay,2023,6,48,COPD_exacerbation,0,48,0,22,11,920.0,7.0,1,grid_reliable,1
3059,referral_hospital,O2_0170,rural,237,1,1,1,1,LOX_bulk_tank,0,0,2.6,1,10,4,5,0,1,1,1,1,1,0,not_applicable,2021,10,39,other_hypoxemia,37,2,1,1,0,827.0,21.0,1,grid_unreliable,6
3060,referral_hospital,O2_0002,peri_urban,300,1,1,1,1,oxygen_concentrator,6,1,6.0,1,14,6,0,0,1,1,1,1,1,0,not_applicable,2023,2,36,COVID19_severe,29,7,1,3,0,769.0,5.0,0,grid_reliable,3
3061,referral_hospital,O2_0057,urban,237,1,1,1,1,LOX_bulk_tank,0,0,0.5,1,4,1,4,0,1,1,1,1,1,0,not_applicable,2021,9,40,neonatal_respiratory,38,2,1,1,0,948.0,75.0,1,grid_unreliable,1
3062,referral_hospital,O2_0180,rural,295,1,1,1,1,PSA_plant_onsite,4,3,3.9,1,8,7,9,1,1,1,0,1,1,0,not_applicable,2023,1,42,asthma_severe,35,7,1,1,0,814.0,3.0,0,grid_reliable,0
3063,referral_hospital,O2_0173,urban,192,1,1,1,1,cylinder_portable,6,5,10.1,1,6,3,9,0,1,1,1,1,1,0,not_applicable,2024,8,40,COVID19_severe,33,7,1,1,0,887.0,1.0,0,generator_only,10
3064,referral_hospital,O2_0002,urban,233,1,1,1,1,PSA_plant_onsite,0,0,0.2,1,12,5,3,1,1,1,1,1,1,0,not_applicable,2023,7,40,severe_malaria,36,4,1,1,0,622.0,15.0,1,grid_unreliable,0
3065,referral_hospital,O2_0143,urban,166,1,1,1,1,cylinder_portable,0,0,5.0,1,5,5,16,0,1,1,1,1,1,0,not_applicable,2021,2,42,pneumonia_adult,37,5,1,1,0,820.0,5.0,1,grid_reliable,1
3066,referral_hospital,O2_0187,urban,250,1,1,1,1,PSA_plant_onsite,0,0,2.8,1,12,7,2,1,1,1,1,0,0,4,demand_surge,2022,5,45,surgical_anaesthesia,0,45,0,18,5,738.0,37.0,1,grid_unreliable,5
3067,referral_hospital,O2_0002,urban,251,1,1,1,1,LOX_bulk_tank,0,0,8.8,1,8,5,1,0,1,1,1,1,0,12,empty_cylinders_not_collected,2024,9,31,surgical_anaesthesia,22,9,1,4,0,765.0,34.0,1,none,0
3068,referral_hospital,O2_0180,urban,200,1,1,1,1,LOX_bulk_tank,0,0,7.9,1,13,5,3,0,1,1,1,1,0,1,PSA_plant_breakdown,2021,8,43,pneumonia_adult,35,8,1,4,0,553.0,17.0,1,grid_reliable,4
3069,referral_hospital,O2_0098,urban,235,1,1,1,1,PSA_plant_onsite,0,0,4.1,1,7,2,22,1,1,1,1,0,0,9,cylinder_delivery_delay,2022,1,29,pneumonia_child,0,29,0,15,10,726.0,17.0,1,grid_unreliable,6
3070,referral_hospital,O2_0096,urban,237,1,1,1,1,PSA_plant_onsite,2,1,8.4,1,8,6,12,0,1,1,0,0,0,7,PSA_plant_breakdown,2023,7,38,COVID19_severe,0,38,0,14,20,669.0,9.0,0,grid_reliable,6
3071,referral_hospital,O2_0049,rural,285,1,1,1,1,cylinder_piped,0,0,3.3,1,13,4,0,0,1,1,0,1,1,0,not_applicable,2023,1,59,severe_malaria,47,12,1,6,0,619.0,6.0,1,solar,5
3072,referral_hospital,O2_0134,urban,176,1,1,1,1,LOX_bulk_tank,0,0,2.5,1,17,1,2,0,1,1,0,0,0,11,demand_surge,2023,6,31,pneumonia_child,0,31,0,12,11,1152.0,4.0,1,grid_unreliable,1
3073,referral_hospital,O2_0054,peri_urban,238,1,1,1,1,oxygen_concentrator,5,2,7.5,1,10,11,10,0,1,1,1,1,1,3,piping_system_leak,2021,3,31,sepsis,19,12,0,3,0,671.0,1.0,1,solar,3
3074,referral_hospital,O2_0016,urban,266,1,1,1,1,LOX_bulk_tank,3,2,1.0,1,6,6,4,0,1,0,0,1,1,0,not_applicable,2024,8,31,pneumonia_child,31,0,1,0,0,665.0,40.0,1,generator_only,8
3075,referral_hospital,O2_0016,urban,207,1,1,1,1,PSA_plant_onsite,8,4,0.8,1,5,6,11,1,1,0,0,1,1,0,not_applicable,2022,1,50,COVID19_severe,41,9,0,4,0,752.0,60.0,1,solar,9
3076,referral_hospital,O2_0172,rural,268,1,1,1,1,cylinder_piped,0,0,0.3,1,10,6,12,0,1,1,1,1,0,0,not_applicable,2024,6,31,asthma_severe,25,6,1,3,0,874.0,9.0,1,none,2
3077,referral_hospital,O2_0047,urban,289,1,1,1,1,oxygen_concentrator,9,6,10.1,1,4,4,5,0,1,1,1,1,1,0,not_applicable,2023,2,33,neonatal_respiratory,24,9,1,3,0,584.0,31.0,1,grid_reliable,6
3078,referral_hospital,O2_0081,peri_urban,217,1,1,1,1,LOX_bulk_tank,0,0,5.9,1,9,5,3,0,1,1,1,0,0,8,supplier_stockout,2024,1,45,pneumonia_adult,0,45,0,14,29,624.0,7.0,1,grid_unreliable,2
3079,referral_hospital,O2_0116,urban,218,1,1,1,1,PSA_plant_onsite,5,1,3.6,1,9,2,2,0,1,1,1,1,1,0,not_applicable,2023,8,33,heart_failure,23,10,0,4,0,539.0,5.0,1,grid_unreliable,0
3080,referral_hospital,O2_0138,urban,269,1,1,1,1,LOX_bulk_tank,0,0,1.8,1,18,6,7,0,1,1,0,0,0,12,concentrator_malfunction,2024,8,33,pneumonia_child,0,33,0,12,17,781.0,1.0,0,grid_reliable,2
3081,referral_hospital,O2_0178,peri_urban,227,1,1,1,1,LOX_bulk_tank,0,0,0.1,1,7,5,10,0,1,1,0,0,0,15,power_outage,2021,12,43,pneumonia_adult,0,43,0,15,6,1071.0,2.0,0,grid_reliable,2
3082,referral_hospital,O2_0078,urban,322,1,1,1,1,LOX_bulk_tank,0,0,3.0,1,10,8,0,0,1,1,0,1,0,0,not_applicable,2024,8,39,pneumonia_adult,21,18,1,5,0,676.0,5.0,1,none,1
3083,referral_hospital,O2_0036,urban,230,1,1,1,1,PSA_plant_onsite,9,5,0.9,1,7,7,7,1,1,1,1,1,1,1,concentrator_malfunction,2022,2,37,pneumonia_adult,27,10,1,4,0,863.0,28.0,1,grid_unreliable,2
3084,referral_hospital,O2_0034,rural,252,1,1,1,1,oxygen_concentrator,6,4,7.7,1,11,4,0,0,1,1,1,0,0,14,PSA_plant_breakdown,2022,11,37,COPD_exacerbation,0,37,0,9,0,840.0,0.0,1,grid_unreliable,5
3085,referral_hospital,O2_0151,peri_urban,222,1,1,1,1,LOX_bulk_tank,0,0,0.2,1,5,5,0,0,1,1,0,1,1,3,power_outage,2022,8,50,pneumonia_adult,47,3,0,2,0,603.0,3.0,1,generator_only,2
3086,referral_hospital,O2_0033,rural,224,1,1,1,1,cylinder_portable,0,0,2.5,1,7,3,7,0,1,1,1,1,1,0,not_applicable,2022,5,47,pneumonia_adult,38,9,1,1,0,1081.0,13.0,1,grid_unreliable,4
3087,referral_hospital,O2_0079,urban,199,1,1,1,1,LOX_bulk_tank,0,0,2.0,1,11,4,0,0,1,1,0,1,1,0,not_applicable,2022,3,50,other_hypoxemia,42,8,1,2,0,982.0,26.0,1,grid_reliable,7
3088,referral_hospital,O2_0060,peri_urban,391,1,1,1,1,LOX_bulk_tank,0,0,1.7,1,7,4,11,0,1,0,0,1,1,0,not_applicable,2024,1,42,other_hypoxemia,34,8,1,2,0,824.0,4.0,1,grid_reliable,4
3089,referral_hospital,O2_0106,peri_urban,228,1,1,1,1,LOX_bulk_tank,0,0,0.9,1,18,6,4,0,1,1,1,0,0,1,concentrator_malfunction,2023,9,40,severe_malaria,0,40,0,14,17,751.0,48.0,1,grid_unreliable,12
3090,referral_hospital,O2_0153,urban,192,1,1,1,1,cylinder_piped,0,0,10.6,1,9,6,15,0,1,1,1,1,1,0,not_applicable,2021,2,40,COPD_exacerbation,32,8,1,1,0,881.0,2.0,1,grid_reliable,3
3091,referral_hospital,O2_0051,rural,324,1,1,1,1,cylinder_piped,0,0,6.4,1,10,8,2,0,1,1,1,1,1,0,not_applicable,2023,2,31,surgical_anaesthesia,22,9,1,3,0,683.0,0.0,1,generator_only,2
3092,referral_hospital,O2_0055,urban,270,1,1,1,1,cylinder_portable,0,0,8.9,1,5,7,10,0,1,1,1,0,0,9,PSA_plant_breakdown,2022,3,54,severe_malaria,0,54,0,20,13,583.0,9.0,0,generator_only,17
3093,referral_hospital,O2_0023,urban,283,1,1,1,1,LOX_bulk_tank,0,0,2.3,1,10,5,3,0,1,1,1,1,0,0,not_applicable,2024,1,51,neonatal_respiratory,35,16,1,7,0,798.0,24.0,1,grid_reliable,9
3094,referral_hospital,O2_0083,urban,304,1,1,1,1,cylinder_piped,0,0,0.9,1,8,4,17,0,1,1,0,1,1,0,not_applicable,2024,5,44,surgical_anaesthesia,35,9,1,4,0,850.0,2.0,1,solar,8
3095,referral_hospital,O2_0039,urban,326,1,1,1,1,oxygen_concentrator,1,0,1.1,1,6,5,5,0,1,0,0,1,1,0,not_applicable,2022,9,38,severe_malaria,38,0,1,0,0,706.0,14.0,1,grid_reliable,4
3096,referral_hospital,O2_0090,urban,290,1,1,1,1,LOX_bulk_tank,5,4,0.5,1,5,2,21,0,1,1,0,1,1,0,not_applicable,2021,12,41,asthma_severe,41,0,0,0,0,830.0,11.0,0,solar,1
3097,referral_hospital,O2_0154,urban,292,1,1,1,1,LOX_bulk_tank,0,0,0.1,1,11,4,3,0,1,1,1,0,0,5,demand_surge,2022,11,34,surgical_anaesthesia,0,34,0,12,11,849.0,5.0,1,grid_unreliable,1
3098,referral_hospital,O2_0130,peri_urban,281,1,1,1,1,cylinder_piped,5,2,4.9,1,14,5,2,0,1,1,1,1,1,0,not_applicable,2022,4,34,other_hypoxemia,24,10,1,4,0,763.0,6.0,1,grid_reliable,14
3099,referral_hospital,O2_0128,urban,308,1,1,1,1,cylinder_piped,0,0,3.7,1,14,8,0,0,1,1,1,1,0,0,not_applicable,2023,4,36,COPD_exacerbation,27,9,1,5,0,785.0,4.0,1,grid_unreliable,19
3100,referral_hospital,O2_0172,urban,258,1,1,1,1,oxygen_concentrator,6,6,2.8,1,11,7,6,0,1,1,0,1,1,1,empty_cylinders_not_collected,2023,5,36,pneumonia_child,32,4,1,1,0,694.0,5.0,1,grid_unreliable,10
3101,referral_hospital,O2_0048,urban,196,1,1,1,1,LOX_bulk_tank,0,0,4.8,1,9,4,11,0,1,1,1,1,1,0,not_applicable,2021,6,38,asthma_severe,38,0,1,0,0,594.0,19.0,1,grid_unreliable,5
3102,referral_hospital,O2_0163,urban,259,1,1,1,1,LOX_bulk_tank,0,0,7.1,1,4,5,1,0,1,0,0,1,1,0,not_applicable,2022,5,39,pneumonia_adult,31,8,1,2,0,599.0,0.0,1,grid_unreliable,2
3103,referral_hospital,O2_0077,rural,257,1,1,1,1,oxygen_concentrator,5,2,4.5,1,6,3,2,0,1,1,0,0,0,4,empty_cylinders_not_collected,2021,12,33,asthma_severe,0,33,0,8,5,937.0,15.0,0,generator_only,0
3104,referral_hospital,O2_0090,urban,249,1,1,1,1,PSA_plant_onsite,0,0,0.2,1,12,5,3,1,1,1,1,0,0,3,PSA_plant_breakdown,2023,6,30,trauma,0,30,0,13,10,939.0,1.0,0,grid_unreliable,2
3105,referral_hospital,O2_0096,rural,257,1,1,1,1,PSA_plant_onsite,2,1,2.8,1,7,5,6,0,1,1,1,1,0,3,regulator_valve_failure,2023,6,42,COPD_exacerbation,34,8,1,0,0,916.0,17.0,1,grid_reliable,2
3106,referral_hospital,O2_0058,urban,288,1,1,1,1,PSA_plant_onsite,0,0,0.7,1,4,5,1,0,1,1,1,0,0,7,power_outage,2024,10,23,pneumonia_adult,0,23,0,9,3,916.0,7.0,1,grid_reliable,5
3107,referral_hospital,O2_0183,urban,279,1,1,1,1,PSA_plant_onsite,0,0,2.0,1,11,4,2,1,1,1,0,1,0,0,not_applicable,2023,8,44,surgical_anaesthesia,40,4,1,2,0,679.0,2.0,1,grid_reliable,11
3108,referral_hospital,O2_0191,urban,238,1,1,1,1,PSA_plant_onsite,0,0,1.1,1,15,4,7,0,1,1,1,1,1,0,not_applicable,2021,1,44,COVID19_severe,31,13,1,7,0,459.0,14.0,1,grid_reliable,2
3109,referral_hospital,O2_0016,rural,310,1,1,1,1,PSA_plant_onsite,0,0,8.5,1,11,7,4,1,1,1,1,1,0,0,not_applicable,2022,4,35,other_hypoxemia,27,8,1,4,0,903.0,6.0,1,grid_reliable,6
3110,referral_hospital,O2_0099,rural,251,1,1,1,1,LOX_bulk_tank,0,0,10.9,1,10,5,0,0,1,1,1,1,0,0,not_applicable,2021,1,37,surgical_anaesthesia,24,13,0,3,0,923.0,1.0,0,grid_reliable,0
3111,referral_hospital,O2_0038,urban,254,1,1,1,1,cylinder_piped,0,0,0.0,1,9,4,10,0,1,1,1,1,1,0,not_applicable,2023,3,37,pneumonia_child,20,17,1,12,0,860.0,3.0,1,grid_reliable,6
3112,referral_hospital,O2_0118,peri_urban,332,1,1,1,1,PSA_plant_onsite,0,0,0.0,1,10,6,4,0,1,1,0,1,0,6,cylinder_delivery_delay,2022,8,42,neonatal_respiratory,36,6,1,1,0,961.0,1.0,1,grid_reliable,7
3113,referral_hospital,O2_0041,urban,165,1,1,1,1,LOX_bulk_tank,7,5,5.6,1,18,1,1,0,1,1,1,1,1,3,power_outage,2021,1,41,trauma,41,0,1,0,0,802.0,3.0,1,generator_only,8
3114,referral_hospital,O2_0090,urban,252,1,1,1,1,cylinder_piped,0,0,1.6,1,12,3,2,0,1,1,1,1,1,0,not_applicable,2023,11,50,COPD_exacerbation,33,17,0,6,0,546.0,1.0,0,grid_unreliable,2
3115,referral_hospital,O2_0160,rural,257,1,1,1,1,LOX_bulk_tank,0,0,3.2,1,10,3,2,0,1,1,1,1,1,3,cylinder_delivery_delay,2023,7,43,surgical_anaesthesia,30,13,1,4,0,876.0,24.0,1,grid_reliable,1
3116,referral_hospital,O2_0142,urban,274,1,1,1,1,cylinder_piped,0,0,13.5,1,6,4,2,0,1,1,1,1,1,0,not_applicable,2023,1,31,pneumonia_child,28,3,0,1,0,997.0,16.0,1,generator_only,0
3117,referral_hospital,O2_0089,urban,231,1,1,1,1,PSA_plant_onsite,0,0,1.8,1,9,5,0,1,1,1,1,1,1,0,not_applicable,2021,4,41,pneumonia_child,28,13,1,6,0,723.0,1.0,1,solar,1
3118,referral_hospital,O2_0069,peri_urban,284,1,1,1,1,LOX_bulk_tank,5,2,0.6,1,10,7,8,0,1,1,1,1,1,0,not_applicable,2024,10,56,pneumonia_child,39,17,1,5,0,723.0,11.0,1,grid_reliable,1
3119,referral_hospital,O2_0013,urban,209,1,1,1,1,LOX_bulk_tank,5,2,1.1,1,4,4,8,0,1,1,1,1,1,3,demand_surge,2023,11,44,pneumonia_child,39,5,0,3,0,893.0,0.0,1,none,1
3120,referral_hospital,O2_0142,urban,289,1,1,1,1,LOX_bulk_tank,0,0,0.7,1,12,4,0,0,1,0,0,1,1,0,not_applicable,2024,1,38,neonatal_respiratory,27,11,1,3,0,977.0,1.0,1,grid_reliable,0
3121,referral_hospital,O2_0127,peri_urban,209,1,1,1,1,PSA_plant_onsite,9,6,1.9,1,13,5,1,0,1,1,1,1,1,0,not_applicable,2022,7,31,pneumonia_adult,20,11,1,6,0,944.0,12.0,0,generator_only,9
3122,referral_hospital,O2_0184,urban,231,1,1,1,1,PSA_plant_onsite,0,0,1.2,1,6,5,11,0,1,1,1,1,1,5,no_oxygen_source,2024,8,34,pneumonia_adult,24,10,1,3,0,587.0,3.0,1,grid_unreliable,1
3123,referral_hospital,O2_0192,urban,221,1,1,1,1,LOX_bulk_tank,0,0,0.3,1,12,5,2,0,1,0,0,0,0,13,cylinder_delivery_delay,2021,11,40,sepsis,0,40,0,13,4,781.0,21.0,1,generator_only,1
3124,referral_hospital,O2_0034,urban,223,1,1,1,1,LOX_bulk_tank,6,3,3.4,1,9,7,0,0,1,1,1,1,0,0,not_applicable,2023,12,38,neonatal_respiratory,36,2,1,1,0,1061.0,19.0,1,grid_reliable,1
3125,referral_hospital,O2_0025,urban,269,1,1,1,1,PSA_plant_onsite,0,0,4.6,1,6,6,0,1,1,1,1,1,1,0,not_applicable,2022,11,38,asthma_severe,26,12,1,3,0,800.0,29.0,1,grid_reliable,11
3126,referral_hospital,O2_0196,peri_urban,281,1,1,1,1,PSA_plant_onsite,0,0,8.5,1,7,7,0,0,1,1,0,1,1,0,not_applicable,2023,7,53,pneumonia_child,48,5,0,2,0,606.0,2.0,1,grid_reliable,3
3127,referral_hospital,O2_0066,peri_urban,309,1,1,1,1,LOX_bulk_tank,0,0,0.6,1,9,2,2,0,1,1,1,1,1,0,not_applicable,2023,11,40,COVID19_severe,36,4,0,1,0,709.0,19.0,1,grid_reliable,5
3128,referral_hospital,O2_0033,peri_urban,306,1,1,1,1,PSA_plant_onsite,0,0,0.1,1,11,1,18,0,1,1,1,1,1,0,not_applicable,2023,11,31,neonatal_respiratory,24,7,1,4,0,1103.0,74.0,1,grid_reliable,1
3129,referral_hospital,O2_0176,urban,255,1,1,1,1,LOX_bulk_tank,0,0,1.3,1,8,5,1,0,1,1,1,1,1,0,not_applicable,2024,9,43,sepsis,24,19,1,6,0,898.0,3.0,1,none,3
3130,referral_hospital,O2_0016,urban,262,1,1,1,1,LOX_bulk_tank,0,0,5.6,1,10,10,4,0,1,1,0,1,0,0,not_applicable,2021,12,32,pneumonia_child,28,4,1,1,0,907.0,4.0,1,grid_reliable,0
3131,referral_hospital,O2_0126,urban,262,1,1,1,1,cylinder_piped,6,4,2.4,1,7,11,1,0,1,1,1,1,1,1,cylinder_delivery_delay,2024,10,31,pneumonia_child,22,9,1,3,0,960.0,14.0,1,solar,2
3132,referral_hospital,O2_0108,peri_urban,266,1,1,1,1,LOX_bulk_tank,0,0,0.2,1,7,5,2,0,1,1,1,1,1,0,not_applicable,2021,1,35,pneumonia_child,26,9,1,1,0,737.0,3.0,1,grid_reliable,0
3133,referral_hospital,O2_0040,rural,218,1,1,1,1,PSA_plant_onsite,0,0,1.8,1,13,3,1,1,1,1,1,0,0,1,PSA_plant_breakdown,2023,12,38,COPD_exacerbation,0,38,0,13,8,892.0,28.0,1,grid_reliable,4
3134,referral_hospital,O2_0089,urban,239,1,1,1,1,LOX_bulk_tank,0,0,3.1,1,12,6,3,0,1,1,1,1,1,0,not_applicable,2022,7,47,pneumonia_child,32,15,1,8,0,886.0,29.0,1,generator_only,1
3135,referral_hospital,O2_0167,rural,258,1,1,1,1,oxygen_concentrator,1,0,0.3,1,9,7,2,0,1,1,0,0,0,2,PSA_plant_breakdown,2024,5,44,pneumonia_child,0,44,0,17,14,680.0,9.0,1,generator_only,0
3136,referral_hospital,O2_0136,urban,366,1,1,1,1,cylinder_portable,0,0,1.9,1,15,9,2,0,1,1,1,0,0,28,empty_cylinders_not_collected,2021,7,33,neonatal_respiratory,0,33,0,12,4,815.0,25.0,1,grid_reliable,1
3137,referral_hospital,O2_0080,urban,288,1,1,1,1,cylinder_piped,0,0,2.4,1,8,6,2,0,1,1,1,0,0,30,demand_surge,2024,10,44,pneumonia_adult,0,44,0,17,10,830.0,8.0,1,grid_reliable,1
3138,referral_hospital,O2_0163,peri_urban,279,1,1,1,1,LOX_bulk_tank,0,0,3.2,1,10,5,1,0,1,1,0,1,1,0,not_applicable,2023,4,39,sepsis,25,14,1,2,0,841.0,9.0,1,solar,7
3139,referral_hospital,O2_0040,peri_urban,241,1,1,1,1,LOX_bulk_tank,0,0,1.4,1,10,7,2,0,1,1,1,1,1,0,not_applicable,2022,10,43,pneumonia_adult,29,14,0,4,0,850.0,18.0,1,grid_reliable,12
3140,referral_hospital,O2_0117,urban,230,1,1,1,1,cylinder_piped,3,1,5.3,1,8,3,2,0,1,0,0,1,1,0,not_applicable,2024,11,54,neonatal_respiratory,38,16,0,6,0,868.0,5.0,1,generator_only,4
3141,referral_hospital,O2_0079,rural,270,1,1,1,1,cylinder_piped,0,0,2.0,1,12,7,1,0,1,1,1,1,1,0,not_applicable,2021,11,48,other_hypoxemia,31,17,1,3,0,581.0,1.0,1,grid_reliable,2
3142,referral_hospital,O2_0016,urban,251,1,1,1,1,PSA_plant_onsite,0,0,8.1,1,6,5,4,0,1,1,1,1,0,0,not_applicable,2024,4,51,pneumonia_adult,38,13,0,4,0,811.0,8.0,1,grid_unreliable,2
3143,referral_hospital,O2_0163,urban,244,1,1,1,1,cylinder_piped,0,0,3.9,1,9,4,1,0,1,1,1,1,1,5,demand_surge,2024,3,36,trauma,20,16,0,4,0,628.0,25.0,1,grid_reliable,1
3144,referral_hospital,O2_0013,urban,277,1,1,1,1,oxygen_concentrator,6,2,3.2,1,6,7,5,0,1,1,1,0,0,7,cylinder_delivery_delay,2023,3,44,neonatal_respiratory,0,44,0,20,14,888.0,2.0,1,grid_reliable,1
3145,referral_hospital,O2_0115,urban,285,1,1,1,1,oxygen_concentrator,4,1,6.6,1,10,3,0,0,1,1,1,0,0,7,power_outage,2022,9,49,other_hypoxemia,0,49,0,18,10,969.0,19.0,1,grid_reliable,12
3146,referral_hospital,O2_0135,urban,268,1,1,1,1,PSA_plant_onsite,0,0,6.1,1,10,6,8,1,1,1,0,0,0,29,funding_for_refill,2021,1,56,other_hypoxemia,0,56,0,21,12,790.0,9.0,1,generator_only,1
3147,referral_hospital,O2_0035,urban,230,1,1,1,1,cylinder_portable,5,4,2.2,1,13,5,0,0,1,0,0,1,1,0,not_applicable,2022,1,33,pneumonia_child,24,9,1,4,0,730.0,42.0,1,solar,5
3148,referral_hospital,O2_0058,urban,249,1,1,1,1,oxygen_concentrator,7,4,4.9,1,7,6,2,0,1,1,1,1,1,0,not_applicable,2022,6,33,other_hypoxemia,23,10,1,2,0,833.0,6.0,1,grid_reliable,0
3149,referral_hospital,O2_0002,urban,224,1,1,1,1,cylinder_piped,0,0,1.4,1,10,4,5,0,1,0,0,1,1,0,not_applicable,2023,5,44,severe_malaria,21,23,1,8,0,554.0,8.0,1,generator_only,8
3150,referral_hospital,O2_0019,peri_urban,244,1,1,1,1,PSA_plant_onsite,5,2,5.6,1,10,6,10,0,1,1,1,1,0,13,demand_surge,2022,12,34,surgical_anaesthesia,27,7,1,2,0,684.0,15.0,1,none,5
3151,referral_hospital,O2_0018,urban,207,1,1,1,1,PSA_plant_onsite,0,0,2.9,1,11,4,5,0,1,1,1,0,0,5,empty_cylinders_not_collected,2023,12,40,sepsis,0,40,0,10,12,679.0,16.0,0,grid_reliable,4
3152,referral_hospital,O2_0007,urban,279,1,1,1,1,LOX_bulk_tank,0,0,2.5,1,9,5,4,0,1,0,0,1,1,0,not_applicable,2023,11,40,asthma_severe,39,1,1,1,0,1162.0,21.0,1,generator_only,6
3153,referral_hospital,O2_0004,rural,228,1,1,1,1,LOX_bulk_tank,0,0,3.9,1,12,5,1,0,1,1,1,1,1,0,not_applicable,2022,3,47,COVID19_severe,29,18,1,7,0,1019.0,7.0,1,solar,2
3154,referral_hospital,O2_0001,urban,293,1,1,1,1,cylinder_piped,0,0,1.0,1,10,3,1,0,1,1,1,1,0,0,not_applicable,2024,3,41,asthma_severe,30,11,1,4,0,877.0,1.0,1,generator_only,2
3155,referral_hospital,O2_0164,peri_urban,269,1,1,1,1,LOX_bulk_tank,4,2,10.3,1,8,7,1,0,1,1,0,1,1,0,not_applicable,2021,7,43,surgical_anaesthesia,32,11,1,6,0,931.0,16.0,1,grid_reliable,10
3156,referral_hospital,O2_0148,peri_urban,207,1,1,1,1,cylinder_portable,0,0,2.9,1,11,7,13,0,1,1,0,1,1,0,not_applicable,2023,1,34,sepsis,26,8,1,2,0,968.0,20.0,1,grid_reliable,0
3157,referral_hospital,O2_0130,urban,286,1,1,1,1,LOX_bulk_tank,0,0,6.1,1,8,5,0,0,1,1,0,0,0,1,power_outage,2024,8,41,pneumonia_child,0,41,0,9,19,913.0,3.0,1,grid_unreliable,0
3158,referral_hospital,O2_0148,urban,247,1,1,1,1,LOX_bulk_tank,3,1,5.8,1,8,6,2,0,1,1,1,1,1,0,not_applicable,2024,5,35,pneumonia_adult,34,1,0,0,0,879.0,3.0,1,grid_unreliable,18
3159,referral_hospital,O2_0028,urban,251,1,1,1,1,oxygen_concentrator,4,1,0.2,1,2,9,4,0,1,1,0,1,1,4,PSA_plant_breakdown,2021,10,45,pneumonia_child,24,21,1,6,0,965.0,7.0,1,grid_reliable,7
3160,referral_hospital,O2_0090,urban,276,1,1,1,1,cylinder_piped,0,0,0.8,1,8,6,2,0,1,1,0,1,1,0,not_applicable,2023,11,37,surgical_anaesthesia,26,11,0,6,0,768.0,6.0,1,grid_unreliable,5
3161,referral_hospital,O2_0147,urban,235,1,1,1,1,cylinder_piped,5,4,2.7,1,8,6,3,0,1,1,1,1,0,10,piping_system_leak,2022,7,33,heart_failure,33,0,1,0,0,969.0,7.0,1,grid_unreliable,0
3162,referral_hospital,O2_0147,peri_urban,187,1,1,1,1,cylinder_piped,0,0,0.7,1,13,3,1,0,1,1,0,0,0,12,power_outage,2023,3,47,pneumonia_adult,0,47,0,16,1,1056.0,2.0,1,generator_only,6
3163,referral_hospital,O2_0031,peri_urban,312,1,1,1,1,cylinder_piped,0,0,3.8,1,14,7,3,0,1,0,0,1,0,15,PSA_plant_breakdown,2024,4,41,surgical_anaesthesia,39,2,0,0,0,655.0,129.0,1,grid_unreliable,0
3164,referral_hospital,O2_0033,urban,205,1,1,1,1,cylinder_portable,5,4,2.1,1,6,8,8,0,1,1,1,1,1,0,not_applicable,2024,2,36,surgical_anaesthesia,35,1,1,1,0,1175.0,3.0,1,grid_reliable,9
3165,referral_hospital,O2_0028,rural,260,1,1,1,1,LOX_bulk_tank,4,2,0.3,1,9,6,17,0,1,1,1,1,1,4,empty_cylinders_not_collected,2024,1,39,COPD_exacerbation,29,10,1,4,0,670.0,3.0,0,grid_reliable,9
3166,referral_hospital,O2_0059,rural,325,1,1,1,1,LOX_bulk_tank,0,0,2.2,1,12,9,1,0,1,1,1,1,1,0,not_applicable,2023,6,30,neonatal_respiratory,18,12,1,6,0,814.0,4.0,0,generator_only,6
3167,referral_hospital,O2_0144,rural,275,1,1,1,1,cylinder_piped,2,2,1.7,1,4,10,3,0,1,1,1,1,1,0,not_applicable,2021,9,39,pneumonia_child,32,7,1,1,0,885.0,2.0,1,generator_only,3
3168,referral_hospital,O2_0127,peri_urban,304,1,1,1,1,oxygen_concentrator,3,3,1.7,1,11,4,5,0,1,0,0,1,0,0,not_applicable,2023,9,47,pneumonia_child,43,4,1,1,0,683.0,27.0,1,grid_unreliable,3
3169,referral_hospital,O2_0050,rural,252,1,1,1,1,cylinder_piped,0,0,1.9,1,5,7,3,0,1,1,1,0,0,1,power_outage,2022,7,35,COVID19_severe,0,35,0,11,25,1326.0,42.0,1,grid_unreliable,6
3170,referral_hospital,O2_0010,rural,273,1,1,1,1,oxygen_concentrator,2,1,0.5,1,11,7,7,0,1,1,1,1,1,0,not_applicable,2023,9,55,severe_malaria,25,30,1,13,0,915.0,30.0,1,grid_unreliable,6
3171,referral_hospital,O2_0151,urban,198,1,1,1,1,LOX_bulk_tank,0,0,5.8,1,14,4,12,0,1,0,0,1,1,4,power_outage,2022,6,51,surgical_anaesthesia,50,1,1,0,0,737.0,30.0,0,grid_unreliable,1
3172,referral_hospital,O2_0156,peri_urban,211,1,1,1,1,oxygen_concentrator,4,2,0.7,1,4,4,3,0,1,1,0,1,1,2,PSA_plant_breakdown,2024,11,38,other_hypoxemia,36,2,0,1,0,769.0,1.0,1,solar,7
3173,referral_hospital,O2_0120,urban,271,1,1,1,1,LOX_bulk_tank,0,0,0.9,1,11,1,6,0,1,1,1,0,0,26,concentrator_malfunction,2023,4,34,COPD_exacerbation,0,34,0,8,14,892.0,16.0,1,grid_unreliable,10
3174,referral_hospital,O2_0053,peri_urban,259,1,1,1,1,cylinder_piped,0,0,4.8,1,11,3,1,0,1,1,0,1,1,0,not_applicable,2024,3,46,severe_malaria,36,10,1,5,0,580.0,5.0,0,none,0
3175,referral_hospital,O2_0040,peri_urban,261,1,1,1,1,cylinder_portable,0,0,2.2,1,6,4,2,0,1,0,0,1,1,0,not_applicable,2021,11,39,COPD_exacerbation,39,0,1,0,0,701.0,52.0,1,generator_only,1
3176,referral_hospital,O2_0039,urban,210,1,1,1,1,LOX_bulk_tank,0,0,0.5,1,14,7,2,0,1,1,1,1,1,0,not_applicable,2023,9,39,pneumonia_adult,29,10,1,1,0,450.0,7.0,1,grid_reliable,0
3177,referral_hospital,O2_0128,urban,208,1,1,1,1,LOX_bulk_tank,0,0,1.4,1,8,11,1,0,1,1,0,1,1,0,not_applicable,2023,4,43,heart_failure,33,10,1,5,0,955.0,8.0,1,grid_reliable,21
3178,referral_hospital,O2_0087,urban,275,1,1,1,1,cylinder_piped,0,0,0.3,1,6,8,7,0,1,0,0,1,1,0,not_applicable,2022,6,38,COVID19_severe,28,10,1,4,0,833.0,6.0,1,generator_only,0
3179,referral_hospital,O2_0177,urban,322,1,1,1,1,LOX_bulk_tank,0,0,2.7,1,8,9,1,0,1,1,0,1,1,0,not_applicable,2022,3,40,other_hypoxemia,40,0,1,0,0,868.0,26.0,1,grid_unreliable,1
3180,referral_hospital,O2_0150,rural,279,1,1,1,1,LOX_bulk_tank,0,0,2.9,1,13,4,11,0,1,1,0,1,1,0,not_applicable,2023,9,57,severe_malaria,18,39,0,14,0,992.0,20.0,0,solar,0
3181,referral_hospital,O2_0146,peri_urban,273,1,1,1,1,oxygen_concentrator,4,1,0.9,1,11,6,1,0,1,1,1,1,1,6,PSA_plant_breakdown,2022,11,45,neonatal_respiratory,34,11,1,3,0,749.0,3.0,1,generator_only,15
3182,referral_hospital,O2_0009,urban,211,1,1,1,1,oxygen_concentrator,6,3,2.3,1,6,4,9,0,1,1,1,1,1,2,supplier_stockout,2021,8,32,severe_malaria,24,8,1,2,0,937.0,2.0,1,solar,7
3183,referral_hospital,O2_0164,peri_urban,254,1,1,1,1,LOX_bulk_tank,0,0,3.0,1,11,4,3,0,1,1,0,1,1,0,not_applicable,2022,8,42,neonatal_respiratory,36,6,1,2,0,883.0,26.0,0,grid_unreliable,4
3184,referral_hospital,O2_0098,peri_urban,222,1,1,1,1,cylinder_piped,0,0,0.4,1,11,3,1,0,1,1,0,0,0,1,cylinder_delivery_delay,2024,6,45,trauma,0,45,0,19,8,963.0,41.0,1,grid_reliable,12
3185,referral_hospital,O2_0062,urban,288,1,1,1,1,LOX_bulk_tank,2,1,0.0,1,13,6,8,0,1,1,1,1,0,0,not_applicable,2022,1,42,surgical_anaesthesia,31,11,1,5,0,779.0,24.0,1,solar,3
3186,referral_hospital,O2_0162,peri_urban,224,1,1,1,1,cylinder_piped,6,2,3.7,1,8,3,5,0,1,1,0,0,0,5,concentrator_malfunction,2023,2,34,pneumonia_child,0,34,0,18,1,805.0,7.0,1,grid_unreliable,1
3187,referral_hospital,O2_0128,peri_urban,159,1,1,1,1,PSA_plant_onsite,0,0,10.4,1,12,3,28,0,1,1,0,1,1,0,not_applicable,2024,1,48,heart_failure,43,5,1,2,0,873.0,15.0,1,grid_unreliable,5
3188,referral_hospital,O2_0086,rural,282,1,1,1,1,PSA_plant_onsite,5,3,1.4,1,12,2,6,1,1,1,1,1,1,0,not_applicable,2023,6,37,COVID19_severe,27,10,1,2,0,678.0,1.0,1,grid_unreliable,8
3189,referral_hospital,O2_0071,urban,180,1,1,1,1,LOX_bulk_tank,3,2,1.7,1,11,6,3,0,1,1,1,1,1,0,not_applicable,2021,4,40,COPD_exacerbation,33,7,1,2,0,995.0,21.0,1,grid_unreliable,4
3190,referral_hospital,O2_0176,urban,211,1,1,1,1,oxygen_concentrator,6,4,1.9,1,8,2,2,0,1,0,0,1,1,0,not_applicable,2024,7,51,pneumonia_child,41,10,1,2,0,1267.0,6.0,1,generator_only,9
3191,referral_hospital,O2_0173,urban,249,1,1,1,1,LOX_bulk_tank,0,0,11.3,1,10,4,13,0,1,0,0,1,1,0,not_applicable,2023,2,42,surgical_anaesthesia,32,10,1,1,0,585.0,6.0,0,none,8
3192,referral_hospital,O2_0132,urban,231,1,1,1,1,cylinder_piped,0,0,6.2,1,13,8,2,0,1,1,1,0,0,5,cylinder_delivery_delay,2024,10,45,heart_failure,0,45,0,13,17,483.0,13.0,1,solar,7
3193,referral_hospital,O2_0004,rural,208,1,1,1,1,LOX_bulk_tank,4,3,17.1,1,13,2,0,0,1,1,0,1,1,0,not_applicable,2024,11,48,heart_failure,44,4,1,2,0,795.0,29.0,1,grid_reliable,4
3194,referral_hospital,O2_0191,urban,274,1,1,1,1,oxygen_concentrator,6,2,14.7,1,3,3,4,0,1,0,0,1,1,0,not_applicable,2022,10,39,neonatal_respiratory,35,4,1,2,0,997.0,6.0,1,generator_only,24
3195,referral_hospital,O2_0129,peri_urban,227,1,1,1,1,cylinder_piped,0,0,2.3,1,10,4,0,0,1,1,1,1,1,0,not_applicable,2023,5,41,heart_failure,23,18,1,4,0,721.0,2.0,1,generator_only,7
3196,referral_hospital,O2_0085,peri_urban,243,1,1,1,1,PSA_plant_onsite,0,0,3.7,1,3,4,16,0,1,1,1,1,1,0,not_applicable,2021,3,43,sepsis,32,11,1,6,0,805.0,9.0,1,generator_only,4
3197,referral_hospital,O2_0014,rural,313,1,1,1,1,PSA_plant_onsite,0,0,0.9,1,7,4,4,1,1,1,1,1,1,2,power_outage,2022,5,36,pneumonia_adult,29,7,1,2,0,801.0,4.0,1,generator_only,3
3198,referral_hospital,O2_0166,peri_urban,251,1,1,1,1,LOX_bulk_tank,4,3,6.2,1,10,5,1,0,1,1,1,1,1,6,funding_for_refill,2023,6,45,trauma,32,13,1,5,0,942.0,0.0,1,grid_reliable,2
3199,referral_hospital,O2_0008,rural,320,1,1,1,1,PSA_plant_onsite,0,0,1.9,1,16,5,1,1,1,1,0,1,1,0,not_applicable,2022,9,33,neonatal_respiratory,27,6,1,2,0,692.0,10.0,1,grid_reliable,1
3200,referral_hospital,O2_0043,urban,247,1,1,1,1,PSA_plant_onsite,0,0,2.5,1,4,6,12,0,1,1,1,1,1,0,not_applicable,2024,11,46,pneumonia_child,34,12,1,5,0,718.0,6.0,1,grid_unreliable,6
3201,referral_hospital,O2_0042,urban,198,1,1,1,1,PSA_plant_onsite,0,0,4.0,1,10,5,2,1,1,1,1,1,1,0,not_applicable,2024,3,44,pneumonia_adult,32,12,1,2,0,591.0,0.0,1,generator_only,6
3202,referral_hospital,O2_0085,rural,179,1,1,1,1,oxygen_concentrator,5,2,7.7,1,4,6,2,0,1,1,1,1,1,0,not_applicable,2023,7,41,other_hypoxemia,26,15,1,3,0,864.0,0.0,1,grid_reliable,2
3203,referral_hospital,O2_0186,rural,240,1,1,1,1,cylinder_piped,0,0,10.7,1,11,4,2,0,1,0,0,1,1,0,not_applicable,2021,3,46,COPD_exacerbation,27,19,1,3,0,827.0,10.0,1,grid_reliable,4
3204,referral_hospital,O2_0126,peri_urban,282,1,1,1,1,LOX_bulk_tank,0,0,4.5,1,11,10,5,0,1,1,1,0,0,4,power_outage,2024,5,40,neonatal_respiratory,0,40,0,12,19,675.0,19.0,1,grid_unreliable,6
3205,referral_hospital,O2_0148,urban,293,1,1,1,1,oxygen_concentrator,6,4,5.6,1,5,4,15,0,1,1,1,1,1,0,not_applicable,2022,4,36,surgical_anaesthesia,27,9,1,4,0,807.0,11.0,1,solar,1
3206,referral_hospital,O2_0006,urban,215,1,1,1,1,oxygen_concentrator,4,4,7.4,1,9,8,0,0,1,1,1,1,1,0,not_applicable,2022,5,38,COPD_exacerbation,22,16,0,1,0,788.0,13.0,1,none,1
3207,referral_hospital,O2_0157,urban,268,1,1,1,1,PSA_plant_onsite,0,0,0.9,1,7,9,7,0,1,1,1,0,0,1,demand_surge,2023,8,37,neonatal_respiratory,0,37,0,10,7,899.0,13.0,1,grid_reliable,2
3208,referral_hospital,O2_0113,peri_urban,281,1,1,1,1,PSA_plant_onsite,3,2,5.2,1,12,5,4,1,1,1,1,0,0,1,cylinder_delivery_delay,2024,9,32,pneumonia_adult,0,32,0,13,16,880.0,6.0,1,grid_unreliable,13
3209,referral_hospital,O2_0073,peri_urban,227,1,1,1,1,PSA_plant_onsite,0,0,0.8,1,8,3,5,1,1,1,0,1,0,0,not_applicable,2024,7,45,other_hypoxemia,27,18,1,9,0,855.0,30.0,1,grid_reliable,0
3210,referral_hospital,O2_0181,urban,296,1,1,1,1,LOX_bulk_tank,0,0,2.8,1,14,3,6,0,1,0,0,0,0,22,power_outage,2023,7,44,trauma,0,44,0,13,7,872.0,6.0,1,grid_unreliable,6
3211,referral_hospital,O2_0014,peri_urban,255,1,1,1,1,cylinder_piped,0,0,0.9,1,10,4,1,0,1,0,0,1,0,0,not_applicable,2021,5,34,heart_failure,34,0,1,0,0,1019.0,27.0,1,solar,0
3212,referral_hospital,O2_0120,urban,245,1,1,1,1,cylinder_piped,2,1,1.5,1,10,5,2,0,1,1,0,1,1,3,power_outage,2022,9,37,other_hypoxemia,27,10,0,5,0,543.0,13.0,1,grid_reliable,0
3213,referral_hospital,O2_0114,urban,220,1,1,1,1,cylinder_piped,0,0,0.4,1,11,5,0,0,1,1,0,0,0,7,concentrator_malfunction,2023,4,36,COPD_exacerbation,0,36,0,16,10,792.0,2.0,1,grid_reliable,3
3214,referral_hospital,O2_0087,urban,224,1,1,1,1,PSA_plant_onsite,0,0,18.7,1,6,7,3,1,1,1,1,1,1,0,not_applicable,2023,9,46,trauma,30,16,1,5,0,689.0,12.0,1,grid_reliable,24
3215,referral_hospital,O2_0038,urban,283,1,1,1,1,LOX_bulk_tank,0,0,2.8,1,7,4,4,0,1,0,0,1,1,0,not_applicable,2022,7,33,pneumonia_adult,23,10,1,3,0,755.0,60.0,1,grid_unreliable,4
3216,referral_hospital,O2_0169,urban,294,1,1,1,1,oxygen_concentrator,9,5,6.8,1,8,3,16,0,1,0,0,1,1,0,not_applicable,2023,5,48,trauma,36,12,0,7,0,857.0,6.0,1,generator_only,1
3217,referral_hospital,O2_0135,urban,236,1,1,1,1,LOX_bulk_tank,0,0,2.7,1,10,1,0,0,1,1,0,1,0,1,power_outage,2022,4,35,pneumonia_adult,33,2,1,1,0,878.0,6.0,1,grid_reliable,7
3218,referral_hospital,O2_0031,urban,300,1,1,1,1,LOX_bulk_tank,0,0,0.2,1,11,4,7,0,1,1,1,1,0,0,not_applicable,2024,8,40,pneumonia_adult,31,9,0,1,0,895.0,38.0,1,generator_only,0
3219,referral_hospital,O2_0068,rural,301,1,1,1,1,oxygen_concentrator,7,3,0.0,1,14,9,1,0,1,1,1,1,1,0,not_applicable,2022,9,35,COPD_exacerbation,26,9,1,5,0,706.0,48.0,1,grid_unreliable,0
3220,referral_hospital,O2_0164,urban,294,1,1,1,1,PSA_plant_onsite,0,0,4.2,1,11,1,6,0,1,1,1,0,0,3,power_outage,2023,1,31,pneumonia_child,0,31,0,9,12,694.0,23.0,1,solar,0
3221,referral_hospital,O2_0031,rural,262,1,1,1,1,LOX_bulk_tank,0,0,1.1,1,4,4,11,0,1,1,0,1,1,0,not_applicable,2024,4,33,severe_malaria,27,6,1,2,0,724.0,16.0,1,grid_reliable,1
3222,referral_hospital,O2_0002,peri_urban,222,1,1,1,1,LOX_bulk_tank,9,7,3.1,1,9,3,26,0,1,1,0,1,0,4,demand_surge,2021,5,42,heart_failure,25,17,0,7,0,832.0,15.0,1,generator_only,4
3223,referral_hospital,O2_0181,urban,298,1,1,1,1,cylinder_piped,0,0,6.1,1,18,9,9,0,1,1,0,1,1,0,not_applicable,2022,6,50,surgical_anaesthesia,47,3,1,3,0,626.0,25.0,1,grid_reliable,8
3224,referral_hospital,O2_0037,urban,192,1,1,1,1,LOX_bulk_tank,0,0,1.1,1,12,5,1,0,1,1,1,1,1,0,not_applicable,2024,11,43,pneumonia_adult,42,1,1,0,0,766.0,23.0,1,grid_reliable,0
3225,referral_hospital,O2_0013,urban,214,1,1,1,1,PSA_plant_onsite,0,0,0.1,1,7,4,12,1,1,1,1,1,1,1,concentrator_malfunction,2021,8,31,surgical_anaesthesia,24,7,1,1,0,1025.0,34.0,1,grid_unreliable,2
3226,referral_hospital,O2_0185,peri_urban,242,1,1,1,1,PSA_plant_onsite,0,0,0.9,1,13,6,4,1,1,0,0,1,1,0,not_applicable,2023,7,39,pneumonia_adult,29,10,1,5,0,774.0,11.0,1,grid_reliable,0
3227,referral_hospital,O2_0109,urban,321,1,1,1,1,PSA_plant_onsite,0,0,0.3,1,12,3,4,0,1,1,1,1,1,3,concentrator_malfunction,2024,11,30,COPD_exacerbation,20,10,0,3,0,601.0,5.0,0,grid_reliable,2
3228,referral_hospital,O2_0068,urban,200,1,1,1,1,cylinder_piped,0,0,1.2,1,7,3,4,0,1,0,0,0,0,12,cylinder_delivery_delay,2023,1,42,surgical_anaesthesia,0,42,0,10,21,920.0,26.0,1,solar,1
3229,referral_hospital,O2_0033,peri_urban,264,1,1,1,1,PSA_plant_onsite,7,4,1.5,1,9,3,5,1,1,1,1,1,1,0,not_applicable,2023,8,34,pneumonia_adult,31,3,1,1,0,821.0,16.0,1,grid_unreliable,6
3230,referral_hospital,O2_0031,urban,209,1,1,1,1,LOX_bulk_tank,0,0,0.3,1,14,7,9,0,1,1,1,1,1,3,concentrator_malfunction,2023,10,45,pneumonia_adult,35,10,1,3,0,664.0,1.0,1,grid_unreliable,2
3231,referral_hospital,O2_0071,urban,227,1,1,1,1,oxygen_concentrator,6,3,4.9,1,12,5,15,0,1,1,1,1,1,1,demand_surge,2021,3,38,COPD_exacerbation,34,4,1,2,0,633.0,22.0,0,solar,11
3232,referral_hospital,O2_0171,peri_urban,173,1,1,1,1,oxygen_concentrator,6,4,1.8,1,11,6,11,0,1,0,0,0,0,4,regulator_valve_failure,2022,10,44,pneumonia_adult,0,44,0,16,9,814.0,20.0,1,none,0
3233,referral_hospital,O2_0150,urban,258,1,1,1,1,oxygen_concentrator,4,3,1.3,1,10,5,8,0,1,1,0,0,0,15,demand_surge,2023,6,38,pneumonia_adult,0,38,0,15,22,705.0,2.0,1,grid_reliable,1
3234,referral_hospital,O2_0160,urban,127,1,1,1,1,cylinder_portable,0,0,1.2,1,13,7,12,0,1,1,1,1,1,0,not_applicable,2023,12,34,COVID19_severe,34,0,1,0,0,762.0,73.0,1,grid_unreliable,2
3235,referral_hospital,O2_0066,rural,246,1,1,1,1,oxygen_concentrator,4,2,5.3,1,10,6,4,0,1,1,1,1,0,0,not_applicable,2022,11,32,surgical_anaesthesia,20,12,1,6,0,617.0,8.0,1,grid_reliable,0
3236,referral_hospital,O2_0181,urban,261,1,1,1,1,cylinder_piped,2,1,3.0,1,13,3,1,0,1,1,1,1,0,0,not_applicable,2023,9,42,asthma_severe,36,6,1,3,0,794.0,5.0,1,generator_only,3
3237,referral_hospital,O2_0159,peri_urban,240,1,1,1,1,oxygen_concentrator,4,2,6.8,1,12,5,2,0,1,0,0,1,1,0,not_applicable,2021,3,37,surgical_anaesthesia,23,14,1,6,0,874.0,10.0,1,none,2
3238,referral_hospital,O2_0010,rural,291,1,1,1,1,PSA_plant_onsite,0,0,4.9,1,15,6,2,1,1,1,1,1,1,0,not_applicable,2024,6,40,pneumonia_child,18,22,0,10,0,701.0,9.0,1,grid_reliable,14
3239,referral_hospital,O2_0094,urban,222,1,1,1,1,LOX_bulk_tank,0,0,7.2,1,12,8,3,0,1,1,1,1,0,0,not_applicable,2024,3,45,pneumonia_child,33,12,1,4,0,705.0,17.0,1,generator_only,13
3240,referral_hospital,O2_0162,peri_urban,229,1,1,1,1,oxygen_concentrator,3,2,1.1,1,5,5,5,0,1,0,0,1,1,0,not_applicable,2023,3,28,pneumonia_adult,16,12,1,3,0,705.0,24.0,1,grid_unreliable,5
3241,referral_hospital,O2_0094,rural,158,1,1,1,1,oxygen_concentrator,6,5,8.0,1,10,2,3,0,1,1,1,1,1,0,not_applicable,2023,5,47,sepsis,25,22,1,6,0,773.0,30.0,1,generator_only,5
3242,referral_hospital,O2_0118,urban,301,1,1,1,1,cylinder_piped,0,0,2.8,1,7,9,2,0,1,1,0,1,1,0,not_applicable,2022,11,31,pneumonia_adult,25,6,1,2,0,550.0,2.0,1,generator_only,18
3243,referral_hospital,O2_0157,peri_urban,196,1,1,1,1,PSA_plant_onsite,0,0,3.5,1,14,7,5,0,1,1,1,1,0,0,not_applicable,2024,1,51,pneumonia_adult,40,11,1,1,0,774.0,18.0,1,grid_unreliable,11
3244,referral_hospital,O2_0093,urban,298,1,1,1,1,oxygen_concentrator,1,0,2.3,1,12,3,7,0,1,1,1,1,0,0,not_applicable,2021,11,46,pneumonia_child,28,18,1,10,0,1117.0,30.0,1,solar,0
3245,referral_hospital,O2_0159,urban,241,1,1,1,1,PSA_plant_onsite,0,0,4.7,1,6,3,1,1,1,1,1,0,0,25,PSA_plant_breakdown,2021,8,40,COPD_exacerbation,0,40,0,11,6,1021.0,42.0,1,grid_reliable,0
3246,referral_hospital,O2_0017,urban,267,1,1,1,1,LOX_bulk_tank,0,0,3.4,1,8,10,1,0,1,1,1,1,1,0,not_applicable,2023,5,39,pneumonia_child,38,1,1,0,0,918.0,21.0,1,grid_reliable,6
3247,referral_hospital,O2_0137,peri_urban,328,1,1,1,1,LOX_bulk_tank,0,0,5.0,1,12,5,1,0,1,1,1,1,0,0,not_applicable,2023,5,42,other_hypoxemia,34,8,1,5,0,969.0,62.0,1,grid_reliable,8
3248,referral_hospital,O2_0109,rural,197,1,1,1,1,LOX_bulk_tank,0,0,1.1,1,9,6,0,0,1,0,0,1,1,4,PSA_plant_breakdown,2024,7,37,heart_failure,30,7,0,0,0,791.0,0.0,1,grid_reliable,1
3249,referral_hospital,O2_0050,rural,273,1,1,1,1,LOX_bulk_tank,0,0,1.2,1,11,6,3,0,1,1,1,1,1,0,not_applicable,2023,7,24,sepsis,17,7,1,1,0,606.0,21.0,1,grid_unreliable,0
3250,referral_hospital,O2_0123,urban,313,1,1,1,1,oxygen_concentrator,4,3,1.6,1,17,5,6,0,1,1,1,1,1,0,not_applicable,2022,11,39,COVID19_severe,36,3,0,1,0,1047.0,15.0,1,generator_only,1
3251,referral_hospital,O2_0014,urban,280,1,1,1,1,oxygen_concentrator,4,3,3.7,1,13,8,0,0,1,1,0,1,1,15,demand_surge,2021,6,47,neonatal_respiratory,31,16,0,9,0,717.0,23.0,1,grid_unreliable,6
3252,referral_hospital,O2_0125,rural,254,1,1,1,1,cylinder_piped,0,0,0.9,1,10,7,0,0,1,1,1,1,1,1,demand_surge,2022,8,42,pneumonia_adult,22,20,1,7,0,1091.0,21.0,1,solar,0
3253,referral_hospital,O2_0167,urban,281,1,1,1,1,oxygen_concentrator,4,2,1.2,1,7,5,3,0,1,0,0,1,1,0,not_applicable,2022,2,37,neonatal_respiratory,32,5,1,1,0,715.0,12.0,1,grid_reliable,1
3254,referral_hospital,O2_0170,peri_urban,280,1,1,1,1,oxygen_concentrator,4,3,1.8,1,10,6,14,0,1,1,1,1,0,0,not_applicable,2024,4,35,asthma_severe,31,4,1,1,0,807.0,1.0,1,grid_reliable,7
3255,referral_hospital,O2_0037,rural,249,1,1,1,1,cylinder_piped,0,0,0.7,1,7,6,12,0,1,1,1,1,1,1,PSA_plant_breakdown,2023,11,40,neonatal_respiratory,34,6,1,2,0,852.0,5.0,1,grid_reliable,13
3256,referral_hospital,O2_0073,rural,271,1,1,1,1,LOX_bulk_tank,0,0,0.1,1,15,5,7,0,1,0,0,1,1,0,not_applicable,2022,2,50,trauma,44,6,1,2,0,728.0,29.0,1,grid_reliable,12
3257,referral_hospital,O2_0003,rural,343,1,1,1,1,LOX_bulk_tank,0,0,0.9,1,10,6,1,0,1,1,1,1,1,0,not_applicable,2024,10,38,pneumonia_adult,30,8,1,1,0,830.0,34.0,0,generator_only,6
3258,referral_hospital,O2_0199,urban,238,1,1,1,1,PSA_plant_onsite,6,5,0.1,1,12,7,8,1,1,1,1,1,0,0,not_applicable,2023,8,51,COPD_exacerbation,39,12,0,4,0,629.0,15.0,0,grid_unreliable,0
3259,referral_hospital,O2_0042,urban,220,1,1,1,1,LOX_bulk_tank,0,0,2.5,1,7,6,9,0,1,1,1,1,1,0,not_applicable,2023,7,36,pneumonia_child,23,13,1,2,0,1070.0,7.0,1,grid_unreliable,0
3260,referral_hospital,O2_0116,rural,277,1,1,1,1,cylinder_piped,0,0,1.2,1,9,1,7,0,1,1,0,0,0,12,power_outage,2023,8,39,neonatal_respiratory,0,39,0,21,11,653.0,5.0,0,grid_unreliable,1
3261,referral_hospital,O2_0143,urban,201,1,1,1,1,LOX_bulk_tank,0,0,0.2,1,12,3,5,0,1,1,1,1,1,0,not_applicable,2023,9,41,pneumonia_child,41,0,0,0,0,916.0,59.0,0,solar,1
3262,referral_hospital,O2_0090,rural,212,1,1,1,1,oxygen_concentrator,2,1,0.6,1,16,3,1,0,1,1,1,1,1,0,not_applicable,2024,5,41,surgical_anaesthesia,28,13,1,3,0,610.0,29.0,1,grid_reliable,1
3263,referral_hospital,O2_0058,urban,301,1,1,1,1,cylinder_piped,0,0,1.5,1,8,5,1,0,1,1,1,1,0,1,concentrator_malfunction,2022,5,44,COPD_exacerbation,34,10,1,4,0,592.0,6.0,0,grid_reliable,1
3264,referral_hospital,O2_0081,urban,233,1,1,1,1,LOX_bulk_tank,0,0,2.5,1,13,5,10,0,1,1,1,0,0,26,PSA_plant_breakdown,2022,9,22,surgical_anaesthesia,0,22,0,8,9,725.0,35.0,1,grid_reliable,2
3265,referral_hospital,O2_0090,urban,213,1,1,1,1,oxygen_concentrator,2,1,0.2,1,8,7,4,0,1,1,1,1,1,0,not_applicable,2023,3,47,pneumonia_child,32,15,1,3,0,1008.0,7.0,1,grid_reliable,5
3266,referral_hospital,O2_0194,urban,170,1,1,1,1,LOX_bulk_tank,0,0,2.7,1,12,5,1,0,1,1,0,1,1,0,not_applicable,2023,4,36,COVID19_severe,22,14,0,5,0,819.0,4.0,1,grid_reliable,2
3267,referral_hospital,O2_0185,rural,252,1,1,1,1,cylinder_piped,6,3,3.3,1,11,3,0,0,1,1,1,1,0,3,power_outage,2022,2,36,pneumonia_adult,36,0,1,0,0,1053.0,5.0,1,none,2
3268,referral_hospital,O2_0099,urban,221,1,1,1,1,PSA_plant_onsite,0,0,0.9,1,7,3,13,1,1,1,0,1,1,12,empty_cylinders_not_collected,2024,8,36,pneumonia_adult,21,15,1,5,0,740.0,35.0,1,grid_unreliable,1
3269,referral_hospital,O2_0112,rural,187,1,1,1,1,oxygen_concentrator,3,1,0.4,1,15,2,0,0,1,0,0,1,1,0,not_applicable,2021,12,43,surgical_anaesthesia,27,16,0,6,0,930.0,9.0,1,grid_reliable,4
3270,referral_hospital,O2_0081,urban,218,1,1,1,1,PSA_plant_onsite,0,0,9.5,1,13,5,19,0,1,0,0,0,0,3,cylinder_delivery_delay,2022,4,34,severe_malaria,0,34,0,17,17,665.0,6.0,1,solar,0
3271,referral_hospital,O2_0114,urban,163,1,1,1,1,oxygen_concentrator,6,5,1.6,1,10,6,2,0,1,1,1,1,1,0,not_applicable,2023,6,41,pneumonia_child,29,12,0,3,0,1096.0,11.0,1,grid_unreliable,0
3272,referral_hospital,O2_0057,urban,163,1,1,1,1,LOX_bulk_tank,0,0,3.9,1,14,5,2,0,1,0,0,1,1,0,not_applicable,2024,2,35,trauma,24,11,1,3,0,795.0,49.0,1,grid_unreliable,1
3273,referral_hospital,O2_0149,rural,293,1,1,1,1,PSA_plant_onsite,0,0,1.4,1,9,2,0,0,1,1,1,1,1,0,not_applicable,2022,2,35,pneumonia_adult,27,8,1,3,0,790.0,19.0,1,grid_unreliable,15
3274,referral_hospital,O2_0025,urban,288,1,1,1,1,PSA_plant_onsite,5,2,2.9,1,14,4,16,1,1,1,1,1,0,0,not_applicable,2023,1,38,pneumonia_child,26,12,0,5,0,827.0,34.0,1,generator_only,1
3275,referral_hospital,O2_0124,urban,280,1,1,1,1,LOX_bulk_tank,0,0,3.8,1,12,6,1,0,1,1,1,1,1,0,not_applicable,2024,9,49,surgical_anaesthesia,36,13,1,6,0,855.0,12.0,1,grid_reliable,2
3276,referral_hospital,O2_0116,urban,174,1,1,1,1,cylinder_piped,0,0,1.1,1,9,7,2,0,1,1,1,1,1,8,empty_cylinders_not_collected,2023,1,33,COVID19_severe,26,7,1,1,0,825.0,37.0,0,grid_reliable,11
3277,referral_hospital,O2_0117,urban,201,1,1,1,1,LOX_bulk_tank,0,0,1.0,1,12,5,3,0,1,1,1,0,0,25,cylinder_delivery_delay,2023,2,40,neonatal_respiratory,0,40,0,13,16,985.0,4.0,1,grid_reliable,2
3278,referral_hospital,O2_0058,urban,313,1,1,1,1,cylinder_piped,0,0,4.3,1,13,5,11,0,1,1,1,0,0,2,cylinder_delivery_delay,2024,5,50,COPD_exacerbation,0,50,0,15,19,690.0,4.0,1,grid_reliable,3
3279,referral_hospital,O2_0158,urban,209,1,1,1,1,PSA_plant_onsite,0,0,1.0,1,5,2,4,1,1,1,1,0,0,9,power_outage,2024,10,36,COVID19_severe,0,36,0,9,2,677.0,40.0,1,grid_reliable,5
3280,referral_hospital,O2_0169,urban,268,1,1,1,1,cylinder_piped,0,0,2.2,1,9,5,1,0,1,1,1,1,1,0,not_applicable,2024,3,36,surgical_anaesthesia,30,6,1,4,0,1018.0,4.0,1,grid_reliable,0
3281,referral_hospital,O2_0169,peri_urban,241,1,1,1,1,PSA_plant_onsite,0,0,2.8,1,13,7,3,1,1,1,1,1,1,4,power_outage,2021,11,39,trauma,34,5,1,1,0,914.0,6.0,0,grid_reliable,1
3282,referral_hospital,O2_0164,urban,262,1,1,1,1,oxygen_concentrator,7,4,3.7,1,11,1,2,0,1,1,1,0,0,3,concentrator_malfunction,2024,9,36,surgical_anaesthesia,0,36,0,15,8,705.0,11.0,1,generator_only,12
3283,referral_hospital,O2_0122,rural,253,1,1,1,1,PSA_plant_onsite,0,0,2.0,1,13,6,6,1,1,0,0,1,1,0,not_applicable,2021,11,41,sepsis,41,0,1,0,0,938.0,4.0,1,grid_unreliable,4
3284,referral_hospital,O2_0015,urban,233,1,1,1,1,LOX_bulk_tank,0,0,5.0,1,13,7,0,0,1,1,1,1,1,0,not_applicable,2023,8,26,other_hypoxemia,26,0,1,0,0,875.0,9.0,1,grid_unreliable,0
3285,referral_hospital,O2_0111,urban,238,1,1,1,1,PSA_plant_onsite,3,1,6.8,1,4,6,1,0,1,0,0,1,1,0,not_applicable,2023,11,49,trauma,48,1,1,0,0,983.0,21.0,1,grid_reliable,0
3286,referral_hospital,O2_0133,urban,257,1,1,1,1,cylinder_piped,0,0,1.6,1,9,5,1,0,1,1,1,0,0,25,PSA_plant_breakdown,2023,12,40,COVID19_severe,0,40,0,17,15,848.0,7.0,1,generator_only,5
3287,referral_hospital,O2_0017,peri_urban,239,1,1,1,1,LOX_bulk_tank,0,0,7.3,1,17,6,6,0,1,1,1,1,0,0,not_applicable,2023,2,43,pneumonia_child,24,19,1,6,0,916.0,11.0,1,grid_reliable,1
3288,referral_hospital,O2_0176,peri_urban,301,1,1,1,1,LOX_bulk_tank,0,0,0.2,1,10,6,7,0,1,1,1,1,1,0,not_applicable,2022,8,47,pneumonia_child,43,4,0,1,0,839.0,12.0,1,generator_only,0
3289,referral_hospital,O2_0141,peri_urban,276,1,1,1,1,PSA_plant_onsite,2,1,0.1,1,15,5,4,1,1,1,1,1,0,0,not_applicable,2021,1,28,COPD_exacerbation,19,9,1,4,0,891.0,19.0,1,grid_reliable,3
3290,referral_hospital,O2_0121,urban,257,1,1,1,1,LOX_bulk_tank,0,0,0.4,1,11,3,11,0,1,1,1,1,1,0,not_applicable,2023,3,39,asthma_severe,30,9,1,1,0,924.0,1.0,1,grid_unreliable,4
3291,referral_hospital,O2_0127,urban,273,1,1,1,1,cylinder_portable,0,0,2.3,1,11,6,0,0,1,1,0,1,1,0,not_applicable,2022,4,43,pneumonia_adult,36,7,1,2,0,570.0,5.0,1,grid_reliable,1
3292,referral_hospital,O2_0004,urban,231,1,1,1,1,oxygen_concentrator,3,1,0.5,1,16,4,10,0,1,1,1,1,0,1,power_outage,2022,6,36,pneumonia_adult,33,3,1,1,0,549.0,40.0,1,grid_unreliable,4
3293,referral_hospital,O2_0050,rural,243,1,1,1,1,cylinder_piped,6,0,1.0,1,10,4,1,0,1,1,0,0,0,15,demand_surge,2022,4,42,neonatal_respiratory,0,42,0,11,13,1222.0,0.0,1,grid_reliable,5
3294,referral_hospital,O2_0100,peri_urban,199,1,1,1,1,cylinder_piped,0,0,4.4,1,12,6,6,0,1,1,1,1,1,0,not_applicable,2021,1,30,surgical_anaesthesia,26,4,0,1,0,883.0,35.0,1,grid_reliable,0
3295,referral_hospital,O2_0077,rural,242,1,1,1,1,LOX_bulk_tank,0,0,1.2,1,16,5,15,0,1,0,0,1,1,0,not_applicable,2024,12,52,pneumonia_child,39,13,1,6,0,873.0,24.0,0,grid_reliable,1
3296,referral_hospital,O2_0045,urban,215,1,1,1,1,PSA_plant_onsite,0,0,7.4,1,13,4,1,1,1,1,1,1,1,0,not_applicable,2023,11,46,pneumonia_child,39,7,1,3,0,951.0,14.0,1,solar,0
3297,referral_hospital,O2_0156,peri_urban,217,1,1,1,1,cylinder_piped,0,0,9.3,1,9,4,12,0,1,1,1,1,0,0,not_applicable,2024,3,35,asthma_severe,30,5,0,3,0,926.0,1.0,1,grid_reliable,13
3298,referral_hospital,O2_0162,peri_urban,245,1,1,1,1,LOX_bulk_tank,0,0,3.7,1,8,3,0,0,1,1,0,0,0,19,cylinder_delivery_delay,2024,7,42,severe_malaria,0,42,0,14,5,640.0,5.0,1,grid_reliable,2
3299,referral_hospital,O2_0022,urban,170,1,1,1,1,LOX_bulk_tank,0,0,1.1,1,10,4,3,0,1,1,1,1,1,1,PSA_plant_breakdown,2023,3,37,pneumonia_child,23,14,1,6,0,786.0,26.0,1,grid_reliable,3
3300,referral_hospital,O2_0010,urban,302,1,1,1,1,PSA_plant_onsite,0,0,3.6,1,13,7,0,0,1,0,0,0,0,1,demand_surge,2022,12,33,pneumonia_child,0,33,0,11,15,1124.0,1.0,1,generator_only,11
3301,referral_hospital,O2_0158,urban,288,1,1,1,1,LOX_bulk_tank,0,0,2.5,1,14,5,14,0,1,1,0,1,0,7,concentrator_malfunction,2024,8,44,other_hypoxemia,32,12,1,2,0,1037.0,18.0,1,grid_unreliable,14
3302,referral_hospital,O2_0149,peri_urban,203,1,1,1,1,LOX_bulk_tank,0,0,0.6,1,13,3,6,0,1,1,1,1,0,3,demand_surge,2023,2,34,neonatal_respiratory,32,2,1,1,0,842.0,5.0,1,solar,2
3303,referral_hospital,O2_0002,rural,313,1,1,1,1,LOX_bulk_tank,9,7,1.6,1,9,3,10,0,1,1,0,1,0,0,not_applicable,2021,7,46,severe_malaria,36,10,1,5,0,757.0,16.0,1,solar,3
3304,referral_hospital,O2_0059,peri_urban,200,1,1,1,1,PSA_plant_onsite,0,0,0.4,1,8,9,22,1,1,1,1,0,0,6,supplier_stockout,2023,12,46,neonatal_respiratory,0,46,0,19,9,593.0,3.0,1,grid_unreliable,4
3305,referral_hospital,O2_0055,rural,267,1,1,1,1,LOX_bulk_tank,0,0,1.5,1,12,8,7,0,1,1,0,1,1,0,not_applicable,2023,5,38,COPD_exacerbation,19,19,0,7,0,913.0,7.0,1,grid_reliable,1
3306,referral_hospital,O2_0044,urban,238,1,1,1,1,LOX_bulk_tank,0,0,0.3,1,10,4,1,0,1,1,1,1,0,0,not_applicable,2021,1,45,heart_failure,38,7,1,3,0,632.0,34.0,1,generator_only,1
3307,referral_hospital,O2_0133,peri_urban,235,1,1,1,1,oxygen_concentrator,7,4,0.2,1,9,7,4,0,1,1,1,0,0,3,empty_cylinders_not_collected,2023,1,44,pneumonia_child,0,44,0,15,8,690.0,28.0,1,grid_reliable,11
3308,referral_hospital,O2_0057,peri_urban,267,1,1,1,1,cylinder_piped,0,0,0.3,1,5,7,9,0,1,1,0,1,1,0,not_applicable,2024,3,40,COPD_exacerbation,29,11,1,1,0,903.0,5.0,1,grid_reliable,7
3309,referral_hospital,O2_0059,peri_urban,216,1,1,1,1,PSA_plant_onsite,2,1,5.9,1,12,3,1,1,1,1,0,1,1,0,not_applicable,2021,5,38,pneumonia_child,27,11,1,1,0,860.0,1.0,1,grid_reliable,3
3310,referral_hospital,O2_0094,peri_urban,248,1,1,1,1,cylinder_piped,0,0,3.0,1,1,2,2,0,1,0,0,0,0,1,piping_system_leak,2024,5,44,sepsis,0,44,0,13,5,754.0,24.0,1,grid_reliable,2
3311,referral_hospital,O2_0127,peri_urban,275,1,1,1,1,LOX_bulk_tank,0,0,3.3,1,11,12,8,0,1,1,0,1,0,0,not_applicable,2024,6,44,sepsis,38,6,1,3,0,663.0,2.0,1,grid_unreliable,4
3312,referral_hospital,O2_0036,urban,306,1,1,1,1,oxygen_concentrator,5,5,10.3,1,9,2,2,0,1,1,1,1,0,0,not_applicable,2023,4,41,COVID19_severe,27,14,1,5,0,670.0,9.0,1,grid_reliable,8
3313,referral_hospital,O2_0033,urban,246,1,1,1,1,LOX_bulk_tank,0,0,0.8,1,11,3,1,0,1,1,1,0,0,10,demand_surge,2022,9,34,neonatal_respiratory,0,34,0,14,3,776.0,3.0,0,grid_unreliable,6
3314,referral_hospital,O2_0045,urban,263,1,1,1,1,oxygen_concentrator,5,4,2.2,1,9,5,4,0,1,1,1,1,1,0,not_applicable,2024,6,28,neonatal_respiratory,15,13,1,7,0,721.0,22.0,1,generator_only,2
3315,referral_hospital,O2_0150,urban,305,1,1,1,1,LOX_bulk_tank,5,1,6.0,1,8,5,0,0,1,1,1,1,1,0,not_applicable,2023,11,38,COPD_exacerbation,24,14,0,4,0,1004.0,31.0,1,none,0
3316,referral_hospital,O2_0137,rural,218,1,1,1,1,LOX_bulk_tank,0,0,2.5,1,7,7,2,0,1,0,0,0,0,8,power_outage,2022,9,38,severe_malaria,0,38,0,16,11,824.0,3.0,1,grid_reliable,12
3317,referral_hospital,O2_0035,rural,278,1,1,1,1,cylinder_piped,0,0,0.7,1,14,6,10,0,1,1,0,1,0,0,not_applicable,2023,12,40,severe_malaria,30,10,1,8,0,964.0,0.0,1,grid_unreliable,3
3318,referral_hospital,O2_0063,rural,284,1,1,1,1,cylinder_portable,0,0,5.2,1,10,3,4,0,1,1,1,1,1,0,not_applicable,2022,8,49,surgical_anaesthesia,28,21,1,10,0,843.0,6.0,1,grid_reliable,0
3319,referral_hospital,O2_0092,peri_urban,304,1,1,1,1,LOX_bulk_tank,12,7,3.3,1,12,6,7,0,1,1,1,0,0,1,PSA_plant_breakdown,2023,8,39,other_hypoxemia,0,39,0,12,10,1024.0,4.0,1,none,1
3320,referral_hospital,O2_0072,urban,266,1,1,1,1,LOX_bulk_tank,0,0,3.9,1,12,4,7,0,1,1,0,1,1,0,not_applicable,2023,3,54,trauma,54,0,0,0,0,902.0,23.0,1,grid_unreliable,1
3321,referral_hospital,O2_0048,peri_urban,251,1,1,1,1,LOX_bulk_tank,11,9,10.7,1,6,7,5,0,1,1,0,1,0,0,not_applicable,2022,12,44,neonatal_respiratory,25,19,0,7,0,1111.0,27.0,0,grid_reliable,2
3322,referral_hospital,O2_0005,urban,178,1,1,1,1,cylinder_portable,9,6,4.1,1,10,5,5,0,1,1,1,1,1,0,not_applicable,2022,11,45,surgical_anaesthesia,33,12,1,2,0,396.0,42.0,1,grid_reliable,3
3323,referral_hospital,O2_0168,urban,300,1,1,1,1,LOX_bulk_tank,6,4,10.8,1,10,5,6,0,1,1,0,1,1,0,not_applicable,2022,4,34,pneumonia_child,25,9,1,6,0,767.0,21.0,1,grid_unreliable,0
3324,referral_hospital,O2_0167,urban,305,1,1,1,1,PSA_plant_onsite,0,0,0.5,1,10,8,3,1,1,0,0,1,1,0,not_applicable,2024,9,37,pneumonia_child,28,9,1,3,0,877.0,4.0,1,none,15
3325,referral_hospital,O2_0100,urban,368,1,1,1,1,cylinder_piped,0,0,1.2,1,10,3,4,0,1,1,1,1,1,0,not_applicable,2024,10,31,neonatal_respiratory,26,5,1,0,0,948.0,63.0,1,grid_reliable,2
3326,referral_hospital,O2_0154,urban,227,1,1,1,1,LOX_bulk_tank,0,0,0.4,1,11,5,8,0,1,1,1,1,1,0,not_applicable,2024,10,45,heart_failure,31,14,1,4,0,914.0,37.0,1,grid_unreliable,8
3327,referral_hospital,O2_0050,urban,230,1,1,1,1,cylinder_piped,0,0,1.7,1,6,3,5,0,1,1,0,1,1,0,not_applicable,2022,2,33,COPD_exacerbation,22,11,1,4,0,956.0,1.0,1,grid_reliable,2
3328,referral_hospital,O2_0086,peri_urban,344,1,1,1,1,cylinder_piped,0,0,1.8,1,5,8,9,0,1,0,0,1,1,0,not_applicable,2021,6,29,sepsis,24,5,1,1,0,805.0,15.0,1,grid_unreliable,2
3329,referral_hospital,O2_0196,urban,263,1,1,1,1,oxygen_concentrator,3,1,2.0,1,15,3,2,0,1,1,1,1,1,0,not_applicable,2022,6,42,pneumonia_child,25,17,1,7,0,960.0,12.0,1,grid_reliable,5
3330,referral_hospital,O2_0100,urban,208,1,1,1,1,PSA_plant_onsite,0,0,2.1,1,14,2,2,0,1,1,1,1,1,0,not_applicable,2023,5,38,pneumonia_child,26,12,1,4,0,541.0,15.0,0,grid_reliable,1
3331,referral_hospital,O2_0194,urban,224,1,1,1,1,cylinder_portable,5,4,1.6,1,15,6,0,0,1,1,1,1,1,4,power_outage,2023,3,36,surgical_anaesthesia,23,13,1,7,0,842.0,23.0,1,grid_unreliable,19
3332,referral_hospital,O2_0190,rural,311,1,1,1,1,oxygen_concentrator,6,4,2.3,1,10,7,0,0,1,1,0,0,0,4,PSA_plant_breakdown,2022,7,35,surgical_anaesthesia,0,35,0,11,4,652.0,15.0,1,generator_only,0
3333,referral_hospital,O2_0088,urban,232,1,1,1,1,PSA_plant_onsite,0,0,8.0,1,7,1,1,0,1,1,0,1,1,0,not_applicable,2022,6,36,COPD_exacerbation,30,6,1,0,0,666.0,0.0,1,solar,3
3334,referral_hospital,O2_0181,rural,282,1,1,1,1,LOX_bulk_tank,3,1,1.7,1,10,4,5,0,1,1,1,0,0,12,demand_surge,2021,7,28,surgical_anaesthesia,0,28,0,9,16,1090.0,2.0,1,solar,2
3335,referral_hospital,O2_0121,urban,249,1,1,1,1,oxygen_concentrator,6,4,1.7,1,11,8,9,0,1,1,0,1,0,0,not_applicable,2023,8,34,heart_failure,23,11,1,2,0,661.0,4.0,0,grid_unreliable,1
3336,referral_hospital,O2_0183,rural,266,1,1,1,1,oxygen_concentrator,8,7,1.8,1,7,2,9,0,1,0,0,1,0,0,not_applicable,2023,5,33,pneumonia_child,33,0,0,0,0,772.0,3.0,1,grid_unreliable,5
3337,referral_hospital,O2_0096,rural,239,1,1,1,1,oxygen_concentrator,5,5,4.0,1,9,6,11,0,1,1,0,1,0,0,not_applicable,2022,11,43,surgical_anaesthesia,32,11,1,4,0,773.0,18.0,1,grid_reliable,5
3338,referral_hospital,O2_0156,urban,279,1,1,1,1,oxygen_concentrator,5,3,2.2,1,11,9,21,0,1,1,0,1,1,0,not_applicable,2021,12,36,heart_failure,36,0,1,0,0,788.0,35.0,1,grid_unreliable,2
3339,referral_hospital,O2_0019,rural,177,1,1,1,1,LOX_bulk_tank,0,0,9.8,1,7,7,13,0,1,1,1,1,1,0,not_applicable,2021,8,45,surgical_anaesthesia,36,9,0,3,0,690.0,5.0,1,solar,2
3340,referral_hospital,O2_0068,peri_urban,233,1,1,1,1,oxygen_concentrator,6,3,0.2,1,10,4,0,0,1,1,1,0,0,7,piping_system_leak,2022,4,50,neonatal_respiratory,0,50,0,17,6,465.0,81.0,1,grid_reliable,6
3341,referral_hospital,O2_0171,urban,315,1,1,1,1,LOX_bulk_tank,4,3,4.4,1,19,7,8,0,1,0,0,0,0,1,PSA_plant_breakdown,2022,4,43,COPD_exacerbation,0,43,0,13,14,746.0,19.0,1,grid_reliable,17
3342,referral_hospital,O2_0082,urban,184,1,1,1,1,LOX_bulk_tank,5,3,4.9,1,14,8,0,0,1,1,1,1,1,0,not_applicable,2024,9,50,neonatal_respiratory,38,12,1,4,0,604.0,1.0,1,grid_reliable,4
3343,referral_hospital,O2_0157,peri_urban,226,1,1,1,1,PSA_plant_onsite,0,0,1.5,1,13,7,5,0,1,1,0,0,0,5,regulator_valve_failure,2022,12,35,surgical_anaesthesia,0,35,0,13,6,574.0,5.0,1,grid_reliable,6
3344,referral_hospital,O2_0197,urban,310,1,1,1,1,PSA_plant_onsite,0,0,2.1,1,12,2,4,1,1,1,1,1,1,7,empty_cylinders_not_collected,2024,1,38,neonatal_respiratory,13,25,1,12,0,890.0,4.0,1,grid_unreliable,3
3345,referral_hospital,O2_0002,rural,337,1,1,1,1,cylinder_piped,0,0,3.7,1,14,5,12,0,1,1,1,1,0,0,not_applicable,2022,3,50,pneumonia_child,33,17,1,8,0,833.0,1.0,0,grid_reliable,0
3346,referral_hospital,O2_0096,urban,247,1,1,1,1,LOX_bulk_tank,0,0,2.4,1,9,3,1,0,1,1,0,0,0,4,concentrator_malfunction,2023,3,40,pneumonia_child,0,40,0,17,9,784.0,35.0,1,solar,0
3347,referral_hospital,O2_0057,rural,233,1,1,1,1,LOX_bulk_tank,4,3,11.6,1,11,3,4,0,1,1,1,1,1,0,not_applicable,2024,5,41,COPD_exacerbation,40,1,0,0,0,788.0,18.0,0,grid_reliable,5
3348,referral_hospital,O2_0002,rural,240,1,1,1,1,cylinder_piped,6,3,0.8,1,8,7,1,0,1,0,0,0,0,2,demand_surge,2022,9,45,pneumonia_child,0,45,0,13,10,942.0,5.0,1,grid_reliable,6
3349,referral_hospital,O2_0058,peri_urban,262,1,1,1,1,PSA_plant_onsite,0,0,5.5,1,11,2,0,1,1,1,1,1,1,1,demand_surge,2021,9,45,severe_malaria,28,17,1,7,0,1029.0,16.0,1,grid_reliable,10
3350,referral_hospital,O2_0144,urban,301,1,1,1,1,PSA_plant_onsite,0,0,4.5,1,11,3,0,0,1,1,0,1,1,0,not_applicable,2022,8,37,pneumonia_adult,31,6,1,3,0,725.0,6.0,1,grid_unreliable,2
3351,referral_hospital,O2_0176,peri_urban,195,1,1,1,1,cylinder_piped,0,0,3.1,1,11,6,1,0,1,1,1,1,0,0,not_applicable,2024,9,39,pneumonia_adult,31,8,1,1,0,733.0,26.0,1,grid_reliable,5
3352,referral_hospital,O2_0049,peri_urban,261,1,1,1,1,cylinder_piped,0,0,2.9,1,4,13,2,0,1,1,0,1,0,0,not_applicable,2024,2,53,pneumonia_child,43,10,0,4,0,601.0,15.0,0,grid_unreliable,5
3353,referral_hospital,O2_0120,peri_urban,206,1,1,1,1,PSA_plant_onsite,0,0,0.3,1,9,8,0,1,1,1,1,1,1,1,demand_surge,2024,1,38,heart_failure,26,12,1,6,0,667.0,16.0,1,grid_reliable,6
3354,referral_hospital,O2_0191,urban,247,1,1,1,1,cylinder_piped,0,0,0.9,1,11,5,9,0,1,1,1,1,1,0,not_applicable,2022,8,36,surgical_anaesthesia,24,12,1,8,0,754.0,3.0,1,none,1
3355,referral_hospital,O2_0088,urban,246,1,1,1,1,cylinder_portable,0,0,3.0,1,10,6,3,0,1,1,1,1,1,0,not_applicable,2023,11,47,neonatal_respiratory,34,13,1,6,0,841.0,14.0,1,generator_only,16
3356,referral_hospital,O2_0067,urban,221,1,1,1,1,oxygen_concentrator,8,5,0.2,1,24,3,0,0,1,1,1,1,1,0,not_applicable,2021,7,32,COVID19_severe,27,5,1,2,0,539.0,17.0,0,grid_reliable,3
3357,referral_hospital,O2_0038,peri_urban,310,1,1,1,1,LOX_bulk_tank,0,0,21.6,1,8,9,8,0,1,1,0,1,1,8,empty_cylinders_not_collected,2024,11,34,neonatal_respiratory,32,2,1,1,0,841.0,6.0,1,grid_unreliable,0
3358,referral_hospital,O2_0108,urban,272,1,1,1,1,PSA_plant_onsite,0,0,2.5,1,10,6,1,1,1,1,1,1,1,0,not_applicable,2021,7,45,neonatal_respiratory,42,3,0,0,0,1159.0,4.0,1,none,6
3359,referral_hospital,O2_0043,rural,270,1,1,1,1,LOX_bulk_tank,0,0,0.5,1,8,5,3,0,1,1,0,1,1,0,not_applicable,2023,7,47,surgical_anaesthesia,44,3,1,1,0,699.0,40.0,0,solar,1
3360,referral_hospital,O2_0105,urban,233,1,1,1,1,PSA_plant_onsite,5,3,1.4,1,10,8,9,0,1,1,1,1,1,6,cylinder_delivery_delay,2024,11,42,surgical_anaesthesia,40,2,1,1,0,847.0,20.0,1,generator_only,2
3361,referral_hospital,O2_0011,urban,224,1,1,1,1,PSA_plant_onsite,0,0,0.8,1,5,3,8,0,1,1,1,0,0,30,demand_surge,2022,7,37,COPD_exacerbation,0,37,0,13,16,1087.0,4.0,1,grid_reliable,11
3362,referral_hospital,O2_0181,urban,274,1,1,1,1,LOX_bulk_tank,0,0,3.2,1,6,6,4,0,1,0,0,1,0,0,not_applicable,2024,10,42,pneumonia_child,20,22,1,9,0,792.0,0.0,1,generator_only,1
3363,referral_hospital,O2_0006,urban,260,1,1,1,1,LOX_bulk_tank,2,2,1.9,1,8,4,4,0,1,1,1,0,0,23,funding_for_refill,2023,8,39,COPD_exacerbation,0,39,0,16,19,1050.0,5.0,1,grid_unreliable,0
3364,referral_hospital,O2_0094,rural,257,1,1,1,1,oxygen_concentrator,4,3,0.8,1,11,3,17,0,1,1,0,1,0,0,not_applicable,2023,12,30,heart_failure,23,7,1,4,0,1078.0,1.0,1,grid_unreliable,10
3365,referral_hospital,O2_0029,urban,221,1,1,1,1,PSA_plant_onsite,0,0,0.5,1,13,4,18,1,1,1,1,0,0,3,cylinder_delivery_delay,2023,11,40,pneumonia_child,0,40,0,14,15,706.0,67.0,1,none,1
3366,referral_hospital,O2_0011,urban,268,1,1,1,1,PSA_plant_onsite,0,0,3.0,1,14,2,5,0,1,0,0,1,1,10,demand_surge,2024,2,38,pneumonia_adult,31,7,1,4,0,856.0,0.0,1,grid_unreliable,0
3367,referral_hospital,O2_0091,urban,289,1,1,1,1,cylinder_piped,0,0,0.0,1,10,7,1,0,1,1,0,1,0,0,not_applicable,2024,5,35,pneumonia_child,23,12,1,5,0,776.0,10.0,1,grid_reliable,2
3368,referral_hospital,O2_0013,urban,151,1,1,1,1,cylinder_piped,0,0,2.7,1,9,5,12,0,1,1,1,0,0,6,concentrator_malfunction,2021,11,39,heart_failure,0,39,0,12,12,860.0,2.0,1,solar,3
3369,referral_hospital,O2_0140,peri_urban,313,1,1,1,1,oxygen_concentrator,3,2,1.7,1,11,5,0,0,1,1,1,1,1,0,not_applicable,2022,4,36,pneumonia_adult,27,9,1,1,0,755.0,7.0,1,grid_reliable,1
3370,referral_hospital,O2_0039,urban,223,1,1,1,1,cylinder_portable,0,0,0.0,1,13,9,6,0,1,1,0,1,1,0,not_applicable,2024,9,36,trauma,23,13,1,3,0,938.0,28.0,1,grid_unreliable,5
3371,referral_hospital,O2_0133,peri_urban,308,1,1,1,1,cylinder_piped,2,2,0.3,1,6,6,3,0,1,1,1,1,1,0,not_applicable,2024,1,36,pneumonia_adult,28,8,1,4,0,579.0,15.0,1,grid_unreliable,8
3372,referral_hospital,O2_0083,urban,279,1,1,1,1,cylinder_piped,0,0,2.2,1,11,5,8,0,1,0,0,1,0,1,power_outage,2021,11,41,pneumonia_child,41,0,0,0,0,884.0,23.0,0,grid_reliable,2
3373,referral_hospital,O2_0026,urban,193,1,1,1,1,PSA_plant_onsite,5,3,2.6,1,4,7,1,1,1,1,1,1,1,8,power_outage,2023,2,38,pneumonia_adult,30,8,1,3,0,560.0,9.0,0,generator_only,1
3374,referral_hospital,O2_0031,peri_urban,239,1,1,1,1,LOX_bulk_tank,0,0,9.8,1,12,3,1,0,1,1,1,1,1,0,not_applicable,2023,5,33,COVID19_severe,33,0,0,0,0,889.0,10.0,1,grid_reliable,11
3375,referral_hospital,O2_0063,rural,195,1,1,1,1,LOX_bulk_tank,0,0,10.4,1,10,7,0,0,1,1,0,1,1,1,demand_surge,2021,4,31,surgical_anaesthesia,30,1,1,0,0,723.0,14.0,1,grid_reliable,8
3376,referral_hospital,O2_0061,urban,255,1,1,1,1,PSA_plant_onsite,0,0,3.9,1,10,2,12,1,1,1,1,1,0,15,PSA_plant_breakdown,2024,11,42,pneumonia_adult,39,3,0,1,0,977.0,19.0,1,solar,11
3377,referral_hospital,O2_0130,peri_urban,191,1,1,1,1,oxygen_concentrator,6,5,0.5,1,5,4,2,0,1,1,0,1,1,8,cylinder_delivery_delay,2021,7,30,severe_malaria,30,0,1,0,0,1061.0,8.0,1,grid_unreliable,0
3378,referral_hospital,O2_0118,rural,273,1,1,1,1,LOX_bulk_tank,0,0,2.1,1,7,1,5,0,1,1,1,1,0,0,not_applicable,2022,10,49,trauma,40,9,1,4,0,939.0,7.0,1,generator_only,3
3379,referral_hospital,O2_0079,rural,226,1,1,1,1,PSA_plant_onsite,0,0,1.4,1,12,7,10,1,1,0,0,1,1,1,demand_surge,2023,10,36,pneumonia_child,26,10,1,5,0,679.0,8.0,1,grid_reliable,8
3380,referral_hospital,O2_0097,peri_urban,274,1,1,1,1,oxygen_concentrator,5,4,0.9,1,9,2,7,0,1,1,1,1,1,6,power_outage,2023,2,40,pneumonia_child,33,7,1,4,0,631.0,6.0,1,solar,2
3381,referral_hospital,O2_0124,peri_urban,277,1,1,1,1,LOX_bulk_tank,0,0,0.2,1,11,6,1,0,1,1,0,0,0,30,PSA_plant_breakdown,2022,3,47,pneumonia_child,0,47,0,16,21,809.0,4.0,1,grid_reliable,2
3382,referral_hospital,O2_0030,urban,272,1,1,1,1,cylinder_piped,0,0,1.1,1,8,4,14,0,1,1,1,0,0,25,regulator_valve_failure,2022,5,38,neonatal_respiratory,0,38,0,17,3,1006.0,1.0,1,grid_reliable,2
3383,referral_hospital,O2_0119,urban,154,1,1,1,1,oxygen_concentrator,5,3,1.4,1,8,4,8,0,1,0,0,1,1,0,not_applicable,2023,6,28,COVID19_severe,17,11,0,6,0,782.0,10.0,0,none,0
3384,referral_hospital,O2_0108,peri_urban,232,1,1,1,1,oxygen_concentrator,9,5,7.2,1,16,4,11,0,1,1,1,1,1,0,not_applicable,2023,2,43,COPD_exacerbation,37,6,1,3,0,969.0,1.0,1,grid_unreliable,11
3385,referral_hospital,O2_0164,peri_urban,294,1,1,1,1,LOX_bulk_tank,0,0,5.8,1,6,6,10,0,1,0,0,1,1,0,not_applicable,2021,6,46,pneumonia_adult,38,8,1,2,0,773.0,6.0,1,grid_reliable,0
3386,referral_hospital,O2_0079,urban,204,1,1,1,1,PSA_plant_onsite,0,0,0.4,1,7,6,0,0,1,1,1,0,0,13,demand_surge,2023,11,31,neonatal_respiratory,0,31,0,12,8,786.0,50.0,1,grid_reliable,8
3387,referral_hospital,O2_0113,peri_urban,286,1,1,1,1,cylinder_piped,0,0,2.1,1,10,7,2,0,1,1,0,1,1,0,not_applicable,2024,8,49,COPD_exacerbation,27,22,1,12,0,791.0,16.0,1,grid_reliable,1
3388,referral_hospital,O2_0152,urban,275,1,1,1,1,cylinder_piped,0,0,0.6,1,7,3,0,0,1,1,1,0,0,4,power_outage,2023,11,24,COPD_exacerbation,0,24,0,4,2,691.0,9.0,1,generator_only,2
3389,referral_hospital,O2_0168,urban,273,1,1,1,1,cylinder_portable,0,0,1.1,1,15,3,2,0,1,1,1,1,1,0,not_applicable,2022,8,53,surgical_anaesthesia,41,12,0,4,0,651.0,15.0,1,grid_unreliable,3
3390,referral_hospital,O2_0144,peri_urban,175,1,1,1,1,oxygen_concentrator,11,8,3.3,1,8,4,0,0,1,1,1,1,1,3,concentrator_malfunction,2023,8,37,pneumonia_child,27,10,1,4,0,718.0,7.0,1,grid_reliable,1
3391,referral_hospital,O2_0175,urban,284,1,1,1,1,PSA_plant_onsite,0,0,13.9,1,12,3,1,1,1,1,1,1,1,0,not_applicable,2022,6,47,pneumonia_child,36,11,0,5,0,503.0,9.0,1,grid_reliable,1
3392,referral_hospital,O2_0107,urban,283,1,1,1,1,oxygen_concentrator,6,0,2.1,1,7,6,6,0,1,1,1,1,1,0,not_applicable,2024,5,36,neonatal_respiratory,26,10,1,3,0,566.0,1.0,1,grid_reliable,9
3393,referral_hospital,O2_0050,rural,244,1,1,1,1,cylinder_portable,0,0,2.6,1,12,8,5,0,1,1,0,1,1,2,concentrator_malfunction,2024,11,53,pneumonia_adult,36,17,1,3,0,595.0,7.0,1,grid_reliable,5
3394,referral_hospital,O2_0080,rural,195,1,1,1,1,cylinder_portable,0,0,10.2,1,8,5,5,0,1,1,0,1,1,0,not_applicable,2022,6,34,COVID19_severe,27,7,1,3,0,831.0,2.0,1,solar,1
3395,referral_hospital,O2_0131,urban,180,1,1,1,1,PSA_plant_onsite,0,0,2.4,1,10,2,0,0,1,0,0,1,1,0,not_applicable,2023,4,33,pneumonia_adult,33,0,1,0,0,1001.0,1.0,1,grid_reliable,1
3396,referral_hospital,O2_0175,peri_urban,180,1,1,1,1,PSA_plant_onsite,0,0,12.2,1,12,5,3,1,1,1,1,0,0,14,power_outage,2023,6,30,heart_failure,0,30,0,11,10,606.0,1.0,1,grid_reliable,10
3397,referral_hospital,O2_0091,urban,242,1,1,1,1,LOX_bulk_tank,0,0,0.3,1,15,3,10,0,1,1,0,1,1,0,not_applicable,2024,11,44,COVID19_severe,25,19,0,7,0,655.0,2.0,1,generator_only,6
3398,referral_hospital,O2_0037,peri_urban,264,1,1,1,1,oxygen_concentrator,8,6,7.9,1,17,8,1,0,1,1,0,1,1,0,not_applicable,2023,4,39,COVID19_severe,30,9,0,4,0,640.0,22.0,1,grid_reliable,1
3399,referral_hospital,O2_0094,rural,305,1,1,1,1,LOX_bulk_tank,0,0,3.9,1,6,8,1,0,1,1,0,1,1,0,not_applicable,2023,3,50,sepsis,30,20,1,7,0,459.0,18.0,1,grid_reliable,14
3400,referral_hospital,O2_0164,urban,248,1,1,1,1,cylinder_piped,0,0,1.7,1,11,9,16,0,1,1,1,1,1,1,concentrator_malfunction,2022,10,38,pneumonia_child,34,4,1,3,0,840.0,15.0,0,grid_reliable,16
3401,referral_hospital,O2_0138,urban,213,1,1,1,1,cylinder_piped,0,0,1.4,1,11,7,3,0,1,1,1,1,1,0,not_applicable,2021,3,39,COVID19_severe,31,8,1,4,0,735.0,56.0,1,grid_reliable,8
3402,referral_hospital,O2_0068,peri_urban,269,1,1,1,1,cylinder_portable,0,0,2.0,1,7,4,4,0,1,1,1,1,1,0,not_applicable,2021,6,36,sepsis,25,11,1,5,0,999.0,1.0,1,generator_only,2
3403,referral_hospital,O2_0112,peri_urban,229,1,1,1,1,oxygen_concentrator,4,3,3.6,1,10,2,0,0,1,1,1,1,1,0,not_applicable,2023,8,29,COVID19_severe,20,9,1,2,0,763.0,5.0,1,generator_only,0
3404,referral_hospital,O2_0125,urban,249,1,1,1,1,PSA_plant_onsite,0,0,0.3,1,12,3,1,0,1,1,0,1,1,0,not_applicable,2022,12,35,trauma,34,1,1,1,0,951.0,43.0,1,solar,8
3405,referral_hospital,O2_0094,urban,270,1,1,1,1,PSA_plant_onsite,0,0,1.5,1,13,3,0,1,1,1,1,1,1,0,not_applicable,2024,8,40,pneumonia_adult,33,7,0,2,0,744.0,53.0,1,solar,1
3406,referral_hospital,O2_0047,peri_urban,215,1,1,1,1,PSA_plant_onsite,0,0,1.5,1,9,3,4,1,1,1,1,1,0,0,not_applicable,2021,6,41,heart_failure,34,7,0,3,0,789.0,0.0,1,grid_unreliable,0
3407,referral_hospital,O2_0182,urban,295,1,1,1,1,PSA_plant_onsite,6,5,7.0,1,14,5,10,0,1,0,0,1,0,2,PSA_plant_breakdown,2021,9,33,pneumonia_child,33,0,0,0,0,830.0,7.0,0,solar,14
3408,referral_hospital,O2_0177,rural,264,1,1,1,1,PSA_plant_onsite,0,0,5.0,1,7,5,1,1,1,1,1,0,0,11,PSA_plant_breakdown,2023,12,38,heart_failure,0,38,0,10,13,757.0,4.0,1,grid_unreliable,2
3409,referral_hospital,O2_0102,rural,266,1,1,1,1,oxygen_concentrator,5,2,2.4,1,17,7,3,0,1,1,1,1,1,0,not_applicable,2023,10,50,pneumonia_child,38,12,1,3,0,847.0,3.0,0,solar,0
3410,referral_hospital,O2_0024,urban,236,1,1,1,1,LOX_bulk_tank,0,0,9.2,1,8,11,1,0,1,1,1,1,1,13,regulator_valve_failure,2022,12,44,pneumonia_adult,22,22,1,7,0,845.0,1.0,1,generator_only,17
3411,referral_hospital,O2_0131,peri_urban,253,1,1,1,1,PSA_plant_onsite,7,4,1.2,1,10,1,0,1,1,1,1,0,0,9,supplier_stockout,2023,12,47,neonatal_respiratory,0,47,0,11,2,710.0,0.0,1,solar,1
3412,referral_hospital,O2_0176,urban,258,1,1,1,1,cylinder_piped,0,0,0.9,1,8,5,1,0,1,1,1,1,1,0,not_applicable,2023,2,47,pneumonia_adult,41,6,1,1,0,1055.0,29.0,1,grid_reliable,10
3413,referral_hospital,O2_0022,urban,241,1,1,1,1,LOX_bulk_tank,0,0,8.1,1,7,5,7,0,1,1,0,0,0,6,demand_surge,2023,3,34,neonatal_respiratory,0,34,0,15,15,847.0,23.0,1,grid_reliable,1
3414,referral_hospital,O2_0099,rural,251,1,1,1,1,cylinder_portable,0,0,2.8,1,14,7,6,0,1,1,0,1,1,0,not_applicable,2023,1,42,neonatal_respiratory,27,15,0,7,0,727.0,6.0,1,grid_reliable,10
3415,referral_hospital,O2_0031,urban,254,1,1,1,1,oxygen_concentrator,6,2,1.8,1,9,3,3,0,1,1,0,1,1,0,not_applicable,2024,5,41,COVID19_severe,36,5,1,2,0,803.0,16.0,1,grid_unreliable,23
3416,referral_hospital,O2_0020,urban,312,1,1,1,1,LOX_bulk_tank,0,0,1.1,1,9,4,7,0,1,1,1,1,1,0,not_applicable,2023,12,44,pneumonia_child,30,14,0,4,0,819.0,9.0,1,grid_unreliable,0
3417,referral_hospital,O2_0147,urban,294,1,1,1,1,oxygen_concentrator,4,4,4.3,1,6,8,10,0,1,1,0,1,1,0,not_applicable,2024,7,42,severe_malaria,40,2,0,0,0,417.0,14.0,1,grid_reliable,16
3418,referral_hospital,O2_0003,rural,214,1,1,1,1,LOX_bulk_tank,0,0,5.3,1,12,0,7,0,1,1,1,1,1,0,not_applicable,2024,5,36,trauma,36,0,1,0,0,1137.0,2.0,1,grid_unreliable,4
3419,referral_hospital,O2_0136,urban,235,1,1,1,1,PSA_plant_onsite,5,3,3.4,1,12,9,2,1,1,1,1,1,1,1,concentrator_malfunction,2021,5,42,COPD_exacerbation,40,2,1,1,0,595.0,47.0,1,grid_reliable,2
3420,referral_hospital,O2_0112,urban,270,1,1,1,1,PSA_plant_onsite,6,2,0.3,1,10,6,7,1,1,1,1,1,1,0,not_applicable,2023,5,35,COPD_exacerbation,27,8,1,1,0,920.0,27.0,1,grid_unreliable,6
3421,referral_hospital,O2_0067,urban,270,1,1,1,1,oxygen_concentrator,6,3,1.2,1,11,3,4,0,1,1,1,1,1,0,not_applicable,2022,12,28,COVID19_severe,21,7,1,4,0,610.0,56.0,1,grid_unreliable,3
3422,referral_hospital,O2_0178,urban,266,1,1,1,1,PSA_plant_onsite,0,0,1.4,1,12,6,5,0,1,0,0,0,0,2,PSA_plant_breakdown,2023,9,33,trauma,0,33,0,9,20,644.0,47.0,1,grid_reliable,3
3423,referral_hospital,O2_0109,urban,253,1,1,1,1,PSA_plant_onsite,0,0,0.2,1,14,9,1,0,1,1,1,0,0,30,demand_surge,2023,5,31,surgical_anaesthesia,0,31,0,11,13,971.0,46.0,1,solar,0
3424,referral_hospital,O2_0164,peri_urban,204,1,1,1,1,LOX_bulk_tank,0,0,0.7,1,7,4,8,0,1,0,0,1,1,9,no_oxygen_source,2021,4,46,pneumonia_adult,46,0,1,0,0,600.0,15.0,1,grid_unreliable,2
3425,referral_hospital,O2_0091,urban,299,1,1,1,1,cylinder_piped,0,0,0.2,1,10,5,4,0,1,1,1,0,0,1,concentrator_malfunction,2023,4,38,pneumonia_adult,0,38,0,10,5,839.0,30.0,1,grid_unreliable,25
3426,referral_hospital,O2_0098,rural,306,1,1,1,1,cylinder_piped,0,0,0.4,1,6,5,6,0,1,0,0,1,1,6,empty_cylinders_not_collected,2022,7,53,COPD_exacerbation,44,9,1,4,0,692.0,32.0,1,solar,0
3427,referral_hospital,O2_0138,urban,233,1,1,1,1,LOX_bulk_tank,0,0,0.4,1,17,6,5,0,1,1,1,1,1,0,not_applicable,2021,3,24,trauma,18,6,1,1,0,510.0,10.0,0,grid_reliable,10
3428,referral_hospital,O2_0154,rural,287,1,1,1,1,cylinder_piped,2,1,0.2,1,9,4,5,0,1,0,0,1,0,0,not_applicable,2023,4,28,surgical_anaesthesia,26,2,0,2,0,808.0,28.0,1,grid_unreliable,0
3429,referral_hospital,O2_0125,rural,279,1,1,1,1,PSA_plant_onsite,7,4,2.6,1,8,4,6,0,1,1,0,1,1,0,not_applicable,2023,9,38,heart_failure,29,9,1,3,0,845.0,2.0,0,grid_reliable,1
3430,referral_hospital,O2_0064,rural,306,1,1,1,1,LOX_bulk_tank,0,0,3.0,1,12,4,0,0,1,1,1,1,1,0,not_applicable,2024,2,33,pneumonia_child,25,8,1,4,0,692.0,42.0,1,grid_unreliable,0
3431,referral_hospital,O2_0081,peri_urban,233,1,1,1,1,PSA_plant_onsite,0,0,0.8,1,5,2,7,0,1,1,1,1,1,1,PSA_plant_breakdown,2023,8,34,COVID19_severe,30,4,1,1,0,752.0,8.0,1,generator_only,10
3432,referral_hospital,O2_0135,urban,229,1,1,1,1,cylinder_piped,0,0,2.0,1,11,3,0,0,1,0,0,1,1,0,not_applicable,2023,9,43,trauma,21,22,1,9,0,1098.0,4.0,1,grid_unreliable,3
3433,referral_hospital,O2_0048,rural,248,1,1,1,1,PSA_plant_onsite,0,0,0.9,1,12,4,2,0,1,1,1,0,0,19,PSA_plant_breakdown,2022,1,30,pneumonia_child,0,30,0,7,11,1012.0,7.0,1,grid_unreliable,11
3434,referral_hospital,O2_0141,peri_urban,270,1,1,1,1,PSA_plant_onsite,6,2,0.3,1,10,5,4,1,1,1,1,1,1,2,supplier_stockout,2021,2,57,neonatal_respiratory,35,22,1,5,0,948.0,28.0,1,grid_unreliable,0
3435,referral_hospital,O2_0032,urban,234,1,1,1,1,cylinder_portable,0,0,4.4,1,8,5,0,0,1,1,1,1,1,0,not_applicable,2024,6,37,COVID19_severe,28,9,0,1,0,700.0,4.0,1,generator_only,8
3436,referral_hospital,O2_0096,peri_urban,212,1,1,1,1,oxygen_concentrator,7,1,4.1,1,17,4,11,0,1,0,0,1,1,0,not_applicable,2024,10,39,COVID19_severe,18,21,1,4,0,900.0,14.0,1,grid_unreliable,2
3437,referral_hospital,O2_0049,urban,268,1,1,1,1,oxygen_concentrator,5,2,0.1,1,14,9,1,0,1,0,0,1,1,0,not_applicable,2023,2,32,neonatal_respiratory,30,2,1,1,0,769.0,29.0,1,generator_only,1
3438,referral_hospital,O2_0111,peri_urban,209,1,1,1,1,LOX_bulk_tank,0,0,1.2,1,12,7,2,0,1,1,1,1,1,0,not_applicable,2024,8,33,severe_malaria,21,12,1,2,0,815.0,13.0,1,grid_unreliable,19
3439,referral_hospital,O2_0192,rural,301,1,1,1,1,LOX_bulk_tank,0,0,1.4,1,13,6,7,0,1,1,1,1,1,0,not_applicable,2024,10,49,surgical_anaesthesia,41,8,0,3,0,563.0,9.0,1,generator_only,12
3440,referral_hospital,O2_0197,rural,236,1,1,1,1,PSA_plant_onsite,5,3,0.5,1,7,3,2,0,1,1,0,1,1,0,not_applicable,2023,6,43,severe_malaria,30,13,0,4,0,963.0,10.0,0,grid_reliable,7
3441,referral_hospital,O2_0151,urban,257,1,1,1,1,LOX_bulk_tank,0,0,1.7,1,12,6,0,0,1,1,1,1,1,0,not_applicable,2023,11,34,severe_malaria,27,7,1,1,0,731.0,11.0,1,grid_reliable,1
3442,referral_hospital,O2_0122,peri_urban,265,1,1,1,1,LOX_bulk_tank,0,0,4.3,1,11,5,7,0,1,0,0,0,0,26,PSA_plant_breakdown,2022,5,37,severe_malaria,0,37,0,11,9,647.0,1.0,0,grid_unreliable,12
3443,referral_hospital,O2_0124,urban,292,1,1,1,1,LOX_bulk_tank,8,2,1.8,1,9,2,8,0,1,1,0,1,1,0,not_applicable,2022,5,38,heart_failure,31,7,1,2,0,980.0,15.0,1,none,2
3444,referral_hospital,O2_0011,peri_urban,265,1,1,1,1,oxygen_concentrator,4,3,13.5,1,9,3,12,0,1,1,1,1,0,0,not_applicable,2024,1,40,pneumonia_adult,37,3,1,1,0,789.0,12.0,1,grid_reliable,1
3445,referral_hospital,O2_0194,rural,218,1,1,1,1,cylinder_piped,0,0,3.1,1,9,4,0,0,1,1,1,1,0,0,not_applicable,2024,11,62,asthma_severe,44,18,1,10,0,934.0,12.0,1,grid_reliable,7
3446,referral_hospital,O2_0164,urban,273,1,1,1,1,LOX_bulk_tank,0,0,4.2,1,9,4,1,0,1,1,1,1,1,0,not_applicable,2024,7,46,asthma_severe,46,0,1,0,0,839.0,12.0,1,grid_reliable,4
3447,referral_hospital,O2_0164,urban,291,1,1,1,1,oxygen_concentrator,7,4,0.5,1,14,8,6,0,1,1,1,1,0,0,not_applicable,2024,5,33,pneumonia_child,22,11,1,5,0,822.0,12.0,1,generator_only,12
3448,referral_hospital,O2_0128,urban,205,1,1,1,1,cylinder_piped,0,0,2.9,1,10,4,0,0,1,1,1,1,0,0,not_applicable,2021,9,42,heart_failure,26,16,1,10,0,727.0,11.0,1,grid_reliable,7
3449,referral_hospital,O2_0013,urban,245,1,1,1,1,cylinder_piped,0,0,1.9,1,10,4,1,0,1,1,1,1,1,0,not_applicable,2021,12,43,COPD_exacerbation,30,13,0,5,0,1096.0,42.0,1,grid_reliable,10
3450,referral_hospital,O2_0076,rural,246,1,1,1,1,PSA_plant_onsite,0,0,2.3,1,4,2,6,1,1,1,0,1,1,1,funding_for_refill,2023,10,43,pneumonia_child,29,14,1,5,0,632.0,6.0,1,generator_only,3
3451,referral_hospital,O2_0024,peri_urban,358,1,1,1,1,LOX_bulk_tank,7,7,4.6,1,8,6,1,0,1,0,0,1,1,0,not_applicable,2024,6,37,other_hypoxemia,29,8,1,3,0,815.0,10.0,1,generator_only,1
3452,referral_hospital,O2_0065,urban,240,1,1,1,1,LOX_bulk_tank,6,6,1.1,1,11,4,1,0,1,0,0,0,0,16,PSA_plant_breakdown,2021,10,44,pneumonia_adult,0,44,0,14,13,803.0,10.0,1,solar,5
3453,referral_hospital,O2_0108,urban,287,1,1,1,1,oxygen_concentrator,6,5,5.0,1,10,1,2,0,1,0,0,1,1,0,not_applicable,2024,8,37,pneumonia_child,29,8,0,1,0,444.0,18.0,1,grid_reliable,0
3454,referral_hospital,O2_0186,rural,217,1,1,1,1,LOX_bulk_tank,0,0,16.1,1,12,6,0,0,1,1,1,1,1,0,not_applicable,2024,5,44,COPD_exacerbation,44,0,1,0,0,877.0,1.0,1,grid_reliable,6
3455,referral_hospital,O2_0077,peri_urban,222,1,1,1,1,LOX_bulk_tank,0,0,0.7,1,9,6,19,0,1,1,1,1,1,0,not_applicable,2023,7,44,neonatal_respiratory,37,7,0,1,0,897.0,4.0,1,grid_reliable,6
3456,referral_hospital,O2_0063,urban,182,1,1,1,1,LOX_bulk_tank,0,0,0.1,1,9,4,0,0,1,1,0,0,0,16,power_outage,2022,10,42,COVID19_severe,0,42,0,16,26,640.0,4.0,1,grid_unreliable,18
3457,referral_hospital,O2_0044,rural,181,1,1,1,1,cylinder_piped,0,0,0.4,1,12,3,9,0,1,1,1,0,0,5,power_outage,2023,3,33,pneumonia_child,0,33,0,10,0,966.0,3.0,1,grid_reliable,9
3458,referral_hospital,O2_0133,urban,292,1,1,1,1,PSA_plant_onsite,1,0,2.7,1,6,2,17,0,1,1,1,0,0,14,piping_system_leak,2021,5,35,pneumonia_child,0,35,0,7,11,608.0,17.0,0,grid_reliable,3
3459,referral_hospital,O2_0179,urban,229,1,1,1,1,oxygen_concentrator,9,7,4.2,1,11,7,0,0,1,0,0,1,1,0,not_applicable,2022,1,44,COPD_exacerbation,42,2,0,0,0,959.0,17.0,1,grid_reliable,1
3460,referral_hospital,O2_0078,peri_urban,231,1,1,1,1,PSA_plant_onsite,0,0,6.9,1,11,6,0,1,1,1,0,1,1,0,not_applicable,2022,7,37,COPD_exacerbation,36,1,1,1,0,647.0,9.0,0,grid_unreliable,0
3461,referral_hospital,O2_0023,urban,203,1,1,1,1,LOX_bulk_tank,0,0,13.6,1,5,3,0,0,1,1,1,1,1,0,not_applicable,2022,10,33,COPD_exacerbation,21,12,1,2,0,562.0,10.0,1,grid_reliable,0
3462,referral_hospital,O2_0166,rural,262,1,1,1,1,PSA_plant_onsite,0,0,3.5,1,2,13,5,0,1,1,1,1,1,0,not_applicable,2021,6,42,pneumonia_child,34,8,1,3,0,840.0,15.0,1,grid_reliable,5
3463,referral_hospital,O2_0053,peri_urban,273,1,1,1,1,LOX_bulk_tank,0,0,1.7,1,8,11,0,0,1,1,1,1,1,0,not_applicable,2023,4,32,trauma,24,8,1,1,0,761.0,31.0,1,solar,3
3464,referral_hospital,O2_0170,urban,237,1,1,1,1,oxygen_concentrator,6,2,1.1,1,11,2,4,0,1,1,1,1,1,0,not_applicable,2024,2,40,trauma,32,8,1,3,0,738.0,1.0,1,grid_reliable,13
3465,referral_hospital,O2_0198,urban,259,1,1,1,1,oxygen_concentrator,2,1,4.8,1,4,2,22,0,1,1,1,0,0,15,concentrator_malfunction,2024,12,43,severe_malaria,0,43,0,15,20,716.0,5.0,1,grid_unreliable,3
3466,referral_hospital,O2_0100,peri_urban,259,1,1,1,1,LOX_bulk_tank,0,0,0.8,1,6,4,1,0,1,1,0,0,0,1,power_outage,2022,9,35,pneumonia_child,0,35,0,15,8,843.0,5.0,1,none,3
3467,referral_hospital,O2_0026,peri_urban,284,1,1,1,1,oxygen_concentrator,5,3,1.1,1,8,4,6,0,1,1,1,1,1,0,not_applicable,2021,10,49,neonatal_respiratory,31,18,0,4,0,639.0,1.0,1,grid_unreliable,3
3468,referral_hospital,O2_0195,urban,249,1,1,1,1,PSA_plant_onsite,0,0,15.1,1,8,4,1,0,1,1,1,1,1,0,not_applicable,2021,5,50,COVID19_severe,33,17,1,7,0,853.0,9.0,1,solar,18
3469,referral_hospital,O2_0158,urban,262,1,1,1,1,PSA_plant_onsite,0,0,5.2,1,5,7,18,1,1,1,0,0,0,2,demand_surge,2021,1,51,asthma_severe,0,51,0,15,14,684.0,6.0,1,grid_unreliable,1
3470,referral_hospital,O2_0134,urban,191,1,1,1,1,LOX_bulk_tank,0,0,0.8,1,12,2,8,0,1,1,1,0,0,1,power_outage,2023,12,47,COPD_exacerbation,0,47,0,11,3,1054.0,1.0,1,grid_unreliable,6
3471,referral_hospital,O2_0004,peri_urban,286,1,1,1,1,cylinder_piped,0,0,2.5,1,7,3,3,0,1,1,1,1,0,0,not_applicable,2021,7,38,COVID19_severe,17,21,1,9,0,854.0,22.0,1,generator_only,1
3472,referral_hospital,O2_0113,rural,203,1,1,1,1,PSA_plant_onsite,0,0,1.7,1,5,5,5,1,1,1,1,1,1,0,not_applicable,2021,6,34,COVID19_severe,31,3,1,1,0,1346.0,4.0,1,grid_unreliable,5
3473,referral_hospital,O2_0186,peri_urban,232,1,1,1,1,cylinder_portable,7,6,1.7,1,12,8,4,0,1,1,0,1,1,2,piping_system_leak,2023,1,42,COPD_exacerbation,29,13,0,4,0,880.0,19.0,1,generator_only,0
3474,referral_hospital,O2_0111,rural,260,1,1,1,1,PSA_plant_onsite,5,2,2.0,1,11,7,9,1,1,1,1,1,0,0,not_applicable,2024,12,46,trauma,36,10,1,3,0,733.0,2.0,1,grid_unreliable,2
3475,referral_hospital,O2_0119,peri_urban,278,1,1,1,1,LOX_bulk_tank,4,3,5.1,1,9,6,10,0,1,1,0,1,1,0,not_applicable,2022,4,45,surgical_anaesthesia,37,8,1,2,0,816.0,5.0,1,none,0
3476,referral_hospital,O2_0104,urban,252,1,1,1,1,cylinder_portable,0,0,0.8,1,7,7,3,0,1,1,0,1,0,0,not_applicable,2021,7,35,COPD_exacerbation,19,16,1,4,0,944.0,0.0,1,solar,1
3477,referral_hospital,O2_0058,rural,272,1,1,1,1,PSA_plant_onsite,0,0,3.9,1,18,4,1,1,1,1,1,1,1,0,not_applicable,2022,11,39,other_hypoxemia,39,0,1,0,0,776.0,15.0,1,grid_reliable,1
3478,referral_hospital,O2_0109,urban,239,1,1,1,1,cylinder_piped,0,0,13.6,1,7,4,0,0,1,0,0,1,1,0,not_applicable,2022,10,28,other_hypoxemia,22,6,0,4,0,734.0,2.0,1,grid_unreliable,0
3479,referral_hospital,O2_0039,urban,283,1,1,1,1,LOX_bulk_tank,7,6,0.4,1,9,9,3,0,1,1,1,1,1,0,not_applicable,2022,5,34,heart_failure,24,10,1,4,0,612.0,26.0,1,grid_reliable,1
3480,referral_hospital,O2_0021,urban,325,1,1,1,1,oxygen_concentrator,7,5,1.2,1,10,7,1,0,1,1,0,1,1,0,not_applicable,2023,10,39,COVID19_severe,39,0,1,0,0,924.0,10.0,1,grid_unreliable,5
3481,referral_hospital,O2_0041,rural,272,1,1,1,1,cylinder_piped,0,0,4.4,1,6,5,8,0,1,1,1,0,0,16,concentrator_malfunction,2024,5,30,severe_malaria,0,30,0,14,7,597.0,2.0,1,grid_reliable,13
3482,referral_hospital,O2_0020,urban,224,1,1,1,1,cylinder_piped,3,1,6.6,1,6,2,2,0,1,1,1,0,0,2,no_oxygen_source,2023,6,35,severe_malaria,0,35,0,14,4,936.0,7.0,1,generator_only,0
3483,referral_hospital,O2_0053,peri_urban,292,1,1,1,1,PSA_plant_onsite,3,3,0.2,1,9,0,11,0,1,1,1,1,1,0,not_applicable,2024,9,45,pneumonia_child,38,7,1,2,0,895.0,2.0,1,grid_unreliable,1
3484,referral_hospital,O2_0064,peri_urban,277,1,1,1,1,PSA_plant_onsite,0,0,2.6,1,9,8,7,1,1,1,1,1,1,0,not_applicable,2024,6,41,severe_malaria,25,16,1,6,0,801.0,17.0,1,grid_reliable,6
3485,referral_hospital,O2_0087,peri_urban,164,1,1,1,1,oxygen_concentrator,3,2,0.3,1,11,3,7,0,1,1,1,1,1,0,not_applicable,2023,10,36,pneumonia_adult,31,5,1,0,0,779.0,3.0,1,solar,0
3486,referral_hospital,O2_0161,urban,162,1,1,1,1,PSA_plant_onsite,7,5,1.6,1,13,3,0,1,1,1,1,1,0,0,not_applicable,2022,1,44,asthma_severe,34,10,1,3,0,692.0,39.0,1,grid_reliable,1
3487,referral_hospital,O2_0104,urban,227,1,1,1,1,cylinder_piped,0,0,3.1,1,6,5,0,0,1,1,1,1,1,0,not_applicable,2021,6,41,sepsis,37,4,1,1,0,658.0,7.0,1,grid_reliable,15
3488,referral_hospital,O2_0140,urban,205,1,1,1,1,PSA_plant_onsite,0,0,1.4,1,3,3,4,0,1,1,1,1,1,0,not_applicable,2024,12,41,heart_failure,26,15,1,6,0,835.0,19.0,1,grid_unreliable,2
3489,referral_hospital,O2_0160,urban,208,1,1,1,1,LOX_bulk_tank,0,0,6.7,1,9,5,6,0,1,1,1,1,1,0,not_applicable,2023,3,46,severe_malaria,24,22,1,11,0,709.0,25.0,1,grid_unreliable,0
3490,referral_hospital,O2_0097,urban,306,1,1,1,1,LOX_bulk_tank,8,5,4.2,1,11,4,3,0,1,1,1,1,1,2,power_outage,2024,9,46,pneumonia_child,35,11,1,2,0,896.0,6.0,1,grid_reliable,7
3491,referral_hospital,O2_0129,urban,174,1,1,1,1,PSA_plant_onsite,0,0,0.6,1,17,6,6,1,1,1,0,1,1,0,not_applicable,2021,12,32,COPD_exacerbation,25,7,1,2,0,743.0,14.0,1,grid_unreliable,9
3492,referral_hospital,O2_0135,urban,279,1,1,1,1,PSA_plant_onsite,10,3,2.4,1,13,5,7,0,1,1,0,1,1,1,funding_for_refill,2024,1,35,neonatal_respiratory,20,15,1,2,0,1042.0,10.0,1,solar,2
3493,referral_hospital,O2_0192,rural,197,1,1,1,1,cylinder_piped,0,0,1.7,1,6,8,9,0,1,1,1,1,1,0,not_applicable,2024,7,36,neonatal_respiratory,23,13,1,2,0,552.0,31.0,0,solar,3
3494,referral_hospital,O2_0065,urban,167,1,1,1,1,cylinder_piped,0,0,0.9,1,7,8,6,0,1,0,0,1,1,0,not_applicable,2023,12,38,pneumonia_adult,19,19,1,4,0,866.0,1.0,1,grid_reliable,1
3495,referral_hospital,O2_0071,peri_urban,307,1,1,1,1,LOX_bulk_tank,1,0,5.2,1,7,7,0,0,1,1,1,1,1,0,not_applicable,2024,4,27,surgical_anaesthesia,24,3,1,1,0,897.0,6.0,1,grid_unreliable,5
3496,referral_hospital,O2_0186,urban,272,1,1,1,1,LOX_bulk_tank,0,0,3.3,1,11,3,4,0,1,1,1,1,1,5,funding_for_refill,2023,11,41,severe_malaria,27,14,1,6,0,769.0,25.0,1,grid_reliable,0
3497,referral_hospital,O2_0120,urban,252,1,1,1,1,PSA_plant_onsite,2,1,1.2,1,9,7,1,1,1,1,1,0,0,20,empty_cylinders_not_collected,2022,1,42,pneumonia_child,0,42,0,12,1,768.0,46.0,0,grid_reliable,7
3498,referral_hospital,O2_0167,urban,159,1,1,1,1,oxygen_concentrator,3,2,2.7,1,9,8,12,0,1,1,1,1,1,0,not_applicable,2023,4,44,trauma,42,2,1,1,0,898.0,13.0,1,grid_reliable,18
3499,referral_hospital,O2_0051,peri_urban,227,1,1,1,1,LOX_bulk_tank,0,0,6.0,1,3,6,1,0,1,1,0,1,1,0,not_applicable,2023,3,37,asthma_severe,35,2,1,1,0,898.0,7.0,1,grid_reliable,3
3500,referral_hospital,O2_0097,rural,292,1,1,1,1,PSA_plant_onsite,0,0,0.6,1,10,4,1,1,1,1,0,1,0,0,not_applicable,2023,8,52,asthma_severe,51,1,0,1,0,828.0,5.0,0,grid_unreliable,9
3501,referral_hospital,O2_0149,urban,186,1,1,1,1,cylinder_piped,0,0,0.2,1,10,8,2,0,1,0,0,1,1,0,not_applicable,2022,1,43,neonatal_respiratory,28,15,0,2,0,1150.0,51.0,0,grid_reliable,4
3502,referral_hospital,O2_0013,urban,179,1,1,1,1,PSA_plant_onsite,0,0,12.1,1,4,5,7,0,1,0,0,1,0,0,not_applicable,2023,9,36,severe_malaria,36,0,1,0,0,493.0,2.0,1,grid_reliable,6
3503,referral_hospital,O2_0037,peri_urban,258,1,1,1,1,PSA_plant_onsite,4,2,5.6,1,9,4,2,0,1,1,1,1,1,0,not_applicable,2024,7,48,neonatal_respiratory,37,11,0,7,0,697.0,18.0,1,grid_unreliable,3
3504,referral_hospital,O2_0188,urban,261,1,1,1,1,cylinder_portable,0,0,5.6,1,11,7,1,0,1,1,0,1,1,0,not_applicable,2024,11,39,neonatal_respiratory,35,4,1,0,0,846.0,20.0,1,grid_reliable,0
3505,referral_hospital,O2_0165,urban,224,1,1,1,1,PSA_plant_onsite,5,3,5.2,1,14,6,3,0,1,0,0,1,1,0,not_applicable,2022,7,34,trauma,31,3,0,1,0,995.0,9.0,1,grid_reliable,5
3506,referral_hospital,O2_0135,peri_urban,222,1,1,1,1,oxygen_concentrator,4,3,1.9,1,12,7,0,0,1,1,1,1,1,0,not_applicable,2022,11,35,heart_failure,32,3,1,1,0,679.0,3.0,1,grid_unreliable,0
3507,referral_hospital,O2_0060,urban,244,1,1,1,1,LOX_bulk_tank,0,0,1.9,1,14,7,6,0,1,1,1,1,1,0,not_applicable,2023,2,48,severe_malaria,37,11,1,0,0,627.0,13.0,1,grid_reliable,0
3508,referral_hospital,O2_0120,peri_urban,217,1,1,1,1,cylinder_portable,0,0,3.1,1,6,7,0,0,1,1,1,0,0,8,power_outage,2023,1,39,COVID19_severe,0,39,0,10,18,938.0,16.0,1,solar,8
3509,referral_hospital,O2_0131,rural,266,1,1,1,1,PSA_plant_onsite,3,1,1.0,1,9,9,17,0,1,1,1,0,0,4,concentrator_malfunction,2023,6,43,heart_failure,0,43,0,11,15,845.0,6.0,1,grid_unreliable,0
3510,referral_hospital,O2_0125,peri_urban,234,1,1,1,1,cylinder_piped,0,0,5.0,1,12,3,1,0,1,1,0,1,0,0,not_applicable,2021,4,44,severe_malaria,30,14,0,6,0,1034.0,24.0,1,solar,0
3511,referral_hospital,O2_0084,urban,268,1,1,1,1,oxygen_concentrator,7,5,5.5,1,18,1,0,0,1,1,1,1,1,1,regulator_valve_failure,2024,11,36,other_hypoxemia,21,15,0,6,0,874.0,21.0,1,grid_reliable,1
3512,referral_hospital,O2_0028,peri_urban,218,1,1,1,1,oxygen_concentrator,4,3,2.2,1,8,8,3,0,1,1,1,1,0,0,not_applicable,2023,4,43,surgical_anaesthesia,43,0,1,0,0,990.0,8.0,1,generator_only,1
3513,referral_hospital,O2_0142,urban,253,1,1,1,1,cylinder_portable,7,4,3.0,1,10,12,3,0,1,1,0,1,1,0,not_applicable,2022,12,45,COVID19_severe,34,11,1,8,0,719.0,29.0,1,grid_unreliable,0
3514,referral_hospital,O2_0181,urban,277,1,1,1,1,cylinder_piped,0,0,0.4,1,5,5,5,0,1,1,1,1,0,0,not_applicable,2023,7,43,pneumonia_adult,35,8,1,1,0,716.0,8.0,0,solar,5
3515,referral_hospital,O2_0078,rural,321,1,1,1,1,oxygen_concentrator,4,2,3.7,1,7,5,1,0,1,0,0,0,0,7,funding_for_refill,2024,11,33,heart_failure,0,33,0,14,13,932.0,11.0,1,grid_unreliable,0
3516,referral_hospital,O2_0079,urban,278,1,1,1,1,PSA_plant_onsite,0,0,0.4,1,5,8,3,0,1,1,1,1,1,0,not_applicable,2023,8,45,sepsis,45,0,0,0,0,912.0,8.0,1,grid_reliable,23
3517,referral_hospital,O2_0185,urban,264,1,1,1,1,LOX_bulk_tank,5,4,11.1,1,13,3,2,0,1,0,0,1,1,0,not_applicable,2024,8,33,trauma,22,11,1,5,0,981.0,13.0,1,generator_only,0
3518,referral_hospital,O2_0003,urban,250,1,1,1,1,oxygen_concentrator,6,5,1.0,1,8,9,18,0,1,1,0,1,0,2,cylinder_delivery_delay,2024,9,38,neonatal_respiratory,23,15,1,7,0,680.0,18.0,1,grid_reliable,0
3519,referral_hospital,O2_0085,urban,231,1,1,1,1,oxygen_concentrator,5,2,2.3,1,10,8,0,0,1,1,1,0,0,5,supplier_stockout,2024,5,45,COPD_exacerbation,0,45,0,14,3,954.0,44.0,0,grid_reliable,0
3520,referral_hospital,O2_0027,urban,197,1,1,1,1,oxygen_concentrator,3,2,5.5,1,8,4,2,0,1,1,1,0,0,18,concentrator_malfunction,2022,7,38,asthma_severe,0,38,0,18,2,627.0,32.0,1,grid_unreliable,1
3521,referral_hospital,O2_0118,peri_urban,281,1,1,1,1,cylinder_piped,0,0,2.7,1,12,3,4,0,1,1,1,1,1,0,not_applicable,2024,5,38,heart_failure,26,12,1,4,0,766.0,29.0,0,generator_only,0
3522,referral_hospital,O2_0176,urban,233,1,1,1,1,cylinder_portable,7,7,2.2,1,6,3,1,0,1,1,0,1,1,0,not_applicable,2022,10,45,sepsis,22,23,1,9,0,1148.0,1.0,1,grid_reliable,3
3523,referral_hospital,O2_0162,rural,192,1,1,1,1,cylinder_portable,0,0,0.4,1,11,6,0,0,1,1,1,0,0,16,demand_surge,2022,1,51,pneumonia_child,0,51,0,27,7,674.0,4.0,1,generator_only,1
3524,referral_hospital,O2_0139,urban,245,1,1,1,1,LOX_bulk_tank,0,0,1.0,1,7,6,7,0,1,1,0,1,1,0,not_applicable,2024,8,42,pneumonia_adult,30,12,1,0,0,749.0,11.0,1,grid_reliable,11
3525,referral_hospital,O2_0160,urban,191,1,1,1,1,PSA_plant_onsite,0,0,3.6,1,12,5,1,1,1,0,0,1,1,0,not_applicable,2022,8,47,trauma,34,13,1,3,0,657.0,15.0,1,grid_unreliable,2
3526,referral_hospital,O2_0198,peri_urban,190,1,1,1,1,oxygen_concentrator,9,6,6.2,1,7,3,1,0,1,0,0,1,1,0,not_applicable,2021,6,35,surgical_anaesthesia,26,9,1,3,0,738.0,6.0,1,grid_unreliable,0
3527,referral_hospital,O2_0150,urban,325,1,1,1,1,cylinder_piped,0,0,1.4,1,7,2,12,0,1,1,1,0,0,7,power_outage,2022,2,38,neonatal_respiratory,0,38,0,8,12,967.0,0.0,1,solar,4
3528,referral_hospital,O2_0047,urban,292,1,1,1,1,oxygen_concentrator,6,6,1.4,1,6,8,3,0,1,1,1,1,1,0,not_applicable,2023,8,38,neonatal_respiratory,19,19,1,7,0,739.0,2.0,1,grid_reliable,2
3529,referral_hospital,O2_0006,urban,227,1,1,1,1,oxygen_concentrator,4,2,6.4,1,6,4,0,0,1,1,0,1,1,0,not_applicable,2023,3,47,pneumonia_child,44,3,0,0,0,733.0,24.0,1,grid_unreliable,3
3530,referral_hospital,O2_0146,urban,255,1,1,1,1,LOX_bulk_tank,0,0,3.1,1,8,3,8,0,1,0,0,1,1,0,not_applicable,2022,4,35,pneumonia_child,35,0,1,0,0,592.0,7.0,1,grid_reliable,5
3531,referral_hospital,O2_0019,peri_urban,203,1,1,1,1,LOX_bulk_tank,0,0,2.2,1,10,6,4,0,1,0,0,1,1,0,not_applicable,2023,6,30,pneumonia_child,18,12,1,3,0,652.0,31.0,1,generator_only,15
3532,referral_hospital,O2_0054,urban,252,1,1,1,1,cylinder_piped,3,2,1.1,1,3,8,2,0,1,1,1,1,1,0,not_applicable,2023,12,42,surgical_anaesthesia,32,10,1,3,0,752.0,34.0,1,generator_only,2
3533,referral_hospital,O2_0105,rural,274,1,1,1,1,oxygen_concentrator,4,2,5.9,1,13,8,3,0,1,1,0,1,1,0,not_applicable,2021,8,45,pneumonia_adult,45,0,1,0,0,1192.0,17.0,0,generator_only,11
3534,referral_hospital,O2_0157,peri_urban,229,1,1,1,1,cylinder_piped,0,0,3.0,1,14,4,2,0,1,1,1,1,1,0,not_applicable,2022,12,44,surgical_anaesthesia,33,11,1,6,0,963.0,4.0,1,grid_unreliable,1
3535,referral_hospital,O2_0025,urban,246,1,1,1,1,LOX_bulk_tank,0,0,3.3,1,11,10,3,0,1,0,0,1,1,4,power_outage,2024,11,34,pneumonia_adult,22,12,1,4,0,838.0,38.0,1,grid_reliable,7
3536,referral_hospital,O2_0040,urban,234,1,1,1,1,oxygen_concentrator,3,2,2.6,1,10,6,8,0,1,1,1,0,0,28,PSA_plant_breakdown,2022,1,45,pneumonia_child,0,45,0,17,14,835.0,1.0,1,grid_unreliable,9
3537,referral_hospital,O2_0165,urban,280,1,1,1,1,cylinder_piped,0,0,1.1,1,7,7,4,0,1,1,1,0,0,19,power_outage,2022,6,40,trauma,0,40,0,14,12,709.0,87.0,1,grid_reliable,2
3538,referral_hospital,O2_0179,peri_urban,313,1,1,1,1,PSA_plant_onsite,4,3,2.6,1,12,7,2,0,1,1,1,1,0,0,not_applicable,2024,10,37,surgical_anaesthesia,23,14,1,7,0,749.0,6.0,1,solar,1
3539,referral_hospital,O2_0074,urban,199,1,1,1,1,cylinder_piped,0,0,4.6,1,9,2,10,0,1,1,1,1,1,0,not_applicable,2023,3,37,pneumonia_child,31,6,1,2,0,727.0,6.0,1,grid_reliable,3
3540,referral_hospital,O2_0190,urban,275,1,1,1,1,PSA_plant_onsite,0,0,0.8,1,13,3,12,1,1,1,1,1,0,0,not_applicable,2024,12,37,severe_malaria,23,14,1,7,0,807.0,0.0,1,grid_reliable,2
3541,referral_hospital,O2_0160,urban,347,1,1,1,1,PSA_plant_onsite,0,0,8.2,1,11,1,8,0,1,1,1,1,1,0,not_applicable,2023,11,46,pneumonia_adult,39,7,1,5,0,733.0,13.0,1,grid_unreliable,0
3542,referral_hospital,O2_0069,rural,211,1,1,1,1,cylinder_piped,0,0,1.0,1,11,3,0,0,1,1,1,1,0,0,not_applicable,2022,8,36,pneumonia_adult,32,4,1,0,0,744.0,8.0,1,grid_reliable,3
3543,referral_hospital,O2_0143,urban,221,1,1,1,1,PSA_plant_onsite,0,0,4.0,1,9,4,0,0,1,1,1,1,0,0,not_applicable,2024,2,43,neonatal_respiratory,32,11,1,3,0,693.0,72.0,0,grid_unreliable,14
3544,referral_hospital,O2_0043,peri_urban,229,1,1,1,1,LOX_bulk_tank,0,0,5.4,1,12,4,5,0,1,1,0,1,1,0,not_applicable,2023,12,39,surgical_anaesthesia,39,0,1,0,0,811.0,4.0,1,solar,9
3545,referral_hospital,O2_0094,rural,192,1,1,1,1,cylinder_portable,0,0,5.2,1,5,4,3,0,1,1,0,1,1,0,not_applicable,2024,8,38,pneumonia_adult,32,6,1,0,0,948.0,7.0,1,grid_unreliable,0
3546,referral_hospital,O2_0173,urban,237,1,1,1,1,PSA_plant_onsite,0,0,1.2,1,10,3,2,1,1,1,0,1,1,3,funding_for_refill,2024,6,53,pneumonia_child,44,9,1,1,0,833.0,49.0,1,generator_only,1
3547,referral_hospital,O2_0126,urban,258,1,1,1,1,cylinder_piped,0,0,2.1,1,10,2,7,0,1,1,1,1,1,0,not_applicable,2022,1,47,pneumonia_child,44,3,0,1,0,667.0,12.0,1,generator_only,6
3548,referral_hospital,O2_0074,rural,200,1,1,1,1,PSA_plant_onsite,0,0,2.1,1,16,3,0,1,1,1,0,1,1,0,not_applicable,2021,2,39,heart_failure,32,7,1,4,0,722.0,1.0,1,grid_unreliable,0
3549,referral_hospital,O2_0041,peri_urban,231,1,1,1,1,oxygen_concentrator,5,3,8.3,1,16,4,3,0,1,1,1,1,0,14,cylinder_delivery_delay,2022,3,32,neonatal_respiratory,24,8,1,3,0,750.0,2.0,1,none,4
3550,referral_hospital,O2_0174,urban,247,1,1,1,1,PSA_plant_onsite,0,0,5.2,1,9,3,6,0,1,0,0,1,1,0,not_applicable,2024,6,33,trauma,32,1,1,1,0,713.0,2.0,1,generator_only,6
3551,referral_hospital,O2_0075,urban,242,1,1,1,1,LOX_bulk_tank,5,3,1.6,1,6,5,6,0,1,1,0,1,1,0,not_applicable,2023,1,29,other_hypoxemia,27,2,1,1,0,981.0,24.0,1,grid_unreliable,3
3552,referral_hospital,O2_0058,peri_urban,263,1,1,1,1,cylinder_piped,0,0,0.3,1,15,6,1,0,1,1,1,1,1,0,not_applicable,2023,6,49,COVID19_severe,49,0,1,0,0,655.0,25.0,1,grid_unreliable,2
3553,referral_hospital,O2_0099,urban,281,1,1,1,1,PSA_plant_onsite,0,0,1.3,1,13,5,1,1,1,1,1,1,1,1,power_outage,2023,6,37,neonatal_respiratory,30,7,1,2,0,990.0,26.0,1,grid_unreliable,0
3554,referral_hospital,O2_0053,peri_urban,251,1,1,1,1,PSA_plant_onsite,0,0,1.8,1,15,1,0,1,1,0,0,1,1,0,not_applicable,2024,10,32,COVID19_severe,29,3,1,1,0,883.0,45.0,1,generator_only,6
3555,referral_hospital,O2_0005,rural,227,1,1,1,1,PSA_plant_onsite,0,0,1.0,1,12,4,0,0,1,1,1,1,1,0,not_applicable,2021,3,42,pneumonia_adult,34,8,0,3,0,896.0,7.0,1,grid_unreliable,6
3556,referral_hospital,O2_0026,peri_urban,234,1,1,1,1,oxygen_concentrator,4,3,2.4,1,16,6,4,0,1,0,0,0,0,14,piping_system_leak,2022,1,39,COVID19_severe,0,39,0,17,16,827.0,60.0,1,grid_reliable,35
3557,referral_hospital,O2_0001,peri_urban,248,1,1,1,1,LOX_bulk_tank,0,0,1.6,1,6,4,0,0,1,1,1,1,1,0,not_applicable,2022,6,38,severe_malaria,25,13,1,5,0,837.0,41.0,1,grid_reliable,0
3558,referral_hospital,O2_0180,urban,261,1,1,1,1,LOX_bulk_tank,0,0,0.9,1,7,5,6,0,1,1,1,1,1,0,not_applicable,2024,1,43,neonatal_respiratory,33,10,1,2,0,574.0,5.0,1,grid_reliable,3
3559,referral_hospital,O2_0126,urban,153,1,1,1,1,PSA_plant_onsite,0,0,0.1,1,9,4,3,1,1,1,1,1,0,0,not_applicable,2023,12,36,COPD_exacerbation,36,0,1,0,0,799.0,16.0,1,grid_unreliable,1
3560,referral_hospital,O2_0044,rural,226,1,1,1,1,cylinder_piped,0,0,0.2,1,11,4,8,0,1,1,1,1,1,0,not_applicable,2024,9,43,surgical_anaesthesia,38,5,1,1,0,761.0,20.0,1,generator_only,5
3561,referral_hospital,O2_0159,peri_urban,196,1,1,1,1,LOX_bulk_tank,7,1,1.7,1,9,3,6,0,1,1,0,0,0,7,supplier_stockout,2024,12,57,trauma,0,57,0,16,15,798.0,20.0,1,grid_reliable,6
3562,referral_hospital,O2_0091,urban,296,1,1,1,1,oxygen_concentrator,7,7,5.3,1,10,5,5,0,1,1,0,1,1,0,not_applicable,2022,1,31,surgical_anaesthesia,21,10,1,4,0,802.0,12.0,1,solar,0
3563,referral_hospital,O2_0098,urban,228,1,1,1,1,PSA_plant_onsite,0,0,4.2,1,12,4,7,0,1,1,0,1,1,0,not_applicable,2024,5,36,pneumonia_adult,31,5,1,3,0,570.0,68.0,1,grid_unreliable,4
3564,referral_hospital,O2_0058,peri_urban,249,1,1,1,1,PSA_plant_onsite,0,0,3.5,1,5,6,2,0,1,1,1,0,0,14,piping_system_leak,2022,9,38,pneumonia_child,0,38,0,11,15,1021.0,1.0,1,solar,12
3565,referral_hospital,O2_0086,urban,277,1,1,1,1,LOX_bulk_tank,6,4,1.3,1,11,4,0,0,1,1,1,1,1,1,PSA_plant_breakdown,2023,8,46,neonatal_respiratory,39,7,1,3,0,689.0,6.0,1,grid_unreliable,5
3566,referral_hospital,O2_0188,urban,202,1,1,1,1,oxygen_concentrator,2,1,0.0,1,13,4,1,0,1,1,1,1,1,0,not_applicable,2023,9,40,pneumonia_child,36,4,1,2,0,564.0,16.0,1,none,1
3567,referral_hospital,O2_0054,urban,257,1,1,1,1,PSA_plant_onsite,0,0,4.9,1,8,4,4,1,1,1,0,1,1,13,power_outage,2022,8,31,COPD_exacerbation,31,0,1,0,0,742.0,44.0,1,generator_only,0
3568,referral_hospital,O2_0046,urban,219,1,1,1,1,LOX_bulk_tank,0,0,10.2,1,7,7,5,0,1,1,1,1,1,0,not_applicable,2023,3,56,trauma,42,14,1,7,0,748.0,4.0,1,grid_reliable,5
3569,referral_hospital,O2_0148,urban,264,1,1,1,1,cylinder_piped,0,0,1.9,1,9,7,1,0,1,1,0,0,0,16,PSA_plant_breakdown,2024,3,48,other_hypoxemia,0,48,0,16,14,667.0,59.0,1,solar,3
3570,referral_hospital,O2_0118,urban,280,1,1,1,1,oxygen_concentrator,1,0,3.0,1,6,4,3,0,1,1,1,1,1,3,cylinder_delivery_delay,2024,8,45,neonatal_respiratory,34,11,1,7,0,653.0,37.0,1,grid_reliable,2
3571,referral_hospital,O2_0199,urban,249,1,1,1,1,PSA_plant_onsite,3,1,0.3,1,11,6,7,1,1,1,0,1,1,0,not_applicable,2024,1,38,pneumonia_adult,35,3,1,1,0,766.0,4.0,0,grid_reliable,7
3572,referral_hospital,O2_0065,urban,198,1,1,1,1,LOX_bulk_tank,4,2,1.3,1,11,6,3,0,1,1,1,1,1,1,power_outage,2023,2,50,sepsis,32,18,1,3,0,871.0,30.0,1,grid_reliable,4
3573,referral_hospital,O2_0045,peri_urban,235,1,1,1,1,LOX_bulk_tank,0,0,3.8,1,9,8,0,0,1,1,0,0,0,6,demand_surge,2022,2,39,COPD_exacerbation,0,39,0,11,10,830.0,6.0,1,grid_reliable,14
3574,referral_hospital,O2_0098,urban,196,1,1,1,1,LOX_bulk_tank,0,0,3.8,1,8,7,3,0,1,0,0,1,1,0,not_applicable,2024,4,37,pneumonia_child,28,9,1,2,0,652.0,8.0,1,grid_unreliable,1
3575,referral_hospital,O2_0089,rural,292,1,1,1,1,LOX_bulk_tank,0,0,0.0,1,9,4,4,0,1,1,0,0,0,30,supplier_stockout,2024,12,41,pneumonia_child,0,41,0,16,11,676.0,12.0,1,solar,5
3576,referral_hospital,O2_0130,urban,239,1,1,1,1,LOX_bulk_tank,0,0,1.4,1,6,7,1,0,1,1,1,1,1,0,not_applicable,2023,2,37,heart_failure,30,7,1,3,0,929.0,66.0,1,grid_reliable,2
3577,referral_hospital,O2_0143,urban,242,1,1,1,1,PSA_plant_onsite,5,4,0.9,1,4,4,1,0,1,0,0,1,0,15,power_outage,2024,6,36,surgical_anaesthesia,36,0,1,0,0,710.0,6.0,1,none,0
3578,referral_hospital,O2_0136,peri_urban,232,1,1,1,1,cylinder_piped,0,0,0.8,1,8,6,1,0,1,1,1,1,1,0,not_applicable,2024,2,51,sepsis,35,16,1,5,0,825.0,8.0,1,grid_unreliable,8
3579,referral_hospital,O2_0001,rural,232,1,1,1,1,oxygen_concentrator,4,2,0.5,1,14,3,0,0,1,1,1,1,1,1,demand_surge,2021,7,32,pneumonia_adult,26,6,1,2,0,636.0,37.0,1,grid_reliable,4
3580,referral_hospital,O2_0101,urban,248,1,1,1,1,LOX_bulk_tank,0,0,2.4,1,10,7,0,0,1,0,0,1,0,0,not_applicable,2021,3,46,other_hypoxemia,30,16,1,10,0,759.0,2.0,0,grid_unreliable,10
3581,referral_hospital,O2_0010,rural,254,1,1,1,1,LOX_bulk_tank,0,0,0.6,1,10,3,0,0,1,1,1,1,0,0,not_applicable,2021,11,58,surgical_anaesthesia,38,20,1,4,0,1070.0,7.0,1,grid_unreliable,9
3582,referral_hospital,O2_0055,peri_urban,217,1,1,1,1,PSA_plant_onsite,0,0,2.6,1,13,4,3,1,1,1,1,1,1,0,not_applicable,2022,9,44,pneumonia_child,30,14,1,4,0,873.0,14.0,1,grid_reliable,5
3583,referral_hospital,O2_0023,urban,273,1,1,1,1,LOX_bulk_tank,0,0,6.1,1,14,8,0,0,1,0,0,1,1,0,not_applicable,2022,12,37,COVID19_severe,35,2,1,0,0,794.0,6.0,1,grid_unreliable,4
3584,referral_hospital,O2_0198,urban,278,1,1,1,1,oxygen_concentrator,3,1,1.3,1,1,3,0,0,1,1,1,1,1,0,not_applicable,2024,3,26,pneumonia_child,25,1,1,0,0,894.0,1.0,0,grid_unreliable,1
3585,referral_hospital,O2_0075,urban,231,1,1,1,1,PSA_plant_onsite,0,0,0.8,1,9,1,6,0,1,1,1,0,0,17,PSA_plant_breakdown,2024,7,32,trauma,0,32,0,9,6,782.0,8.0,1,none,11
3586,referral_hospital,O2_0141,peri_urban,239,1,1,1,1,oxygen_concentrator,6,6,0.5,1,8,5,6,0,1,1,1,1,1,0,not_applicable,2021,10,29,asthma_severe,25,4,1,2,0,799.0,5.0,1,solar,4
3587,referral_hospital,O2_0057,urban,227,1,1,1,1,LOX_bulk_tank,0,0,4.3,1,9,4,3,0,1,0,0,1,1,0,not_applicable,2023,3,36,neonatal_respiratory,25,11,0,4,0,996.0,7.0,1,grid_reliable,11
3588,referral_hospital,O2_0165,peri_urban,318,1,1,1,1,cylinder_portable,0,0,1.3,1,9,6,1,0,1,1,1,1,1,0,not_applicable,2024,2,43,other_hypoxemia,34,9,1,1,0,595.0,10.0,1,grid_reliable,1
3589,referral_hospital,O2_0101,urban,286,1,1,1,1,LOX_bulk_tank,0,0,0.8,1,5,0,3,0,1,0,0,1,0,0,not_applicable,2021,9,42,other_hypoxemia,36,6,1,2,0,845.0,9.0,1,grid_reliable,8
3590,referral_hospital,O2_0020,urban,259,1,1,1,1,oxygen_concentrator,2,1,2.1,1,10,5,3,0,1,1,0,1,1,0,not_applicable,2022,4,51,sepsis,47,4,1,2,0,662.0,42.0,0,solar,1
3591,referral_hospital,O2_0176,urban,253,1,1,1,1,cylinder_piped,5,4,6.5,1,10,6,2,0,1,1,1,1,1,0,not_applicable,2021,8,48,heart_failure,35,13,1,5,0,738.0,15.0,1,generator_only,8
3592,referral_hospital,O2_0182,peri_urban,288,1,1,1,1,cylinder_piped,0,0,0.6,1,11,2,3,0,1,0,0,1,1,0,not_applicable,2024,12,33,other_hypoxemia,25,8,1,1,0,1033.0,7.0,1,grid_reliable,1
3593,referral_hospital,O2_0117,peri_urban,241,1,1,1,1,LOX_bulk_tank,0,0,4.9,1,15,5,12,0,1,1,1,1,1,15,cylinder_delivery_delay,2023,3,28,pneumonia_child,23,5,0,0,0,988.0,30.0,1,grid_reliable,0
3594,referral_hospital,O2_0142,peri_urban,217,1,1,1,1,cylinder_portable,0,0,1.5,1,8,6,4,0,1,1,1,1,0,1,demand_surge,2021,11,37,pneumonia_adult,28,9,1,6,0,748.0,8.0,1,grid_reliable,2
3595,referral_hospital,O2_0179,peri_urban,262,1,1,1,1,cylinder_piped,0,0,0.6,1,13,1,5,0,1,1,1,1,0,0,not_applicable,2024,10,45,sepsis,37,8,0,4,0,862.0,2.0,1,grid_reliable,14
3596,referral_hospital,O2_0014,urban,279,1,1,1,1,oxygen_concentrator,4,3,3.3,1,7,7,2,0,1,1,0,1,1,0,not_applicable,2022,5,65,heart_failure,28,37,1,8,0,770.0,22.0,1,grid_unreliable,0
3597,referral_hospital,O2_0004,peri_urban,298,1,1,1,1,oxygen_concentrator,5,3,0.6,1,4,2,3,0,1,0,0,1,1,2,piping_system_leak,2024,11,45,severe_malaria,36,9,0,4,0,969.0,19.0,1,grid_reliable,11
3598,referral_hospital,O2_0179,urban,230,1,1,1,1,cylinder_piped,0,0,5.7,1,9,4,1,0,1,1,0,1,1,0,not_applicable,2024,10,40,COPD_exacerbation,38,2,1,0,0,738.0,8.0,1,grid_reliable,0
3599,referral_hospital,O2_0008,urban,269,1,1,1,1,cylinder_portable,8,7,8.6,1,11,4,1,0,1,1,1,1,1,0,not_applicable,2022,6,34,heart_failure,29,5,1,1,0,654.0,19.0,1,grid_reliable,15
3600,referral_hospital,O2_0190,peri_urban,277,1,1,1,1,LOX_bulk_tank,0,0,1.0,1,11,4,4,0,1,1,0,0,0,1,PSA_plant_breakdown,2023,2,40,neonatal_respiratory,0,40,0,12,5,890.0,7.0,1,generator_only,14
3601,referral_hospital,O2_0007,urban,237,1,1,1,1,LOX_bulk_tank,0,0,5.5,1,9,7,10,0,1,1,1,1,1,0,not_applicable,2024,3,40,severe_malaria,40,0,1,0,0,813.0,5.0,1,grid_reliable,11
3602,referral_hospital,O2_0109,peri_urban,242,1,1,1,1,cylinder_piped,0,0,0.2,1,11,3,6,0,1,1,1,1,1,0,not_applicable,2022,3,45,COPD_exacerbation,27,18,1,5,0,560.0,17.0,1,none,8
3603,referral_hospital,O2_0009,urban,217,1,1,1,1,LOX_bulk_tank,0,0,3.0,1,10,10,4,0,1,1,0,1,0,0,not_applicable,2023,11,31,sepsis,20,11,1,3,0,627.0,20.0,1,grid_reliable,1
3604,referral_hospital,O2_0002,rural,298,1,1,1,1,cylinder_piped,3,2,0.8,1,9,6,0,0,1,1,0,1,1,0,not_applicable,2021,5,48,pneumonia_child,38,10,1,3,0,913.0,3.0,1,grid_reliable,0
3605,referral_hospital,O2_0041,urban,283,1,1,1,1,LOX_bulk_tank,0,0,1.2,1,7,4,0,0,1,1,1,1,1,0,not_applicable,2024,9,30,trauma,30,0,0,0,0,644.0,0.0,1,generator_only,4
3606,referral_hospital,O2_0003,peri_urban,298,1,1,1,1,LOX_bulk_tank,0,0,5.1,1,11,3,4,0,1,1,0,1,1,1,cylinder_delivery_delay,2024,5,38,other_hypoxemia,24,14,1,4,0,972.0,9.0,1,grid_unreliable,4
3607,referral_hospital,O2_0075,rural,272,1,1,1,1,oxygen_concentrator,9,5,0.3,1,10,10,2,0,1,1,1,1,1,0,not_applicable,2023,2,31,severe_malaria,17,14,0,4,0,651.0,3.0,1,grid_reliable,1
3608,referral_hospital,O2_0039,peri_urban,278,1,1,1,1,LOX_bulk_tank,0,0,0.1,1,8,5,3,0,1,1,1,1,0,0,not_applicable,2022,5,38,other_hypoxemia,20,18,1,6,0,854.0,0.0,1,grid_reliable,1
3609,referral_hospital,O2_0142,urban,221,1,1,1,1,cylinder_piped,4,4,0.3,1,12,5,8,0,1,1,1,1,0,0,not_applicable,2024,1,33,COVID19_severe,26,7,1,0,0,997.0,8.0,1,none,3
3610,referral_hospital,O2_0122,rural,263,1,1,1,1,oxygen_concentrator,5,1,3.2,1,9,4,4,0,1,1,1,0,0,12,demand_surge,2024,7,50,heart_failure,0,50,0,17,14,775.0,24.0,0,grid_unreliable,4
3611,referral_hospital,O2_0065,peri_urban,206,1,1,1,1,LOX_bulk_tank,0,0,0.1,1,9,4,7,0,1,0,0,1,1,1,concentrator_malfunction,2021,8,44,COPD_exacerbation,32,12,1,8,0,833.0,58.0,1,grid_unreliable,3
3612,referral_hospital,O2_0059,urban,217,1,1,1,1,PSA_plant_onsite,0,0,6.5,1,9,6,3,1,1,0,0,1,1,0,not_applicable,2023,9,37,pneumonia_child,12,25,1,9,0,751.0,0.0,1,grid_reliable,6
3613,referral_hospital,O2_0007,rural,220,1,1,1,1,PSA_plant_onsite,0,0,0.3,1,7,4,8,1,1,1,1,1,1,0,not_applicable,2022,6,34,surgical_anaesthesia,26,8,0,3,0,629.0,12.0,1,grid_reliable,9
3614,referral_hospital,O2_0179,rural,274,1,1,1,1,PSA_plant_onsite,0,0,0.3,1,11,8,2,0,1,1,1,1,0,0,not_applicable,2024,10,36,COVID19_severe,21,15,1,3,0,799.0,38.0,0,none,0
3615,referral_hospital,O2_0174,peri_urban,276,1,1,1,1,PSA_plant_onsite,0,0,7.1,1,16,2,18,1,1,1,1,0,0,14,power_outage,2022,5,34,neonatal_respiratory,0,34,0,13,22,769.0,8.0,1,solar,0
3616,referral_hospital,O2_0077,rural,266,1,1,1,1,LOX_bulk_tank,0,0,4.3,1,17,6,0,0,1,1,1,1,1,0,not_applicable,2024,2,41,sepsis,24,17,1,9,0,872.0,26.0,1,grid_reliable,9
3617,referral_hospital,O2_0199,urban,236,1,1,1,1,LOX_bulk_tank,0,0,3.4,1,8,7,3,0,1,1,1,1,1,1,no_oxygen_source,2021,7,39,COPD_exacerbation,34,5,0,3,0,717.0,28.0,1,grid_reliable,2
3618,referral_hospital,O2_0123,urban,289,1,1,1,1,LOX_bulk_tank,0,0,0.3,1,6,7,0,0,1,1,1,0,0,2,power_outage,2024,10,30,COVID19_severe,0,30,0,13,4,840.0,22.0,1,grid_reliable,15
3619,referral_hospital,O2_0010,urban,255,1,1,1,1,cylinder_piped,0,0,4.6,1,6,7,5,0,1,1,1,1,0,0,not_applicable,2023,1,43,heart_failure,37,6,1,2,0,991.0,5.0,1,grid_unreliable,0
3620,referral_hospital,O2_0006,peri_urban,276,1,1,1,1,LOX_bulk_tank,0,0,3.9,1,12,5,4,0,1,1,0,1,1,12,power_outage,2024,8,38,trauma,18,20,1,4,0,838.0,6.0,0,grid_unreliable,9
3621,referral_hospital,O2_0197,peri_urban,211,1,1,1,1,cylinder_portable,0,0,9.2,1,13,4,1,0,1,1,1,1,1,12,supplier_stockout,2021,1,37,neonatal_respiratory,33,4,1,0,0,937.0,15.0,1,solar,0
3622,referral_hospital,O2_0024,urban,274,1,1,1,1,LOX_bulk_tank,0,0,1.0,1,9,4,16,0,1,1,1,1,1,0,not_applicable,2023,6,45,severe_malaria,38,7,1,2,0,1089.0,0.0,1,generator_only,10
3623,referral_hospital,O2_0191,urban,191,1,1,1,1,LOX_bulk_tank,4,2,1.7,1,8,2,1,0,1,1,1,1,0,0,not_applicable,2024,3,33,pneumonia_child,23,10,0,2,0,983.0,0.0,1,grid_reliable,6
3624,referral_hospital,O2_0192,urban,244,1,1,1,1,cylinder_piped,6,4,5.9,1,8,5,5,0,1,1,0,0,0,5,concentrator_malfunction,2022,1,50,pneumonia_adult,0,50,0,15,28,752.0,7.0,1,grid_unreliable,1
3625,referral_hospital,O2_0195,rural,272,1,1,1,1,LOX_bulk_tank,0,0,4.5,1,12,3,1,0,1,1,1,0,0,11,empty_cylinders_not_collected,2024,4,37,pneumonia_child,0,37,0,15,7,766.0,2.0,1,grid_unreliable,20
3626,referral_hospital,O2_0063,urban,299,1,1,1,1,PSA_plant_onsite,0,0,0.7,1,9,4,0,1,1,1,1,1,1,0,not_applicable,2022,8,31,severe_malaria,27,4,1,0,0,676.0,26.0,1,grid_unreliable,7
3627,referral_hospital,O2_0109,rural,220,1,1,1,1,PSA_plant_onsite,0,0,7.4,1,10,7,0,1,1,0,0,0,0,4,concentrator_malfunction,2023,6,46,sepsis,0,46,0,12,1,1011.0,10.0,1,grid_unreliable,7
3628,referral_hospital,O2_0054,urban,244,1,1,1,1,oxygen_concentrator,0,0,0.7,1,10,5,6,0,1,1,1,1,1,10,demand_surge,2024,10,40,COPD_exacerbation,33,7,1,1,0,784.0,36.0,0,grid_unreliable,16
3629,referral_hospital,O2_0065,rural,269,1,1,1,1,LOX_bulk_tank,0,0,2.7,1,14,7,0,0,1,1,1,1,1,0,not_applicable,2023,9,43,asthma_severe,29,14,1,4,0,777.0,10.0,1,generator_only,7
3630,referral_hospital,O2_0029,urban,193,1,1,1,1,cylinder_piped,0,0,3.5,1,7,6,4,0,1,1,1,1,1,0,not_applicable,2024,1,40,severe_malaria,38,2,1,1,0,605.0,29.0,1,grid_reliable,3
3631,referral_hospital,O2_0062,urban,250,1,1,1,1,PSA_plant_onsite,8,5,2.9,1,13,7,0,0,1,0,0,1,1,0,not_applicable,2024,12,53,pneumonia_child,41,12,1,6,0,941.0,21.0,1,generator_only,8
3632,referral_hospital,O2_0005,rural,260,1,1,1,1,LOX_bulk_tank,0,0,0.1,1,10,6,0,0,1,1,0,1,1,0,not_applicable,2022,6,39,asthma_severe,28,11,1,3,0,895.0,8.0,1,grid_unreliable,1
3633,referral_hospital,O2_0068,urban,282,1,1,1,1,cylinder_piped,0,0,7.2,1,16,0,9,0,1,1,1,1,1,12,regulator_valve_failure,2022,4,46,pneumonia_child,38,8,0,5,0,901.0,10.0,1,generator_only,3
3634,referral_hospital,O2_0054,urban,233,1,1,1,1,LOX_bulk_tank,0,0,5.6,1,14,2,5,0,1,1,1,1,1,0,not_applicable,2021,7,56,severe_malaria,45,11,0,2,0,1091.0,4.0,1,grid_reliable,4
3635,referral_hospital,O2_0108,peri_urban,254,1,1,1,1,oxygen_concentrator,2,1,0.9,1,11,10,1,0,1,1,1,1,1,0,not_applicable,2022,2,36,pneumonia_child,16,20,1,8,0,927.0,13.0,1,generator_only,0
3636,referral_hospital,O2_0042,urban,193,1,1,1,1,PSA_plant_onsite,0,0,6.6,1,13,5,1,1,1,1,1,1,1,1,concentrator_malfunction,2024,1,31,asthma_severe,26,5,0,3,0,605.0,17.0,1,grid_unreliable,1
3637,referral_hospital,O2_0037,urban,263,1,1,1,1,cylinder_portable,0,0,1.6,1,6,7,0,0,1,0,0,1,1,0,not_applicable,2023,6,44,neonatal_respiratory,34,10,1,5,0,503.0,1.0,1,grid_unreliable,4
3638,referral_hospital,O2_0021,rural,257,1,1,1,1,PSA_plant_onsite,0,0,4.4,1,9,2,9,1,1,1,1,1,1,0,not_applicable,2023,4,30,pneumonia_child,24,6,1,3,0,762.0,17.0,1,none,15
3639,referral_hospital,O2_0168,peri_urban,291,1,1,1,1,LOX_bulk_tank,0,0,0.3,1,15,7,1,0,1,1,1,1,1,0,not_applicable,2021,5,45,severe_malaria,36,9,0,2,0,455.0,3.0,1,grid_unreliable,4
3640,referral_hospital,O2_0171,peri_urban,269,1,1,1,1,cylinder_piped,0,0,2.0,1,7,6,5,0,1,1,1,1,1,0,not_applicable,2023,6,36,surgical_anaesthesia,36,0,0,0,0,817.0,24.0,1,solar,1
3641,referral_hospital,O2_0182,peri_urban,384,1,1,1,1,PSA_plant_onsite,0,0,2.2,1,9,6,0,1,1,1,1,1,0,0,not_applicable,2022,11,38,neonatal_respiratory,22,16,1,7,0,962.0,8.0,1,grid_unreliable,2
3642,referral_hospital,O2_0049,urban,193,1,1,1,1,oxygen_concentrator,6,4,3.1,1,6,5,0,0,1,1,1,1,1,0,not_applicable,2023,2,33,heart_failure,26,7,0,2,0,1089.0,4.0,1,grid_reliable,9
3643,referral_hospital,O2_0011,rural,296,1,1,1,1,cylinder_piped,0,0,4.0,1,10,5,4,0,1,1,0,1,1,1,PSA_plant_breakdown,2022,12,35,COPD_exacerbation,29,6,1,1,0,550.0,2.0,1,grid_unreliable,2
3644,referral_hospital,O2_0073,urban,191,1,1,1,1,cylinder_piped,0,0,0.9,1,10,4,1,0,1,1,1,1,1,0,not_applicable,2024,1,54,COVID19_severe,34,20,1,5,0,567.0,9.0,1,solar,3
3645,referral_hospital,O2_0104,urban,241,1,1,1,1,PSA_plant_onsite,0,0,1.7,1,14,1,0,0,1,1,0,1,0,0,not_applicable,2021,3,38,COVID19_severe,31,7,0,4,0,604.0,15.0,1,none,0
3646,referral_hospital,O2_0167,urban,317,1,1,1,1,PSA_plant_onsite,0,0,0.3,1,17,11,0,1,1,1,1,1,1,0,not_applicable,2023,2,45,other_hypoxemia,28,17,0,6,0,874.0,4.0,1,grid_reliable,3
3647,referral_hospital,O2_0019,urban,251,1,1,1,1,cylinder_piped,7,3,2.6,1,19,7,3,0,1,1,1,1,1,1,regulator_valve_failure,2023,9,43,pneumonia_child,28,15,0,6,0,781.0,11.0,0,grid_reliable,0
3648,referral_hospital,O2_0168,urban,254,1,1,1,1,LOX_bulk_tank,0,0,1.4,1,11,9,0,0,1,0,0,1,1,0,not_applicable,2022,5,36,pneumonia_child,27,9,1,2,0,1044.0,4.0,0,generator_only,3
3649,referral_hospital,O2_0175,rural,247,1,1,1,1,LOX_bulk_tank,0,0,1.0,1,8,5,0,0,1,1,0,0,0,1,concentrator_malfunction,2023,2,41,pneumonia_child,0,41,0,8,16,936.0,3.0,1,generator_only,0
3650,referral_hospital,O2_0135,urban,296,1,1,1,1,oxygen_concentrator,2,2,0.5,1,13,8,0,0,1,1,0,1,1,0,not_applicable,2022,9,37,pneumonia_adult,24,13,1,4,0,635.0,2.0,1,none,3
3651,referral_hospital,O2_0029,peri_urban,316,1,1,1,1,cylinder_piped,0,0,0.9,1,15,4,0,0,1,1,1,1,1,6,supplier_stockout,2021,8,33,neonatal_respiratory,27,6,1,4,0,699.0,18.0,0,grid_reliable,2
3652,referral_hospital,O2_0094,rural,223,1,1,1,1,LOX_bulk_tank,0,0,1.6,1,19,6,3,0,1,1,0,1,1,0,not_applicable,2023,11,42,pneumonia_adult,42,0,1,0,0,929.0,49.0,0,grid_unreliable,5
3653,referral_hospital,O2_0085,rural,248,1,1,1,1,cylinder_piped,0,0,3.0,1,14,5,1,0,1,1,1,1,0,0,not_applicable,2024,6,48,trauma,39,9,1,1,0,837.0,4.0,1,grid_reliable,22
3654,referral_hospital,O2_0145,urban,224,1,1,1,1,LOX_bulk_tank,3,3,0.3,1,5,7,5,0,1,1,1,1,1,0,not_applicable,2022,12,42,sepsis,23,19,1,6,0,1018.0,33.0,1,grid_unreliable,10
3655,referral_hospital,O2_0067,urban,352,1,1,1,1,cylinder_portable,0,0,1.1,1,6,3,1,0,1,1,1,0,0,16,empty_cylinders_not_collected,2021,6,44,pneumonia_adult,0,44,0,10,12,863.0,5.0,1,grid_reliable,11
3656,referral_hospital,O2_0120,urban,252,1,1,1,1,oxygen_concentrator,5,4,2.3,1,8,3,2,0,1,1,1,1,1,0,not_applicable,2023,12,33,COVID19_severe,25,8,1,3,0,1090.0,15.0,1,grid_unreliable,1
3657,referral_hospital,O2_0088,urban,250,1,1,1,1,LOX_bulk_tank,0,0,3.8,1,11,4,0,0,1,0,0,1,1,0,not_applicable,2021,4,33,COPD_exacerbation,29,4,0,2,0,984.0,12.0,1,generator_only,0
3658,referral_hospital,O2_0132,urban,285,1,1,1,1,cylinder_piped,0,0,4.8,1,9,2,1,0,1,1,0,0,0,30,cylinder_delivery_delay,2024,12,40,severe_malaria,0,40,0,12,0,1015.0,0.0,1,solar,2
3659,referral_hospital,O2_0151,rural,190,1,1,1,1,LOX_bulk_tank,0,0,2.2,1,11,8,12,0,1,1,1,1,0,0,not_applicable,2022,6,53,other_hypoxemia,53,0,1,0,0,778.0,12.0,1,grid_reliable,4
3660,referral_hospital,O2_0153,rural,253,1,1,1,1,LOX_bulk_tank,0,0,2.2,1,16,4,2,0,1,1,1,1,0,1,demand_surge,2022,2,37,heart_failure,25,12,1,5,0,836.0,44.0,1,generator_only,7
3661,referral_hospital,O2_0064,peri_urban,282,1,1,1,1,LOX_bulk_tank,6,4,12.2,1,11,8,1,0,1,1,1,1,1,1,empty_cylinders_not_collected,2022,5,41,sepsis,30,11,0,4,0,708.0,20.0,1,grid_reliable,0
3662,referral_hospital,O2_0045,urban,237,1,1,1,1,cylinder_piped,0,0,1.6,1,13,5,4,0,1,1,1,0,0,11,PSA_plant_breakdown,2021,2,48,other_hypoxemia,0,48,0,21,24,686.0,11.0,1,solar,2
3663,referral_hospital,O2_0176,rural,281,1,1,1,1,cylinder_piped,0,0,1.4,1,15,3,3,0,1,1,1,1,1,0,not_applicable,2024,5,48,COPD_exacerbation,32,16,0,9,0,815.0,14.0,1,solar,2
3664,referral_hospital,O2_0166,rural,296,1,1,1,1,cylinder_piped,0,0,1.1,1,13,3,13,0,1,1,1,1,0,3,power_outage,2021,8,36,severe_malaria,23,13,1,4,0,968.0,3.0,1,grid_reliable,0
3665,referral_hospital,O2_0022,rural,211,1,1,1,1,oxygen_concentrator,2,1,2.9,1,6,5,6,0,1,1,1,1,1,0,not_applicable,2022,7,29,heart_failure,25,4,1,2,0,952.0,8.0,1,grid_unreliable,2
3666,referral_hospital,O2_0085,urban,269,1,1,1,1,cylinder_piped,0,0,5.1,1,9,2,0,0,1,1,0,1,0,0,not_applicable,2021,6,34,heart_failure,34,0,1,0,0,791.0,10.0,1,grid_reliable,6
3667,referral_hospital,O2_0087,peri_urban,291,1,1,1,1,LOX_bulk_tank,0,0,0.0,1,11,1,3,0,1,1,0,1,1,0,not_applicable,2023,3,38,pneumonia_child,23,15,0,5,0,914.0,42.0,1,grid_unreliable,3
3668,referral_hospital,O2_0024,urban,194,1,1,1,1,cylinder_piped,0,0,2.0,1,7,6,0,0,1,1,1,0,0,15,power_outage,2024,5,43,asthma_severe,0,43,0,15,3,974.0,5.0,1,grid_reliable,6
3669,referral_hospital,O2_0059,urban,226,1,1,1,1,oxygen_concentrator,5,2,2.6,1,11,0,4,0,1,1,1,1,1,3,empty_cylinders_not_collected,2023,9,41,trauma,37,4,1,1,0,833.0,4.0,1,grid_unreliable,12
3670,referral_hospital,O2_0195,urban,277,1,1,1,1,PSA_plant_onsite,0,0,1.0,1,9,5,0,1,1,1,0,1,1,0,not_applicable,2023,4,38,asthma_severe,22,16,1,7,0,908.0,5.0,0,grid_reliable,0
3671,referral_hospital,O2_0008,urban,218,1,1,1,1,PSA_plant_onsite,0,0,0.9,1,12,6,0,0,1,1,1,1,1,0,not_applicable,2022,7,41,pneumonia_child,35,6,0,2,0,841.0,2.0,0,solar,12
3672,referral_hospital,O2_0186,urban,229,1,1,1,1,PSA_plant_onsite,0,0,3.4,1,12,6,22,1,1,1,0,1,1,0,not_applicable,2023,11,43,pneumonia_adult,24,19,1,6,0,542.0,19.0,1,grid_unreliable,1
3673,referral_hospital,O2_0067,peri_urban,186,1,1,1,1,PSA_plant_onsite,0,0,2.4,1,9,6,5,0,1,0,0,1,1,0,not_applicable,2024,4,39,heart_failure,24,15,1,4,0,883.0,54.0,1,grid_unreliable,5
3674,referral_hospital,O2_0085,rural,296,1,1,1,1,PSA_plant_onsite,0,0,0.5,1,16,5,1,0,1,1,1,1,0,5,empty_cylinders_not_collected,2022,2,43,pneumonia_child,39,4,1,1,0,775.0,105.0,1,grid_unreliable,0
3675,referral_hospital,O2_0146,peri_urban,257,1,1,1,1,PSA_plant_onsite,0,0,11.7,1,5,3,1,1,1,1,1,0,0,19,demand_surge,2024,11,36,severe_malaria,0,36,0,11,8,722.0,32.0,0,grid_reliable,0
3676,referral_hospital,O2_0011,peri_urban,232,1,1,1,1,PSA_plant_onsite,0,0,1.9,1,11,5,7,1,1,1,0,1,1,0,not_applicable,2023,7,38,surgical_anaesthesia,28,10,1,4,0,830.0,1.0,1,grid_unreliable,1
3677,referral_hospital,O2_0108,peri_urban,258,1,1,1,1,cylinder_piped,0,0,1.3,1,10,5,2,0,1,0,0,1,1,0,not_applicable,2023,6,31,neonatal_respiratory,21,10,1,3,0,918.0,19.0,1,grid_unreliable,1
3678,referral_hospital,O2_0030,rural,228,1,1,1,1,PSA_plant_onsite,0,0,0.9,1,12,4,0,0,1,0,0,1,1,0,not_applicable,2022,3,44,other_hypoxemia,26,18,0,4,0,857.0,14.0,1,grid_reliable,0
3679,referral_hospital,O2_0119,peri_urban,320,1,1,1,1,LOX_bulk_tank,0,0,1.1,1,14,9,3,0,1,1,0,1,0,0,not_applicable,2022,2,37,neonatal_respiratory,37,0,1,0,0,827.0,23.0,1,grid_reliable,0
3680,referral_hospital,O2_0002,urban,186,1,1,1,1,PSA_plant_onsite,0,0,0.9,1,9,4,6,0,1,1,0,1,1,0,not_applicable,2024,5,27,pneumonia_child,21,6,1,2,0,686.0,6.0,1,grid_reliable,1
3681,referral_hospital,O2_0046,peri_urban,195,1,1,1,1,oxygen_concentrator,5,4,3.3,1,12,7,11,0,1,1,1,1,1,7,power_outage,2021,3,52,asthma_severe,28,24,1,6,0,711.0,9.0,1,grid_unreliable,4
3682,referral_hospital,O2_0162,urban,331,1,1,1,1,PSA_plant_onsite,0,0,0.6,1,10,3,1,0,1,1,1,1,1,0,not_applicable,2022,8,39,neonatal_respiratory,35,4,1,2,0,795.0,74.0,0,solar,3
3683,referral_hospital,O2_0012,urban,227,1,1,1,1,LOX_bulk_tank,0,0,5.3,1,5,3,0,0,1,1,1,1,1,7,PSA_plant_breakdown,2022,12,34,asthma_severe,29,5,1,0,0,320.0,13.0,1,grid_reliable,0
3684,referral_hospital,O2_0168,urban,280,1,1,1,1,cylinder_piped,0,0,5.5,1,9,4,4,0,1,1,1,1,1,0,not_applicable,2023,4,39,COVID19_severe,37,2,1,0,0,533.0,29.0,0,grid_reliable,2
3685,referral_hospital,O2_0133,peri_urban,250,1,1,1,1,LOX_bulk_tank,0,0,6.7,1,17,7,4,0,1,1,0,1,1,0,not_applicable,2022,8,46,surgical_anaesthesia,42,4,1,2,0,632.0,38.0,1,generator_only,2
3686,referral_hospital,O2_0166,peri_urban,238,1,1,1,1,PSA_plant_onsite,0,0,4.9,1,6,3,4,1,1,1,1,1,0,0,not_applicable,2022,11,42,trauma,42,0,1,0,0,1012.0,7.0,1,grid_reliable,1
3687,referral_hospital,O2_0172,urban,290,1,1,1,1,cylinder_piped,0,0,0.1,1,11,5,9,0,1,1,1,0,0,6,supplier_stockout,2022,7,39,pneumonia_child,0,39,0,14,8,658.0,51.0,1,solar,4
3688,referral_hospital,O2_0175,urban,199,1,1,1,1,LOX_bulk_tank,7,3,0.6,1,6,7,2,0,1,1,0,1,1,1,power_outage,2024,4,37,pneumonia_child,33,4,1,2,0,688.0,9.0,1,grid_unreliable,2
3689,referral_hospital,O2_0071,rural,243,1,1,1,1,LOX_bulk_tank,7,7,3.4,1,15,5,1,0,1,1,0,1,0,0,not_applicable,2022,3,48,severe_malaria,48,0,1,0,0,672.0,7.0,1,grid_reliable,0
3690,referral_hospital,O2_0089,peri_urban,249,1,1,1,1,cylinder_piped,0,0,1.5,1,13,7,0,0,1,1,1,1,1,12,power_outage,2024,8,44,trauma,32,12,1,2,0,822.0,18.0,0,solar,6
3691,referral_hospital,O2_0195,urban,209,1,1,1,1,LOX_bulk_tank,1,0,2.9,1,9,4,4,0,1,1,1,1,1,13,piping_system_leak,2023,11,41,pneumonia_child,26,15,1,6,0,742.0,19.0,1,none,4
3692,referral_hospital,O2_0130,rural,223,1,1,1,1,oxygen_concentrator,5,5,6.9,1,3,5,2,0,1,1,0,1,0,0,not_applicable,2021,1,35,neonatal_respiratory,20,15,1,7,0,670.0,6.0,1,none,6
3693,referral_hospital,O2_0082,peri_urban,268,1,1,1,1,cylinder_piped,0,0,1.1,1,4,8,11,0,1,1,0,0,0,4,demand_surge,2022,7,37,severe_malaria,0,37,0,9,10,563.0,31.0,1,grid_reliable,3
3694,referral_hospital,O2_0019,urban,259,1,1,1,1,oxygen_concentrator,6,5,5.4,1,10,7,2,0,1,1,1,1,0,0,not_applicable,2023,8,39,neonatal_respiratory,38,1,1,0,0,679.0,5.0,1,grid_reliable,6
3695,referral_hospital,O2_0178,peri_urban,273,1,1,1,1,oxygen_concentrator,8,5,5.3,1,8,6,0,0,1,1,1,1,0,0,not_applicable,2023,10,38,neonatal_respiratory,36,2,1,0,0,711.0,18.0,1,grid_reliable,0
3696,referral_hospital,O2_0079,rural,147,1,1,1,1,LOX_bulk_tank,6,4,1.0,1,5,5,7,0,1,1,0,1,1,0,not_applicable,2024,5,37,COVID19_severe,37,0,1,0,0,1046.0,3.0,1,grid_reliable,5
3697,referral_hospital,O2_0061,urban,285,1,1,1,1,oxygen_concentrator,7,4,6.0,1,6,3,18,0,1,1,0,1,1,0,not_applicable,2024,11,41,trauma,34,7,1,2,0,852.0,29.0,1,generator_only,9
3698,referral_hospital,O2_0076,urban,263,1,1,1,1,cylinder_piped,0,0,4.3,1,12,5,4,0,1,0,0,1,1,0,not_applicable,2023,11,50,COVID19_severe,31,19,0,4,0,903.0,6.0,0,solar,2
3699,referral_hospital,O2_0087,urban,253,1,1,1,1,PSA_plant_onsite,6,5,0.4,1,12,4,8,1,1,0,0,0,0,3,PSA_plant_breakdown,2022,11,34,neonatal_respiratory,0,34,0,16,5,760.0,10.0,1,generator_only,0
3700,referral_hospital,O2_0118,urban,244,1,1,1,1,oxygen_concentrator,5,3,5.3,1,15,4,3,0,1,1,1,1,0,0,not_applicable,2021,12,33,pneumonia_adult,22,11,1,2,0,506.0,76.0,1,grid_unreliable,12
3701,referral_hospital,O2_0193,urban,206,1,1,1,1,LOX_bulk_tank,7,7,4.4,1,9,2,0,0,1,1,1,0,0,16,empty_cylinders_not_collected,2024,4,45,pneumonia_adult,0,45,0,17,15,901.0,2.0,0,grid_reliable,1
3702,referral_hospital,O2_0083,urban,205,1,1,1,1,LOX_bulk_tank,0,0,2.0,1,3,9,3,0,1,1,1,1,0,15,power_outage,2022,5,34,sepsis,25,9,1,4,0,711.0,3.0,0,grid_reliable,6
3703,referral_hospital,O2_0073,urban,243,1,1,1,1,cylinder_piped,0,0,0.4,1,4,5,2,0,1,1,1,1,0,8,PSA_plant_breakdown,2022,3,32,asthma_severe,25,7,0,0,0,953.0,45.0,1,none,1
3704,referral_hospital,O2_0051,urban,275,1,1,1,1,oxygen_concentrator,9,7,2.9,1,10,7,5,0,1,1,1,0,0,5,PSA_plant_breakdown,2022,8,35,surgical_anaesthesia,0,35,0,9,14,824.0,7.0,1,grid_reliable,14
3705,referral_hospital,O2_0064,peri_urban,249,1,1,1,1,oxygen_concentrator,6,1,0.8,1,11,7,16,0,1,1,1,1,0,0,not_applicable,2022,10,50,sepsis,32,18,1,6,0,716.0,16.0,0,grid_reliable,9
3706,referral_hospital,O2_0076,peri_urban,265,1,1,1,1,PSA_plant_onsite,0,0,1.5,1,7,8,6,0,1,1,0,1,1,0,not_applicable,2024,8,42,pneumonia_child,42,0,1,0,0,612.0,7.0,1,grid_reliable,9
3707,referral_hospital,O2_0091,peri_urban,335,1,1,1,1,cylinder_piped,7,7,0.9,1,11,9,0,0,1,1,0,0,0,13,PSA_plant_breakdown,2024,10,35,pneumonia_child,0,35,0,10,10,885.0,8.0,0,grid_reliable,3
3708,referral_hospital,O2_0013,peri_urban,310,1,1,1,1,cylinder_portable,0,0,2.0,1,6,4,0,0,1,1,1,0,0,8,supplier_stockout,2023,11,42,neonatal_respiratory,0,42,0,9,18,940.0,27.0,1,grid_reliable,3
3709,referral_hospital,O2_0199,rural,256,1,1,1,1,PSA_plant_onsite,0,0,3.3,1,9,4,4,1,1,1,0,1,1,5,demand_surge,2021,12,45,severe_malaria,41,4,1,1,0,920.0,1.0,1,grid_reliable,0
3710,referral_hospital,O2_0123,peri_urban,271,1,1,1,1,oxygen_concentrator,6,3,2.9,1,13,9,7,0,1,1,1,1,1,1,concentrator_malfunction,2022,9,42,COPD_exacerbation,26,16,1,7,0,756.0,1.0,0,grid_unreliable,3
3711,referral_hospital,O2_0034,urban,259,1,1,1,1,PSA_plant_onsite,0,0,3.4,1,9,8,1,0,1,1,1,0,0,15,power_outage,2022,6,36,neonatal_respiratory,0,36,0,12,12,773.0,23.0,1,grid_reliable,1
3712,referral_hospital,O2_0139,rural,173,1,1,1,1,cylinder_portable,0,0,4.3,1,7,6,16,0,1,1,0,0,0,15,power_outage,2024,11,36,pneumonia_adult,0,36,0,12,17,913.0,6.0,1,grid_unreliable,2
3713,referral_hospital,O2_0041,urban,260,1,1,1,1,PSA_plant_onsite,0,0,7.6,1,9,4,1,0,1,0,0,1,0,0,not_applicable,2022,1,53,trauma,44,9,1,2,0,715.0,7.0,1,generator_only,0
3714,referral_hospital,O2_0030,urban,216,1,1,1,1,LOX_bulk_tank,0,0,2.1,1,9,3,8,0,1,1,1,1,1,0,not_applicable,2023,2,45,pneumonia_child,35,10,1,3,0,1035.0,32.0,0,generator_only,2
3715,referral_hospital,O2_0092,urban,204,1,1,1,1,PSA_plant_onsite,0,0,4.9,1,9,4,0,1,1,1,1,1,1,0,not_applicable,2024,11,33,sepsis,24,9,0,7,0,923.0,19.0,1,grid_reliable,19
3716,referral_hospital,O2_0003,peri_urban,259,1,1,1,1,cylinder_piped,0,0,0.2,1,16,4,0,0,1,1,1,0,0,2,PSA_plant_breakdown,2021,9,44,COPD_exacerbation,0,44,0,17,21,778.0,14.0,1,grid_reliable,0
3717,referral_hospital,O2_0124,rural,223,1,1,1,1,PSA_plant_onsite,0,0,2.6,1,10,2,11,1,1,1,1,1,1,0,not_applicable,2022,11,34,severe_malaria,32,2,1,1,0,663.0,7.0,1,grid_reliable,5
3718,referral_hospital,O2_0128,rural,301,1,1,1,1,cylinder_piped,6,1,0.6,1,9,4,0,0,1,1,1,1,1,0,not_applicable,2024,12,33,pneumonia_child,33,0,1,0,0,732.0,24.0,1,grid_unreliable,1
3719,referral_hospital,O2_0014,peri_urban,210,1,1,1,1,PSA_plant_onsite,0,0,0.7,1,8,6,1,1,1,1,1,1,1,0,not_applicable,2023,1,45,pneumonia_child,42,3,1,3,0,591.0,15.0,1,grid_reliable,10
3720,referral_hospital,O2_0168,rural,264,1,1,1,1,LOX_bulk_tank,0,0,2.3,1,16,4,3,0,1,0,0,0,0,13,regulator_valve_failure,2023,12,50,trauma,0,50,0,16,9,587.0,7.0,1,grid_reliable,4
3721,referral_hospital,O2_0182,urban,311,1,1,1,1,LOX_bulk_tank,0,0,1.2,1,17,6,2,0,1,1,1,1,0,0,not_applicable,2022,2,35,trauma,31,4,0,3,0,1182.0,7.0,1,grid_unreliable,0
3722,referral_hospital,O2_0073,urban,196,1,1,1,1,LOX_bulk_tank,0,0,3.7,1,16,11,0,0,1,1,1,1,1,0,not_applicable,2024,11,36,heart_failure,26,10,1,5,0,847.0,1.0,1,grid_reliable,8
3723,referral_hospital,O2_0043,urban,214,1,1,1,1,LOX_bulk_tank,0,0,5.3,1,17,2,11,0,1,1,1,1,1,0,not_applicable,2022,4,41,COVID19_severe,25,16,1,6,0,692.0,3.0,1,grid_reliable,3
3724,referral_hospital,O2_0156,urban,267,1,1,1,1,cylinder_piped,0,0,0.4,1,8,8,4,0,1,0,0,1,1,0,not_applicable,2022,6,42,trauma,39,3,1,0,0,705.0,16.0,1,grid_reliable,1
3725,referral_hospital,O2_0171,rural,310,1,1,1,1,oxygen_concentrator,8,4,2.4,1,11,2,0,0,1,1,1,1,1,0,not_applicable,2024,3,42,pneumonia_child,37,5,1,3,0,909.0,64.0,1,grid_unreliable,3
3726,referral_hospital,O2_0179,urban,349,1,1,1,1,LOX_bulk_tank,0,0,2.0,1,17,2,3,0,1,1,1,1,1,0,not_applicable,2024,2,38,trauma,30,8,1,3,0,677.0,6.0,1,none,3
3727,referral_hospital,O2_0091,rural,217,1,1,1,1,cylinder_piped,0,0,0.0,1,9,4,2,0,1,1,1,1,1,0,not_applicable,2022,5,46,surgical_anaesthesia,42,4,1,1,0,893.0,20.0,1,generator_only,11
3728,referral_hospital,O2_0153,urban,261,1,1,1,1,LOX_bulk_tank,0,0,2.9,1,8,1,0,0,1,1,0,1,1,0,not_applicable,2023,8,31,pneumonia_child,27,4,0,0,0,684.0,8.0,1,solar,1
3729,referral_hospital,O2_0168,urban,258,1,1,1,1,cylinder_portable,1,0,2.8,1,8,11,1,0,1,0,0,1,0,0,not_applicable,2021,6,49,pneumonia_child,32,17,1,7,0,644.0,9.0,0,grid_reliable,1
3730,referral_hospital,O2_0086,rural,297,1,1,1,1,PSA_plant_onsite,0,0,0.6,1,12,6,3,0,1,1,1,1,1,0,not_applicable,2024,2,38,COVID19_severe,38,0,1,0,0,659.0,9.0,1,grid_unreliable,2
3731,referral_hospital,O2_0063,urban,231,1,1,1,1,PSA_plant_onsite,4,2,0.2,1,7,3,8,1,1,1,0,1,1,5,demand_surge,2022,4,42,trauma,42,0,0,0,0,580.0,36.0,1,grid_reliable,21
3732,referral_hospital,O2_0107,peri_urban,242,1,1,1,1,LOX_bulk_tank,6,4,0.8,1,8,7,4,0,1,1,1,1,0,0,not_applicable,2023,9,39,trauma,26,13,1,3,0,883.0,2.0,1,grid_unreliable,0
3733,referral_hospital,O2_0062,urban,206,1,1,1,1,PSA_plant_onsite,0,0,2.0,1,8,5,1,1,1,1,0,1,1,0,not_applicable,2021,9,31,pneumonia_child,25,6,1,2,0,768.0,34.0,1,grid_unreliable,0
3734,referral_hospital,O2_0109,urban,293,1,1,1,1,cylinder_piped,4,2,15.7,1,10,5,13,0,1,1,0,1,1,0,not_applicable,2023,5,38,trauma,29,9,1,1,0,805.0,4.0,1,grid_reliable,6
3735,referral_hospital,O2_0185,rural,201,1,1,1,1,oxygen_concentrator,10,9,7.8,1,13,7,4,0,1,1,1,1,1,0,not_applicable,2024,3,48,pneumonia_child,40,8,1,2,0,621.0,18.0,1,grid_reliable,8
3736,referral_hospital,O2_0146,urban,247,1,1,1,1,PSA_plant_onsite,0,0,10.5,1,5,5,1,0,1,0,0,1,1,0,not_applicable,2022,2,47,other_hypoxemia,32,15,1,6,0,744.0,1.0,1,grid_reliable,8
3737,referral_hospital,O2_0127,urban,175,1,1,1,1,cylinder_piped,0,0,4.1,1,10,4,5,0,1,1,0,1,1,2,demand_surge,2023,3,33,asthma_severe,28,5,0,0,0,462.0,8.0,1,grid_unreliable,0
3738,referral_hospital,O2_0068,urban,332,1,1,1,1,oxygen_concentrator,6,4,0.3,1,5,1,5,0,1,1,1,1,0,0,not_applicable,2024,7,53,sepsis,53,0,1,0,0,936.0,18.0,1,grid_unreliable,5
3739,referral_hospital,O2_0051,urban,277,1,1,1,1,LOX_bulk_tank,0,0,1.4,1,6,7,2,0,1,0,0,1,1,0,not_applicable,2022,6,39,pneumonia_child,32,7,1,4,0,546.0,18.0,1,grid_unreliable,0
3740,referral_hospital,O2_0106,urban,211,1,1,1,1,PSA_plant_onsite,0,0,4.7,1,7,4,5,0,1,1,1,1,1,7,power_outage,2023,1,42,neonatal_respiratory,41,1,0,0,0,855.0,14.0,1,generator_only,0
3741,referral_hospital,O2_0126,urban,139,1,1,1,1,oxygen_concentrator,4,1,0.9,1,11,11,2,0,1,1,1,0,0,2,funding_for_refill,2023,3,41,asthma_severe,0,41,0,10,18,713.0,31.0,1,grid_reliable,0
3742,referral_hospital,O2_0150,peri_urban,252,1,1,1,1,oxygen_concentrator,11,8,8.8,1,14,6,4,0,1,1,1,1,1,1,power_outage,2023,5,44,COPD_exacerbation,39,5,1,3,0,660.0,6.0,1,grid_unreliable,4
3743,referral_hospital,O2_0099,rural,273,1,1,1,1,LOX_bulk_tank,0,0,5.4,1,12,4,14,0,1,0,0,1,1,0,not_applicable,2024,7,38,pneumonia_adult,37,1,1,0,0,882.0,18.0,1,grid_unreliable,0
3744,referral_hospital,O2_0117,urban,209,1,1,1,1,oxygen_concentrator,3,1,9.6,1,8,8,3,0,1,1,1,1,1,0,not_applicable,2023,5,37,asthma_severe,26,11,1,4,0,780.0,29.0,1,grid_unreliable,17
3745,referral_hospital,O2_0019,rural,267,1,1,1,1,LOX_bulk_tank,0,0,10.4,1,9,4,2,0,1,1,1,1,1,0,not_applicable,2023,12,42,COPD_exacerbation,38,4,1,1,0,767.0,41.0,1,grid_reliable,3
3746,referral_hospital,O2_0049,urban,253,1,1,1,1,LOX_bulk_tank,0,0,0.8,1,7,5,8,0,1,0,0,0,0,16,concentrator_malfunction,2022,2,40,neonatal_respiratory,0,40,0,13,12,661.0,11.0,1,grid_reliable,9
3747,referral_hospital,O2_0061,urban,227,1,1,1,1,LOX_bulk_tank,0,0,3.4,1,6,7,6,0,1,1,1,0,0,3,power_outage,2024,4,51,neonatal_respiratory,0,51,0,15,17,873.0,84.0,1,grid_reliable,4
3748,referral_hospital,O2_0133,rural,229,1,1,1,1,PSA_plant_onsite,0,0,2.6,1,9,6,3,1,1,1,0,1,1,0,not_applicable,2024,7,46,pneumonia_child,41,5,1,2,0,693.0,38.0,1,solar,5
3749,referral_hospital,O2_0109,rural,261,1,1,1,1,PSA_plant_onsite,0,0,1.1,1,12,5,2,1,1,0,0,1,1,0,not_applicable,2024,7,41,COPD_exacerbation,39,2,1,1,0,711.0,5.0,0,solar,7
3750,referral_hospital,O2_0109,rural,188,1,1,1,1,PSA_plant_onsite,0,0,6.1,1,8,5,8,1,1,1,1,1,1,2,piping_system_leak,2022,8,39,pneumonia_child,22,17,0,6,0,720.0,8.0,1,grid_reliable,8
3751,referral_hospital,O2_0156,urban,254,1,1,1,1,oxygen_concentrator,3,1,5.7,1,6,7,19,0,1,1,1,1,0,0,not_applicable,2024,3,42,neonatal_respiratory,34,8,1,2,0,865.0,4.0,1,grid_unreliable,1
3752,referral_hospital,O2_0175,urban,229,1,1,1,1,LOX_bulk_tank,0,0,10.1,1,10,6,1,0,1,1,1,0,0,1,cylinder_delivery_delay,2021,4,34,pneumonia_adult,0,34,0,11,10,804.0,0.0,1,generator_only,2
3753,referral_hospital,O2_0058,rural,327,1,1,1,1,LOX_bulk_tank,0,0,2.2,1,16,3,5,0,1,1,1,0,0,18,power_outage,2024,7,37,COPD_exacerbation,0,37,0,13,5,774.0,6.0,1,generator_only,3
3754,referral_hospital,O2_0030,urban,244,1,1,1,1,LOX_bulk_tank,0,0,0.9,1,5,2,10,0,1,1,1,1,1,0,not_applicable,2023,8,39,pneumonia_child,32,7,1,2,0,873.0,1.0,1,none,19
3755,referral_hospital,O2_0089,urban,256,1,1,1,1,PSA_plant_onsite,0,0,1.5,1,13,3,13,0,1,1,1,1,0,0,not_applicable,2021,1,46,pneumonia_child,46,0,1,0,0,803.0,6.0,0,grid_reliable,0
3756,referral_hospital,O2_0128,rural,271,1,1,1,1,LOX_bulk_tank,0,0,0.3,1,12,3,5,0,1,1,1,1,0,0,not_applicable,2024,4,41,sepsis,23,18,1,6,0,964.0,21.0,1,grid_reliable,16
3757,referral_hospital,O2_0124,urban,273,1,1,1,1,LOX_bulk_tank,0,0,0.1,1,8,3,1,0,1,1,1,0,0,30,PSA_plant_breakdown,2023,5,43,neonatal_respiratory,0,43,0,20,12,840.0,5.0,1,grid_unreliable,4
3758,referral_hospital,O2_0067,rural,260,1,1,1,1,LOX_bulk_tank,0,0,6.9,1,7,5,0,0,1,1,1,1,1,3,piping_system_leak,2024,6,35,surgical_anaesthesia,35,0,1,0,0,797.0,36.0,1,grid_unreliable,2
3759,referral_hospital,O2_0164,rural,269,1,1,1,1,cylinder_portable,2,1,3.5,1,9,7,0,0,1,1,0,0,0,26,PSA_plant_breakdown,2022,11,38,pneumonia_adult,0,38,0,13,18,767.0,5.0,1,generator_only,8
3760,referral_hospital,O2_0169,urban,208,1,1,1,1,LOX_bulk_tank,0,0,0.3,1,9,3,1,0,1,1,1,1,0,0,not_applicable,2023,6,36,other_hypoxemia,33,3,1,2,0,634.0,3.0,0,grid_reliable,0
3761,referral_hospital,O2_0005,urban,257,1,1,1,1,LOX_bulk_tank,6,5,4.6,1,11,8,3,0,1,1,1,1,1,0,not_applicable,2024,7,41,pneumonia_child,29,12,1,3,0,866.0,53.0,1,grid_reliable,10
3762,referral_hospital,O2_0072,rural,220,1,1,1,1,cylinder_piped,0,0,2.6,1,17,4,3,0,1,1,1,1,0,1,demand_surge,2024,12,44,neonatal_respiratory,44,0,0,0,0,961.0,0.0,1,grid_unreliable,2
3763,referral_hospital,O2_0176,urban,212,1,1,1,1,LOX_bulk_tank,4,2,2.6,1,9,7,11,0,1,0,0,0,0,15,no_oxygen_source,2022,8,33,heart_failure,0,33,0,9,7,764.0,2.0,1,grid_reliable,0
3764,referral_hospital,O2_0103,urban,272,1,1,1,1,PSA_plant_onsite,0,0,4.8,1,7,3,13,1,1,1,1,1,0,0,not_applicable,2023,11,37,pneumonia_child,28,9,1,2,0,791.0,2.0,0,grid_reliable,1
3765,referral_hospital,O2_0124,peri_urban,240,1,1,1,1,oxygen_concentrator,7,4,4.1,1,5,5,2,0,1,1,1,1,0,0,not_applicable,2023,8,48,heart_failure,48,0,1,0,0,1017.0,35.0,1,grid_unreliable,0
3766,referral_hospital,O2_0172,urban,258,1,1,1,1,oxygen_concentrator,3,1,3.1,1,10,3,6,0,1,1,1,1,1,0,not_applicable,2021,2,39,heart_failure,25,14,0,3,0,874.0,0.0,1,grid_unreliable,6
3767,referral_hospital,O2_0067,rural,169,1,1,1,1,cylinder_portable,8,5,1.5,1,8,6,2,0,1,1,0,1,1,0,not_applicable,2022,12,46,asthma_severe,33,13,1,4,0,875.0,3.0,1,grid_reliable,1
3768,referral_hospital,O2_0188,urban,282,1,1,1,1,PSA_plant_onsite,0,0,2.8,1,9,6,5,1,1,0,0,1,0,0,not_applicable,2021,7,49,COPD_exacerbation,29,20,1,10,0,1021.0,22.0,1,none,21
3769,referral_hospital,O2_0063,peri_urban,201,1,1,1,1,LOX_bulk_tank,0,0,6.1,1,7,7,1,0,1,1,1,1,0,0,not_applicable,2022,3,50,COPD_exacerbation,36,14,1,4,0,744.0,1.0,1,grid_reliable,0
3770,referral_hospital,O2_0060,urban,269,1,1,1,1,PSA_plant_onsite,0,0,0.9,1,12,5,0,1,1,1,1,1,1,0,not_applicable,2022,5,37,heart_failure,34,3,1,1,0,705.0,6.0,1,grid_unreliable,1
3771,referral_hospital,O2_0127,urban,188,1,1,1,1,oxygen_concentrator,3,2,6.8,1,12,6,2,0,1,0,0,0,0,7,concentrator_malfunction,2023,1,43,neonatal_respiratory,0,43,0,10,17,703.0,3.0,1,generator_only,0
3772,referral_hospital,O2_0028,urban,252,1,1,1,1,oxygen_concentrator,5,5,4.3,1,6,4,4,0,1,0,0,1,1,0,not_applicable,2021,12,44,sepsis,39,5,0,3,0,863.0,5.0,1,grid_unreliable,7
3773,referral_hospital,O2_0179,urban,176,1,1,1,1,cylinder_piped,0,0,0.5,1,12,9,9,0,1,1,1,1,1,0,not_applicable,2023,9,29,COVID19_severe,25,4,1,0,0,1003.0,15.0,1,grid_unreliable,4
3774,referral_hospital,O2_0129,urban,258,1,1,1,1,LOX_bulk_tank,0,0,5.3,1,5,7,1,0,1,1,1,1,1,9,empty_cylinders_not_collected,2024,9,31,heart_failure,31,0,1,0,0,864.0,0.0,1,generator_only,1
3775,referral_hospital,O2_0055,urban,265,1,1,1,1,LOX_bulk_tank,0,0,0.3,1,11,4,0,0,1,1,0,1,0,0,not_applicable,2022,10,41,pneumonia_child,30,11,1,6,0,814.0,19.0,0,grid_reliable,2
3776,referral_hospital,O2_0119,urban,285,1,1,1,1,LOX_bulk_tank,3,1,8.2,1,13,6,2,0,1,1,1,1,0,1,piping_system_leak,2024,11,31,pneumonia_child,24,7,1,4,0,922.0,4.0,1,grid_unreliable,3
3777,referral_hospital,O2_0095,urban,303,1,1,1,1,oxygen_concentrator,7,3,4.6,1,11,4,1,0,1,0,0,1,0,0,not_applicable,2024,9,39,trauma,26,13,1,4,0,825.0,9.0,1,grid_reliable,5
3778,referral_hospital,O2_0092,peri_urban,275,1,1,1,1,oxygen_concentrator,6,1,7.3,1,12,2,5,0,1,0,0,1,1,3,cylinder_delivery_delay,2023,8,41,trauma,31,10,1,5,0,944.0,10.0,0,grid_reliable,0
3779,referral_hospital,O2_0198,peri_urban,309,1,1,1,1,cylinder_piped,0,0,1.5,1,11,4,4,0,1,1,0,1,1,0,not_applicable,2022,2,39,pneumonia_child,34,5,1,2,0,849.0,24.0,1,grid_reliable,3
3780,referral_hospital,O2_0153,urban,300,1,1,1,1,LOX_bulk_tank,0,0,12.3,1,7,4,0,0,1,1,1,1,1,0,not_applicable,2024,9,38,sepsis,24,14,1,5,0,706.0,66.0,1,grid_reliable,0
3781,referral_hospital,O2_0074,peri_urban,222,1,1,1,1,oxygen_concentrator,3,2,12.8,1,6,2,4,0,1,1,1,1,1,15,demand_surge,2022,12,49,asthma_severe,49,0,1,0,0,884.0,5.0,0,grid_reliable,0
3782,referral_hospital,O2_0023,peri_urban,270,1,1,1,1,cylinder_portable,2,1,0.2,1,7,5,3,0,1,1,1,1,1,0,not_applicable,2023,12,37,surgical_anaesthesia,30,7,1,1,0,787.0,13.0,0,generator_only,1
3783,referral_hospital,O2_0096,urban,264,1,1,1,1,PSA_plant_onsite,0,0,2.5,1,8,4,25,1,1,1,0,0,0,11,PSA_plant_breakdown,2021,10,47,trauma,0,47,0,17,17,567.0,13.0,1,grid_reliable,0
3784,referral_hospital,O2_0052,rural,190,1,1,1,1,PSA_plant_onsite,0,0,2.1,1,9,4,3,1,1,1,1,1,0,10,PSA_plant_breakdown,2022,1,35,neonatal_respiratory,32,3,1,1,0,692.0,12.0,1,solar,1
3785,referral_hospital,O2_0141,rural,225,1,1,1,1,cylinder_portable,0,0,3.5,1,13,5,15,0,1,1,1,1,1,0,not_applicable,2022,5,39,COPD_exacerbation,21,18,1,5,0,854.0,20.0,1,grid_reliable,6
3786,referral_hospital,O2_0194,urban,255,1,1,1,1,PSA_plant_onsite,0,0,3.4,1,12,4,1,1,1,1,0,0,0,30,PSA_plant_breakdown,2024,9,31,pneumonia_adult,0,31,0,7,10,1063.0,0.0,1,grid_reliable,0
3787,referral_hospital,O2_0125,peri_urban,294,1,1,1,1,cylinder_piped,0,0,2.1,1,8,3,0,0,1,1,1,1,0,0,not_applicable,2022,3,29,other_hypoxemia,25,4,0,2,0,685.0,43.0,0,grid_reliable,13
3788,referral_hospital,O2_0152,urban,241,1,1,1,1,LOX_bulk_tank,6,5,0.1,1,11,7,12,0,1,1,1,1,1,0,not_applicable,2023,8,37,surgical_anaesthesia,33,4,1,1,0,684.0,28.0,1,grid_reliable,0
3789,referral_hospital,O2_0117,urban,267,1,1,1,1,PSA_plant_onsite,0,0,0.8,1,5,5,4,1,1,1,1,1,1,0,not_applicable,2024,2,29,COPD_exacerbation,29,0,1,0,0,975.0,50.0,1,grid_reliable,3
3790,referral_hospital,O2_0075,urban,284,1,1,1,1,cylinder_piped,0,0,0.7,1,14,5,0,0,1,1,0,0,0,2,cylinder_delivery_delay,2023,6,51,neonatal_respiratory,0,51,0,13,24,860.0,6.0,1,grid_unreliable,6
3791,referral_hospital,O2_0128,rural,337,1,1,1,1,PSA_plant_onsite,0,0,2.6,1,9,7,2,0,1,1,1,0,0,16,demand_surge,2021,10,39,severe_malaria,0,39,0,12,19,756.0,56.0,1,grid_reliable,7
3792,referral_hospital,O2_0143,urban,228,1,1,1,1,cylinder_piped,0,0,2.2,1,7,3,7,0,1,1,1,1,1,0,not_applicable,2023,11,46,heart_failure,38,8,1,0,0,617.0,14.0,0,grid_reliable,9
3793,referral_hospital,O2_0123,peri_urban,263,1,1,1,1,cylinder_piped,5,4,0.3,1,12,3,4,0,1,0,0,1,0,2,cylinder_delivery_delay,2022,7,23,severe_malaria,14,9,1,2,0,708.0,5.0,1,grid_unreliable,3
3794,referral_hospital,O2_0135,urban,267,1,1,1,1,LOX_bulk_tank,0,0,3.9,1,11,5,0,0,1,1,1,1,1,2,power_outage,2024,5,43,COVID19_severe,35,8,1,2,0,935.0,9.0,1,grid_reliable,8
3795,referral_hospital,O2_0023,urban,207,1,1,1,1,PSA_plant_onsite,0,0,3.5,1,8,3,4,1,1,1,1,1,1,0,not_applicable,2022,1,32,neonatal_respiratory,26,6,0,1,0,917.0,2.0,1,none,1
3796,referral_hospital,O2_0131,urban,231,1,1,1,1,cylinder_piped,0,0,3.9,1,10,6,3,0,1,0,0,1,1,1,PSA_plant_breakdown,2021,5,43,trauma,43,0,0,0,0,935.0,5.0,1,generator_only,1
3797,referral_hospital,O2_0042,urban,308,1,1,1,1,PSA_plant_onsite,0,0,1.7,1,16,7,11,0,1,1,0,1,1,0,not_applicable,2024,2,38,COPD_exacerbation,28,10,1,3,0,640.0,20.0,1,grid_reliable,1
3798,referral_hospital,O2_0005,urban,232,1,1,1,1,LOX_bulk_tank,0,0,10.3,1,14,6,1,0,1,1,1,0,0,1,supplier_stockout,2024,4,30,pneumonia_adult,0,30,0,3,14,900.0,45.0,1,solar,9
3799,referral_hospital,O2_0194,peri_urban,221,1,1,1,1,LOX_bulk_tank,0,0,0.3,1,14,3,2,0,1,1,1,1,1,0,not_applicable,2023,3,43,neonatal_respiratory,28,15,1,7,0,889.0,29.0,1,grid_reliable,5
3800,referral_hospital,O2_0167,urban,231,1,1,1,1,PSA_plant_onsite,0,0,0.3,1,14,9,3,0,1,0,0,0,0,18,concentrator_malfunction,2022,8,47,heart_failure,0,47,0,11,9,932.0,21.0,1,solar,1
3801,referral_hospital,O2_0025,urban,202,1,1,1,1,oxygen_concentrator,3,2,0.1,1,12,3,3,0,1,1,1,1,1,0,not_applicable,2024,6,50,neonatal_respiratory,37,13,0,5,0,921.0,0.0,1,generator_only,0
3802,referral_hospital,O2_0033,rural,219,1,1,1,1,LOX_bulk_tank,5,2,0.2,1,9,3,6,0,1,1,1,1,0,13,funding_for_refill,2021,12,34,pneumonia_child,28,6,1,2,0,921.0,16.0,1,grid_reliable,6
3803,referral_hospital,O2_0036,rural,241,1,1,1,1,cylinder_portable,5,2,0.1,1,8,3,0,0,1,1,1,1,1,0,not_applicable,2024,3,34,COVID19_severe,32,2,0,1,0,675.0,10.0,1,grid_unreliable,4
3804,referral_hospital,O2_0003,peri_urban,257,1,1,1,1,oxygen_concentrator,2,1,2.0,1,16,7,10,0,1,1,1,1,1,0,not_applicable,2023,12,29,trauma,23,6,0,2,0,758.0,1.0,1,grid_reliable,6
3805,referral_hospital,O2_0123,urban,200,1,1,1,1,PSA_plant_onsite,3,1,4.6,1,7,10,2,1,1,1,1,1,1,0,not_applicable,2021,2,40,neonatal_respiratory,35,5,1,2,0,576.0,15.0,1,grid_unreliable,5
3806,referral_hospital,O2_0168,rural,217,1,1,1,1,LOX_bulk_tank,3,1,0.9,1,13,6,0,0,1,1,0,1,1,1,power_outage,2023,9,45,surgical_anaesthesia,43,2,0,1,0,705.0,28.0,1,generator_only,1
3807,referral_hospital,O2_0112,rural,239,1,1,1,1,LOX_bulk_tank,5,3,12.4,1,12,8,12,0,1,1,1,1,1,0,not_applicable,2022,10,45,COPD_exacerbation,36,9,0,4,0,753.0,3.0,1,grid_reliable,5
3808,referral_hospital,O2_0024,urban,225,1,1,1,1,LOX_bulk_tank,0,0,0.0,1,10,5,3,0,1,1,1,1,1,0,not_applicable,2022,4,42,COPD_exacerbation,42,0,1,0,0,913.0,50.0,1,solar,6
3809,referral_hospital,O2_0144,peri_urban,275,1,1,1,1,LOX_bulk_tank,0,0,3.7,1,9,9,0,0,1,1,1,1,1,5,PSA_plant_breakdown,2022,11,34,pneumonia_child,28,6,0,2,0,664.0,13.0,0,grid_reliable,1
3810,referral_hospital,O2_0040,urban,280,1,1,1,1,PSA_plant_onsite,0,0,3.3,1,9,5,4,1,1,1,0,1,1,0,not_applicable,2023,3,38,sepsis,24,14,1,4,0,849.0,9.0,1,grid_reliable,3
3811,referral_hospital,O2_0020,urban,207,1,1,1,1,PSA_plant_onsite,0,0,0.6,1,14,8,9,1,1,1,1,1,0,0,not_applicable,2024,12,36,COPD_exacerbation,30,6,1,2,0,1031.0,27.0,1,grid_unreliable,1
3812,referral_hospital,O2_0040,urban,168,1,1,1,1,cylinder_piped,0,0,1.3,1,8,4,1,0,1,0,0,1,1,3,power_outage,2021,1,36,surgical_anaesthesia,33,3,1,1,0,1057.0,12.0,1,grid_reliable,7
3813,referral_hospital,O2_0087,rural,265,1,1,1,1,LOX_bulk_tank,4,1,0.1,1,11,6,1,0,1,0,0,1,1,0,not_applicable,2022,2,42,pneumonia_adult,42,0,1,0,0,965.0,8.0,0,grid_unreliable,3
3814,referral_hospital,O2_0010,rural,271,1,1,1,1,PSA_plant_onsite,0,0,11.1,1,14,5,8,1,1,1,1,1,1,0,not_applicable,2023,8,33,neonatal_respiratory,33,0,1,0,0,1070.0,30.0,1,grid_unreliable,5
3815,referral_hospital,O2_0016,urban,214,1,1,1,1,LOX_bulk_tank,3,3,0.2,1,14,3,5,0,1,1,0,1,1,0,not_applicable,2022,5,45,neonatal_respiratory,30,15,1,4,0,691.0,5.0,1,grid_reliable,13
3816,referral_hospital,O2_0018,urban,264,1,1,1,1,cylinder_piped,0,0,10.7,1,11,5,2,0,1,0,0,1,1,8,power_outage,2023,7,43,heart_failure,32,11,1,5,0,933.0,11.0,1,grid_unreliable,2
3817,referral_hospital,O2_0162,peri_urban,231,1,1,1,1,PSA_plant_onsite,0,0,0.8,1,1,6,11,0,1,0,0,1,1,0,not_applicable,2023,7,43,other_hypoxemia,32,11,0,3,0,805.0,15.0,1,generator_only,3
3818,referral_hospital,O2_0196,urban,261,1,1,1,1,LOX_bulk_tank,0,0,4.8,1,7,7,6,0,1,1,1,1,1,10,concentrator_malfunction,2024,5,44,pneumonia_adult,39,5,1,2,0,851.0,35.0,1,grid_unreliable,1
3819,referral_hospital,O2_0099,urban,245,1,1,1,1,PSA_plant_onsite,0,0,6.5,1,10,4,0,1,1,1,1,1,1,0,not_applicable,2024,9,43,heart_failure,33,10,1,3,0,903.0,33.0,1,generator_only,2
3820,referral_hospital,O2_0186,peri_urban,248,1,1,1,1,oxygen_concentrator,3,1,11.2,1,11,10,3,0,1,1,1,1,1,0,not_applicable,2024,6,45,pneumonia_adult,42,3,1,1,0,778.0,2.0,1,grid_reliable,3
3821,referral_hospital,O2_0177,rural,212,1,1,1,1,LOX_bulk_tank,0,0,2.8,1,10,5,2,0,1,1,0,1,1,12,concentrator_malfunction,2022,6,34,neonatal_respiratory,22,12,1,5,0,664.0,7.0,1,grid_unreliable,2
3822,referral_hospital,O2_0105,urban,219,1,1,1,1,PSA_plant_onsite,2,2,3.0,1,11,8,4,1,1,1,1,1,1,15,PSA_plant_breakdown,2024,4,30,pneumonia_adult,28,2,1,1,0,731.0,0.0,0,grid_unreliable,15
3823,referral_hospital,O2_0008,rural,282,1,1,1,1,oxygen_concentrator,7,4,3.2,1,11,1,15,0,1,1,1,0,0,4,PSA_plant_breakdown,2023,3,39,trauma,0,39,0,12,1,1033.0,2.0,1,grid_unreliable,2
3824,referral_hospital,O2_0131,rural,236,1,1,1,1,oxygen_concentrator,4,2,3.9,1,15,3,13,0,1,1,0,0,0,1,supplier_stockout,2024,1,41,COPD_exacerbation,0,41,0,24,9,1022.0,23.0,1,grid_unreliable,0
3825,referral_hospital,O2_0189,urban,288,1,1,1,1,cylinder_piped,0,0,1.2,1,5,9,1,0,1,1,1,1,1,1,PSA_plant_breakdown,2023,9,29,sepsis,27,2,0,0,0,843.0,48.0,1,grid_reliable,0
3826,referral_hospital,O2_0045,urban,188,1,1,1,1,PSA_plant_onsite,3,2,3.2,1,9,2,0,0,1,1,0,1,1,0,not_applicable,2024,7,34,sepsis,29,5,1,1,0,739.0,29.0,1,grid_reliable,9
3827,referral_hospital,O2_0041,urban,196,1,1,1,1,LOX_bulk_tank,0,0,5.3,1,11,2,1,0,1,1,1,1,1,0,not_applicable,2024,9,41,severe_malaria,39,2,0,2,0,897.0,13.0,0,grid_unreliable,17
3828,referral_hospital,O2_0017,urban,238,1,1,1,1,oxygen_concentrator,7,2,1.3,1,12,8,2,0,1,0,0,1,1,0,not_applicable,2023,5,43,pneumonia_child,43,0,1,0,0,912.0,40.0,1,grid_unreliable,6
3829,referral_hospital,O2_0081,urban,297,1,1,1,1,cylinder_piped,0,0,1.7,1,11,2,16,0,1,0,0,1,1,0,not_applicable,2023,9,38,pneumonia_child,27,11,1,4,0,554.0,7.0,1,grid_reliable,2
3830,referral_hospital,O2_0127,rural,253,1,1,1,1,cylinder_piped,0,0,3.4,1,3,4,1,0,1,1,1,1,1,0,not_applicable,2022,11,44,surgical_anaesthesia,44,0,1,0,0,903.0,6.0,1,grid_reliable,2
3831,referral_hospital,O2_0050,urban,321,1,1,1,1,PSA_plant_onsite,0,0,5.2,1,10,6,11,1,1,1,0,1,1,1,PSA_plant_breakdown,2021,11,28,severe_malaria,23,5,0,0,0,966.0,37.0,1,solar,0
3832,referral_hospital,O2_0095,peri_urban,280,1,1,1,1,LOX_bulk_tank,6,1,1.4,1,10,8,5,0,1,1,1,1,1,0,not_applicable,2023,12,52,pneumonia_child,46,6,0,1,0,799.0,7.0,1,grid_reliable,8
3833,referral_hospital,O2_0194,urban,270,1,1,1,1,cylinder_portable,3,1,2.1,1,11,6,4,0,1,1,1,1,0,0,not_applicable,2022,2,19,pneumonia_adult,15,4,1,2,0,1072.0,4.0,1,generator_only,0
3834,referral_hospital,O2_0183,peri_urban,224,1,1,1,1,LOX_bulk_tank,2,1,10.0,1,10,5,3,0,1,0,0,1,1,0,not_applicable,2022,4,41,pneumonia_child,25,16,1,6,0,685.0,22.0,1,none,0
3835,referral_hospital,O2_0138,urban,261,1,1,1,1,PSA_plant_onsite,0,0,1.6,1,15,8,1,1,1,1,1,1,1,1,PSA_plant_breakdown,2024,9,38,trauma,25,13,1,7,0,702.0,2.0,0,grid_reliable,6
3836,referral_hospital,O2_0091,peri_urban,220,1,1,1,1,LOX_bulk_tank,3,1,2.4,1,12,8,2,0,1,1,1,0,0,30,piping_system_leak,2021,2,37,COVID19_severe,0,37,0,15,9,933.0,22.0,1,grid_reliable,1
3837,referral_hospital,O2_0193,peri_urban,251,1,1,1,1,oxygen_concentrator,6,3,5.1,1,7,5,2,0,1,1,0,1,1,0,not_applicable,2021,1,37,pneumonia_adult,35,2,1,0,0,780.0,5.0,1,generator_only,6
3838,referral_hospital,O2_0075,peri_urban,254,1,1,1,1,oxygen_concentrator,6,2,2.9,1,9,5,0,0,1,1,1,1,1,0,not_applicable,2022,3,36,pneumonia_child,28,8,1,2,0,840.0,4.0,1,grid_unreliable,6
3839,referral_hospital,O2_0193,rural,197,1,1,1,1,cylinder_portable,0,0,4.0,1,9,8,1,0,1,1,1,1,1,0,not_applicable,2023,2,44,pneumonia_adult,33,11,1,4,0,1017.0,1.0,1,grid_reliable,14
3840,referral_hospital,O2_0185,urban,244,1,1,1,1,oxygen_concentrator,4,1,0.9,1,12,3,1,0,1,1,1,1,0,0,not_applicable,2024,5,41,COPD_exacerbation,41,0,1,0,0,865.0,32.0,1,grid_reliable,2
3841,referral_hospital,O2_0117,urban,270,1,1,1,1,LOX_bulk_tank,0,0,0.4,1,10,4,5,0,1,1,0,1,1,0,not_applicable,2023,4,48,other_hypoxemia,48,0,1,0,0,1017.0,8.0,1,grid_reliable,12
3842,referral_hospital,O2_0034,urban,257,1,1,1,1,PSA_plant_onsite,0,0,12.6,1,10,3,0,1,1,1,0,0,0,3,cylinder_delivery_delay,2022,3,28,sepsis,0,28,0,9,0,843.0,12.0,0,generator_only,0
3843,referral_hospital,O2_0080,urban,254,1,1,1,1,LOX_bulk_tank,0,0,0.3,1,11,6,2,0,1,1,0,1,1,5,cylinder_delivery_delay,2024,12,41,pneumonia_adult,41,0,1,0,0,836.0,1.0,1,grid_reliable,10
3844,referral_hospital,O2_0158,rural,284,1,1,1,1,PSA_plant_onsite,0,0,3.2,1,14,6,5,1,1,1,1,0,0,9,supplier_stockout,2023,5,42,COVID19_severe,0,42,0,15,9,890.0,17.0,1,grid_reliable,14
3845,referral_hospital,O2_0122,rural,232,1,1,1,1,cylinder_piped,0,0,6.9,1,4,6,0,0,1,0,0,0,0,16,demand_surge,2024,4,48,severe_malaria,0,48,0,20,11,636.0,4.0,1,grid_unreliable,7
3846,referral_hospital,O2_0018,rural,227,1,1,1,1,LOX_bulk_tank,0,0,0.6,1,13,5,5,0,1,1,1,1,1,2,demand_surge,2024,10,42,trauma,33,9,1,3,0,851.0,16.0,1,solar,3
3847,referral_hospital,O2_0023,urban,203,1,1,1,1,oxygen_concentrator,2,1,4.5,1,8,2,8,0,1,1,1,1,0,0,not_applicable,2021,2,45,heart_failure,28,17,1,5,0,875.0,44.0,1,grid_reliable,4
3848,referral_hospital,O2_0034,urban,181,1,1,1,1,PSA_plant_onsite,2,2,4.0,1,12,5,11,0,1,1,1,1,0,0,not_applicable,2022,9,48,pneumonia_adult,38,10,1,4,0,808.0,6.0,1,grid_reliable,6
3849,referral_hospital,O2_0088,rural,280,1,1,1,1,oxygen_concentrator,0,0,9.0,1,6,6,2,0,1,1,0,1,1,0,not_applicable,2022,7,41,asthma_severe,23,18,1,9,0,969.0,34.0,0,grid_reliable,0
3850,referral_hospital,O2_0033,urban,244,1,1,1,1,LOX_bulk_tank,4,3,2.0,1,9,7,2,0,1,0,0,1,1,0,not_applicable,2023,1,41,heart_failure,33,8,0,4,0,990.0,15.0,1,grid_unreliable,4
3851,referral_hospital,O2_0180,urban,199,1,1,1,1,LOX_bulk_tank,0,0,2.4,1,11,7,3,0,1,1,1,1,0,0,not_applicable,2024,2,35,surgical_anaesthesia,35,0,0,0,0,621.0,39.0,0,none,4
3852,referral_hospital,O2_0192,urban,200,1,1,1,1,LOX_bulk_tank,0,0,1.6,1,12,4,1,0,1,1,1,1,1,0,not_applicable,2024,8,42,sepsis,34,8,0,4,0,1013.0,24.0,1,solar,6
3853,referral_hospital,O2_0154,urban,223,1,1,1,1,cylinder_piped,0,0,2.0,1,10,4,2,0,1,1,1,1,1,0,not_applicable,2024,7,35,severe_malaria,32,3,1,0,0,845.0,0.0,0,grid_reliable,3
3854,referral_hospital,O2_0016,urban,287,1,1,1,1,PSA_plant_onsite,1,0,7.7,1,15,3,2,0,1,1,0,1,1,0,not_applicable,2023,10,52,neonatal_respiratory,43,9,1,4,0,731.0,27.0,0,grid_reliable,20
3855,referral_hospital,O2_0065,peri_urban,222,1,1,1,1,PSA_plant_onsite,0,0,4.3,1,6,6,1,1,1,1,1,1,1,1,funding_for_refill,2024,10,38,surgical_anaesthesia,31,7,1,3,0,1117.0,31.0,0,grid_unreliable,7
3856,referral_hospital,O2_0141,peri_urban,265,1,1,1,1,oxygen_concentrator,4,2,1.0,1,13,2,3,0,1,1,1,1,1,0,not_applicable,2021,12,39,COVID19_severe,39,0,1,0,0,627.0,21.0,1,none,0
3857,referral_hospital,O2_0064,urban,276,1,1,1,1,LOX_bulk_tank,0,0,2.1,1,5,5,0,0,1,1,1,1,1,0,not_applicable,2022,11,45,neonatal_respiratory,40,5,1,0,0,735.0,14.0,1,grid_reliable,7
3858,referral_hospital,O2_0153,urban,280,1,1,1,1,LOX_bulk_tank,0,0,2.5,1,9,5,0,0,1,1,1,1,1,0,not_applicable,2021,1,47,pneumonia_child,33,14,0,6,0,548.0,33.0,1,solar,7
3859,referral_hospital,O2_0062,rural,249,1,1,1,1,oxygen_concentrator,2,0,0.3,1,12,1,2,0,1,1,1,1,0,0,not_applicable,2021,3,58,neonatal_respiratory,34,24,1,7,0,682.0,3.0,1,grid_reliable,13
3860,referral_hospital,O2_0178,urban,279,1,1,1,1,PSA_plant_onsite,0,0,5.7,1,11,5,2,0,1,1,0,1,1,9,demand_surge,2024,11,39,surgical_anaesthesia,27,12,1,2,0,869.0,25.0,1,grid_reliable,7
3861,referral_hospital,O2_0064,urban,230,1,1,1,1,oxygen_concentrator,1,0,4.9,1,9,5,0,0,1,0,0,1,1,4,PSA_plant_breakdown,2024,1,43,pneumonia_child,38,5,1,2,0,836.0,3.0,1,generator_only,0
3862,referral_hospital,O2_0111,rural,255,1,1,1,1,oxygen_concentrator,10,2,0.1,1,20,7,5,0,1,1,1,1,1,0,not_applicable,2022,9,42,pneumonia_child,40,2,1,1,0,600.0,12.0,1,grid_unreliable,2
3863,referral_hospital,O2_0160,urban,235,1,1,1,1,PSA_plant_onsite,0,0,1.3,1,11,1,5,0,1,1,1,1,1,0,not_applicable,2024,10,38,neonatal_respiratory,31,7,0,2,0,541.0,30.0,1,generator_only,9
3864,referral_hospital,O2_0100,urban,238,1,1,1,1,oxygen_concentrator,3,2,0.6,1,13,2,11,0,1,1,0,0,0,7,power_outage,2023,4,40,severe_malaria,0,40,0,16,12,928.0,39.0,1,grid_unreliable,7
3865,referral_hospital,O2_0164,urban,176,1,1,1,1,PSA_plant_onsite,0,0,7.1,1,11,5,1,0,1,1,1,0,0,7,concentrator_malfunction,2021,1,34,trauma,0,34,0,18,3,728.0,2.0,1,grid_unreliable,3
3866,referral_hospital,O2_0104,peri_urban,201,1,1,1,1,PSA_plant_onsite,0,0,0.3,1,8,5,4,1,1,1,0,1,1,0,not_applicable,2024,10,40,pneumonia_adult,33,7,1,2,0,972.0,36.0,1,grid_reliable,11
3867,referral_hospital,O2_0176,urban,264,1,1,1,1,PSA_plant_onsite,0,0,1.5,1,13,4,1,0,1,1,1,1,0,0,not_applicable,2024,4,36,pneumonia_adult,29,7,1,3,0,671.0,89.0,1,grid_unreliable,1
3868,referral_hospital,O2_0119,peri_urban,282,1,1,1,1,PSA_plant_onsite,0,0,1.2,1,7,5,9,1,1,1,1,0,0,12,regulator_valve_failure,2024,5,41,severe_malaria,0,41,0,11,19,979.0,21.0,1,solar,0
3869,referral_hospital,O2_0092,urban,234,1,1,1,1,LOX_bulk_tank,0,0,3.6,1,11,6,1,0,1,1,1,1,1,0,not_applicable,2024,5,34,pneumonia_child,34,0,1,0,0,869.0,38.0,0,generator_only,2
3870,referral_hospital,O2_0090,rural,272,1,1,1,1,PSA_plant_onsite,4,2,1.5,1,13,2,3,1,1,1,1,1,1,0,not_applicable,2023,8,37,severe_malaria,37,0,1,0,0,869.0,14.0,1,grid_unreliable,4
3871,referral_hospital,O2_0074,urban,275,1,1,1,1,LOX_bulk_tank,0,0,0.3,1,13,4,0,0,1,1,1,1,0,1,demand_surge,2024,9,37,pneumonia_child,25,12,1,5,0,902.0,5.0,1,grid_reliable,2
3872,referral_hospital,O2_0048,peri_urban,249,1,1,1,1,LOX_bulk_tank,4,3,0.7,1,14,5,3,0,1,1,1,1,1,0,not_applicable,2022,12,42,COPD_exacerbation,37,5,1,2,0,1038.0,40.0,1,grid_reliable,1
3873,referral_hospital,O2_0060,rural,208,1,1,1,1,LOX_bulk_tank,0,0,2.7,1,9,5,6,0,1,1,1,1,1,0,not_applicable,2022,3,37,neonatal_respiratory,20,17,0,5,0,826.0,1.0,0,grid_unreliable,10
3874,referral_hospital,O2_0018,peri_urban,280,1,1,1,1,cylinder_piped,2,1,0.7,1,9,4,4,0,1,1,1,1,1,0,not_applicable,2024,7,30,COVID19_severe,19,11,0,3,0,926.0,53.0,1,generator_only,0
3875,referral_hospital,O2_0110,rural,222,1,1,1,1,PSA_plant_onsite,3,2,3.9,1,10,8,1,0,1,1,1,0,0,3,power_outage,2024,11,41,pneumonia_adult,0,41,0,18,15,902.0,20.0,1,grid_unreliable,11
3876,referral_hospital,O2_0136,urban,196,1,1,1,1,cylinder_piped,0,0,0.7,1,15,7,2,0,1,1,1,1,1,0,not_applicable,2023,6,40,trauma,35,5,1,2,0,945.0,41.0,1,grid_unreliable,0
3877,referral_hospital,O2_0103,rural,212,1,1,1,1,LOX_bulk_tank,9,7,5.4,1,16,6,1,0,1,1,1,1,0,0,not_applicable,2024,4,38,other_hypoxemia,35,3,1,0,0,481.0,11.0,1,grid_reliable,4
3878,referral_hospital,O2_0048,urban,329,1,1,1,1,PSA_plant_onsite,4,2,4.9,1,7,5,0,0,1,1,1,1,1,0,not_applicable,2023,12,38,asthma_severe,35,3,1,1,0,754.0,57.0,1,generator_only,5
3879,referral_hospital,O2_0144,urban,264,1,1,1,1,cylinder_piped,5,5,1.9,1,13,3,3,0,1,1,1,1,1,7,concentrator_malfunction,2021,1,53,severe_malaria,40,13,1,7,0,481.0,55.0,1,grid_reliable,4
3880,referral_hospital,O2_0134,peri_urban,232,1,1,1,1,LOX_bulk_tank,5,4,5.4,1,11,5,1,0,1,1,1,1,1,10,PSA_plant_breakdown,2022,11,39,severe_malaria,31,8,1,2,0,709.0,11.0,1,generator_only,2
3881,referral_hospital,O2_0167,rural,239,1,1,1,1,LOX_bulk_tank,0,0,1.5,1,5,4,0,0,1,1,1,1,0,0,not_applicable,2024,9,37,neonatal_respiratory,33,4,0,2,0,631.0,0.0,1,grid_reliable,2
3882,referral_hospital,O2_0198,peri_urban,279,1,1,1,1,cylinder_piped,0,0,4.7,1,13,1,0,0,1,1,1,0,0,7,no_oxygen_source,2021,4,35,sepsis,0,35,0,14,2,737.0,18.0,0,grid_reliable,0
3883,referral_hospital,O2_0036,urban,205,1,1,1,1,LOX_bulk_tank,0,0,3.1,1,11,3,0,0,1,1,1,1,1,0,not_applicable,2024,12,41,COVID19_severe,35,6,1,1,0,938.0,15.0,1,grid_reliable,3
3884,referral_hospital,O2_0188,urban,179,1,1,1,1,PSA_plant_onsite,0,0,0.9,1,14,5,11,0,1,1,1,1,1,0,not_applicable,2023,6,44,asthma_severe,36,8,0,3,0,494.0,14.0,1,solar,4
3885,referral_hospital,O2_0077,peri_urban,235,1,1,1,1,PSA_plant_onsite,0,0,2.0,1,15,6,0,1,1,1,0,1,1,2,cylinder_delivery_delay,2022,7,35,COPD_exacerbation,28,7,1,3,0,882.0,11.0,1,grid_unreliable,12
3886,referral_hospital,O2_0146,urban,249,1,1,1,1,oxygen_concentrator,6,5,6.0,1,10,8,0,0,1,1,1,1,1,0,not_applicable,2022,4,43,pneumonia_child,41,2,1,0,0,1098.0,2.0,1,grid_reliable,0
3887,referral_hospital,O2_0013,rural,232,1,1,1,1,PSA_plant_onsite,0,0,6.9,1,8,5,4,0,1,0,0,1,1,0,not_applicable,2024,9,46,asthma_severe,38,8,1,3,0,545.0,6.0,0,grid_unreliable,0
3888,referral_hospital,O2_0071,peri_urban,292,1,1,1,1,LOX_bulk_tank,0,0,1.0,1,10,3,1,0,1,1,1,1,1,3,concentrator_malfunction,2021,12,32,COPD_exacerbation,23,9,0,3,0,857.0,6.0,1,generator_only,7
3889,referral_hospital,O2_0177,peri_urban,247,1,1,1,1,PSA_plant_onsite,0,0,2.5,1,10,5,2,0,1,1,1,1,1,0,not_applicable,2023,11,37,asthma_severe,34,3,1,1,0,963.0,35.0,0,grid_reliable,2
3890,referral_hospital,O2_0195,peri_urban,262,1,1,1,1,LOX_bulk_tank,0,0,0.5,1,11,9,10,0,1,1,1,1,1,2,concentrator_malfunction,2021,6,33,surgical_anaesthesia,29,4,0,1,0,656.0,5.0,1,grid_reliable,1
3891,referral_hospital,O2_0160,urban,242,1,1,1,1,oxygen_concentrator,6,2,2.8,1,11,7,0,0,1,1,1,1,1,0,not_applicable,2023,1,50,surgical_anaesthesia,41,9,1,2,0,812.0,14.0,1,solar,2
3892,referral_hospital,O2_0170,urban,273,1,1,1,1,oxygen_concentrator,8,4,3.7,1,11,4,4,0,1,0,0,1,1,0,not_applicable,2021,5,40,pneumonia_child,40,0,1,0,0,903.0,17.0,1,grid_unreliable,2
3893,referral_hospital,O2_0162,peri_urban,289,1,1,1,1,LOX_bulk_tank,0,0,2.0,1,7,7,1,0,1,1,1,1,0,0,not_applicable,2022,8,43,severe_malaria,31,12,1,2,0,664.0,38.0,1,grid_reliable,0
3894,referral_hospital,O2_0079,urban,257,1,1,1,1,LOX_bulk_tank,0,0,5.7,1,10,8,2,0,1,1,1,1,1,7,demand_surge,2022,3,38,COVID19_severe,24,14,1,6,0,923.0,24.0,1,grid_reliable,1
3895,referral_hospital,O2_0054,rural,203,1,1,1,1,cylinder_piped,0,0,2.6,1,7,7,3,0,1,1,1,1,1,0,not_applicable,2023,4,40,COPD_exacerbation,29,11,0,4,0,631.0,14.0,1,grid_unreliable,1
3896,referral_hospital,O2_0109,peri_urban,237,1,1,1,1,oxygen_concentrator,7,5,4.8,1,11,1,3,0,1,1,0,0,0,1,power_outage,2024,4,39,COVID19_severe,0,39,0,19,7,808.0,52.0,1,grid_unreliable,14
3897,referral_hospital,O2_0069,urban,184,1,1,1,1,oxygen_concentrator,7,3,0.3,1,6,2,4,0,1,1,1,0,0,9,funding_for_refill,2023,4,38,pneumonia_adult,0,38,0,19,11,841.0,1.0,1,grid_reliable,5
3898,referral_hospital,O2_0073,urban,258,1,1,1,1,LOX_bulk_tank,5,4,1.5,1,16,2,6,0,1,1,1,0,0,6,cylinder_delivery_delay,2021,1,33,neonatal_respiratory,0,33,0,11,14,744.0,9.0,1,grid_unreliable,2
3899,referral_hospital,O2_0140,rural,274,1,1,1,1,oxygen_concentrator,5,1,0.1,1,15,1,2,0,1,1,0,1,0,0,not_applicable,2022,12,37,pneumonia_child,30,7,1,0,0,536.0,17.0,1,grid_reliable,0
3900,referral_hospital,O2_0024,urban,244,1,1,1,1,oxygen_concentrator,5,4,0.6,1,8,1,12,0,1,1,1,1,1,1,concentrator_malfunction,2022,3,42,neonatal_respiratory,32,10,1,4,0,702.0,5.0,1,grid_unreliable,3
3901,referral_hospital,O2_0127,rural,227,1,1,1,1,cylinder_piped,0,0,0.4,1,12,2,0,0,1,1,1,1,1,0,not_applicable,2023,5,42,pneumonia_adult,30,12,1,5,0,1177.0,7.0,1,grid_unreliable,0
3902,referral_hospital,O2_0107,rural,311,1,1,1,1,cylinder_piped,0,0,2.6,1,9,4,4,0,1,0,0,1,1,0,not_applicable,2024,1,37,neonatal_respiratory,30,7,1,5,0,748.0,23.0,1,grid_reliable,1
3903,referral_hospital,O2_0195,rural,314,1,1,1,1,oxygen_concentrator,4,3,2.2,1,11,6,7,0,1,1,1,0,0,25,regulator_valve_failure,2023,1,28,surgical_anaesthesia,0,28,0,10,10,844.0,17.0,1,generator_only,4
3904,referral_hospital,O2_0199,urban,251,1,1,1,1,PSA_plant_onsite,0,0,1.2,1,10,8,6,1,1,0,0,1,1,0,not_applicable,2024,5,45,other_hypoxemia,40,5,1,0,0,823.0,12.0,1,grid_reliable,3
3905,referral_hospital,O2_0014,urban,253,1,1,1,1,LOX_bulk_tank,0,0,9.7,1,13,2,1,0,1,1,1,1,1,0,not_applicable,2023,12,27,severe_malaria,21,6,0,1,0,634.0,12.0,0,grid_reliable,4
3906,referral_hospital,O2_0133,urban,247,1,1,1,1,oxygen_concentrator,8,5,1.1,1,17,11,0,0,1,1,1,1,1,0,not_applicable,2021,10,37,pneumonia_child,27,10,1,3,0,661.0,25.0,0,grid_reliable,2
3907,referral_hospital,O2_0047,urban,266,1,1,1,1,cylinder_portable,0,0,1.9,1,7,7,0,0,1,1,0,1,1,0,not_applicable,2023,5,32,surgical_anaesthesia,28,4,1,1,0,722.0,7.0,1,grid_reliable,3
3908,referral_hospital,O2_0118,rural,226,1,1,1,1,LOX_bulk_tank,4,2,0.7,1,5,5,7,0,1,1,1,0,0,7,concentrator_malfunction,2024,4,39,asthma_severe,0,39,0,12,0,832.0,14.0,1,grid_reliable,1
3909,referral_hospital,O2_0062,peri_urban,329,1,1,1,1,PSA_plant_onsite,4,2,1.6,1,4,5,1,1,1,1,1,1,0,6,funding_for_refill,2024,5,41,neonatal_respiratory,41,0,0,0,0,803.0,1.0,1,grid_unreliable,4
3910,referral_hospital,O2_0122,peri_urban,231,1,1,1,1,cylinder_piped,0,0,0.9,1,9,5,6,0,1,1,1,1,1,0,not_applicable,2022,6,45,pneumonia_adult,30,15,1,5,0,1069.0,9.0,1,grid_reliable,0
3911,referral_hospital,O2_0190,peri_urban,256,1,1,1,1,oxygen_concentrator,3,2,0.9,1,7,5,8,0,1,1,0,1,1,0,not_applicable,2023,6,36,neonatal_respiratory,26,10,1,3,0,809.0,33.0,1,grid_unreliable,23
3912,referral_hospital,O2_0061,peri_urban,284,1,1,1,1,PSA_plant_onsite,8,7,1.2,1,11,4,0,1,1,1,1,1,1,0,not_applicable,2022,6,33,trauma,29,4,1,0,0,853.0,4.0,1,grid_reliable,1
3913,referral_hospital,O2_0082,rural,240,1,1,1,1,PSA_plant_onsite,0,0,3.7,1,10,9,1,1,1,1,0,0,0,2,no_oxygen_source,2024,8,41,sepsis,0,41,0,16,7,759.0,23.0,1,generator_only,6
3914,referral_hospital,O2_0159,urban,182,1,1,1,1,LOX_bulk_tank,0,0,3.1,1,14,6,13,0,1,1,0,1,0,0,not_applicable,2021,11,35,pneumonia_adult,26,9,1,3,0,797.0,10.0,0,grid_unreliable,0
3915,referral_hospital,O2_0003,rural,269,1,1,1,1,LOX_bulk_tank,5,4,6.2,1,10,5,1,0,1,0,0,1,1,0,not_applicable,2024,12,36,heart_failure,20,16,1,3,0,909.0,8.0,1,grid_reliable,8
3916,referral_hospital,O2_0148,urban,269,1,1,1,1,PSA_plant_onsite,0,0,0.6,1,10,5,4,1,1,1,0,1,1,3,PSA_plant_breakdown,2024,2,40,pneumonia_adult,34,6,1,1,0,771.0,25.0,1,solar,11
3917,referral_hospital,O2_0121,urban,246,1,1,1,1,PSA_plant_onsite,0,0,4.9,1,12,5,0,1,1,1,1,1,0,0,not_applicable,2023,2,29,heart_failure,29,0,1,0,0,893.0,25.0,1,solar,7
3918,referral_hospital,O2_0086,urban,289,1,1,1,1,oxygen_concentrator,6,4,1.1,1,12,5,0,0,1,0,0,1,1,1,PSA_plant_breakdown,2023,9,46,COPD_exacerbation,46,0,1,0,0,1033.0,12.0,1,grid_unreliable,1
3919,referral_hospital,O2_0019,urban,279,1,1,1,1,PSA_plant_onsite,0,0,2.5,1,10,2,10,0,1,1,1,1,1,0,not_applicable,2021,6,42,COVID19_severe,24,18,0,9,0,888.0,18.0,0,grid_reliable,4
3920,referral_hospital,O2_0099,rural,335,1,1,1,1,PSA_plant_onsite,0,0,12.0,1,11,3,4,1,1,1,0,1,1,1,supplier_stockout,2024,12,46,neonatal_respiratory,28,18,1,7,0,845.0,1.0,1,none,10
3921,referral_hospital,O2_0024,urban,231,1,1,1,1,oxygen_concentrator,5,1,4.0,1,12,7,15,0,1,1,0,1,1,0,not_applicable,2024,11,29,neonatal_respiratory,22,7,1,3,0,636.0,1.0,1,grid_reliable,0
3922,referral_hospital,O2_0103,urban,237,1,1,1,1,LOX_bulk_tank,0,0,3.6,1,9,5,2,0,1,1,0,1,1,0,not_applicable,2022,3,34,trauma,18,16,1,7,0,762.0,14.0,1,generator_only,2
3923,referral_hospital,O2_0079,peri_urban,226,1,1,1,1,LOX_bulk_tank,6,5,7.8,1,16,7,0,0,1,1,1,1,1,0,not_applicable,2022,3,38,pneumonia_child,19,19,1,7,0,901.0,0.0,1,grid_reliable,15
3924,referral_hospital,O2_0174,urban,277,1,1,1,1,cylinder_piped,0,0,0.8,1,15,3,20,0,1,1,0,1,0,9,power_outage,2024,8,39,COPD_exacerbation,20,19,1,8,0,691.0,1.0,1,grid_unreliable,3
3925,referral_hospital,O2_0008,urban,216,1,1,1,1,cylinder_portable,0,0,7.1,1,9,2,3,0,1,1,0,0,0,28,power_outage,2022,3,40,COPD_exacerbation,0,40,0,21,12,895.0,0.0,1,generator_only,0
3926,referral_hospital,O2_0080,urban,231,1,1,1,1,LOX_bulk_tank,4,2,4.9,1,7,5,2,0,1,1,1,1,1,0,not_applicable,2024,5,36,heart_failure,22,14,0,8,0,827.0,15.0,1,grid_reliable,1
3927,referral_hospital,O2_0190,urban,266,1,1,1,1,PSA_plant_onsite,0,0,1.6,1,6,5,18,0,1,1,0,0,0,1,no_oxygen_source,2021,12,33,neonatal_respiratory,0,33,0,11,12,701.0,3.0,0,solar,12
3928,referral_hospital,O2_0126,rural,181,1,1,1,1,cylinder_piped,0,0,2.7,1,6,6,0,0,1,1,1,1,0,0,not_applicable,2024,12,34,pneumonia_child,20,14,1,5,0,821.0,19.0,1,grid_unreliable,15
3929,referral_hospital,O2_0123,urban,273,1,1,1,1,LOX_bulk_tank,5,3,0.1,1,10,5,8,0,1,1,1,1,1,0,not_applicable,2024,9,35,asthma_severe,26,9,1,3,0,691.0,20.0,1,grid_unreliable,8
3930,referral_hospital,O2_0195,peri_urban,231,1,1,1,1,LOX_bulk_tank,0,0,3.3,1,5,5,19,0,1,1,0,1,1,0,not_applicable,2024,2,40,severe_malaria,25,15,1,6,0,955.0,56.0,1,grid_unreliable,2
3931,referral_hospital,O2_0054,urban,326,1,1,1,1,PSA_plant_onsite,0,0,0.6,1,9,5,0,0,1,1,1,1,1,0,not_applicable,2023,10,39,neonatal_respiratory,28,11,1,2,0,539.0,9.0,1,grid_unreliable,1
3932,referral_hospital,O2_0028,urban,295,1,1,1,1,PSA_plant_onsite,0,0,0.4,1,10,2,3,1,1,1,1,1,1,0,not_applicable,2021,11,44,trauma,33,11,0,2,0,758.0,4.0,0,grid_reliable,17
3933,referral_hospital,O2_0105,urban,217,1,1,1,1,LOX_bulk_tank,0,0,0.8,1,9,6,14,0,1,0,0,1,1,0,not_applicable,2021,6,32,COVID19_severe,30,2,1,1,0,1103.0,4.0,1,generator_only,1
3934,referral_hospital,O2_0199,urban,243,1,1,1,1,cylinder_piped,0,0,0.9,1,7,6,0,0,1,1,0,1,1,4,demand_surge,2022,12,43,severe_malaria,43,0,1,0,0,908.0,1.0,1,generator_only,2
3935,referral_hospital,O2_0009,urban,324,1,1,1,1,PSA_plant_onsite,9,6,3.5,1,16,11,5,0,1,1,0,1,0,0,not_applicable,2024,6,50,pneumonia_adult,48,2,0,1,0,684.0,10.0,1,none,6
3936,referral_hospital,O2_0061,urban,275,1,1,1,1,PSA_plant_onsite,3,1,3.7,1,8,6,7,1,1,1,1,0,0,9,empty_cylinders_not_collected,2022,6,39,sepsis,0,39,0,13,11,594.0,20.0,0,grid_reliable,3
3937,referral_hospital,O2_0191,rural,213,1,1,1,1,cylinder_piped,0,0,11.4,1,15,5,1,0,1,1,1,1,1,0,not_applicable,2024,3,49,heart_failure,49,0,1,0,0,606.0,2.0,0,grid_reliable,12
3938,referral_hospital,O2_0103,urban,278,1,1,1,1,cylinder_portable,0,0,2.3,1,11,10,0,0,1,1,1,1,1,0,not_applicable,2023,10,33,asthma_severe,18,15,1,1,0,875.0,26.0,1,solar,3
3939,referral_hospital,O2_0145,rural,272,1,1,1,1,cylinder_portable,0,0,0.2,1,16,3,14,0,1,1,1,1,1,1,concentrator_malfunction,2024,9,43,pneumonia_child,40,3,1,1,0,655.0,7.0,1,grid_reliable,0
3940,referral_hospital,O2_0072,urban,299,1,1,1,1,cylinder_piped,0,0,2.1,1,13,2,2,0,1,1,1,1,1,0,not_applicable,2024,7,45,COPD_exacerbation,40,5,1,3,0,739.0,29.0,1,grid_reliable,0
3941,referral_hospital,O2_0179,rural,280,1,1,1,1,oxygen_concentrator,2,2,0.7,1,14,7,1,0,1,1,1,0,0,3,power_outage,2023,4,42,trauma,0,42,0,20,15,855.0,10.0,0,grid_reliable,3
3942,referral_hospital,O2_0110,urban,356,1,1,1,1,PSA_plant_onsite,0,0,11.7,1,4,4,0,0,1,1,1,1,1,5,power_outage,2023,4,42,COVID19_severe,18,24,1,7,0,617.0,22.0,1,grid_reliable,0
3943,referral_hospital,O2_0047,rural,347,1,1,1,1,PSA_plant_onsite,0,0,2.1,1,7,5,6,1,1,1,1,1,1,0,not_applicable,2024,11,37,severe_malaria,31,6,1,1,0,768.0,5.0,1,generator_only,0
3944,referral_hospital,O2_0151,urban,217,1,1,1,1,LOX_bulk_tank,7,5,1.4,1,11,2,1,0,1,1,1,1,1,1,concentrator_malfunction,2023,1,44,neonatal_respiratory,41,3,1,2,0,928.0,8.0,1,grid_reliable,1
3945,referral_hospital,O2_0012,peri_urban,339,1,1,1,1,LOX_bulk_tank,0,0,0.9,1,10,4,24,0,1,1,1,1,1,0,not_applicable,2024,1,50,COPD_exacerbation,37,13,1,3,0,701.0,32.0,1,grid_reliable,5
3946,referral_hospital,O2_0130,rural,257,1,1,1,1,oxygen_concentrator,7,6,3.2,1,12,6,6,0,1,1,1,1,0,2,PSA_plant_breakdown,2022,6,47,COPD_exacerbation,37,10,0,4,0,1233.0,19.0,0,grid_reliable,6
3947,referral_hospital,O2_0175,urban,201,1,1,1,1,LOX_bulk_tank,0,0,13.0,1,4,1,1,0,1,1,1,1,1,0,not_applicable,2024,6,34,pneumonia_adult,22,12,1,5,0,829.0,5.0,1,grid_reliable,0
3948,referral_hospital,O2_0054,peri_urban,230,1,1,1,1,LOX_bulk_tank,0,0,3.6,1,8,8,10,0,1,1,1,1,1,1,power_outage,2022,7,31,sepsis,24,7,1,3,0,962.0,0.0,1,grid_reliable,0
3949,referral_hospital,O2_0185,peri_urban,262,1,1,1,1,PSA_plant_onsite,0,0,3.6,1,7,6,2,1,1,1,0,0,0,15,concentrator_malfunction,2021,12,47,severe_malaria,0,47,0,15,14,967.0,57.0,0,none,7
3950,referral_hospital,O2_0150,urban,258,1,1,1,1,oxygen_concentrator,5,3,7.5,1,11,2,2,0,1,1,0,1,1,0,not_applicable,2023,2,29,COVID19_severe,23,6,0,2,0,804.0,22.0,0,generator_only,3
3951,referral_hospital,O2_0191,urban,335,1,1,1,1,PSA_plant_onsite,0,0,16.2,1,5,4,4,0,1,1,1,1,1,0,not_applicable,2024,9,40,pneumonia_adult,37,3,1,1,0,1126.0,1.0,0,grid_unreliable,7
3952,referral_hospital,O2_0111,urban,162,1,1,1,1,PSA_plant_onsite,0,0,1.0,1,10,4,1,0,1,1,1,1,1,6,supplier_stockout,2023,4,41,neonatal_respiratory,40,1,1,1,0,545.0,12.0,1,grid_unreliable,2
3953,referral_hospital,O2_0148,peri_urban,175,1,1,1,1,oxygen_concentrator,2,1,0.2,1,8,3,3,0,1,1,0,1,0,0,not_applicable,2022,9,45,severe_malaria,42,3,1,1,0,1201.0,7.0,1,generator_only,2
3954,referral_hospital,O2_0074,urban,260,1,1,1,1,cylinder_piped,0,0,1.4,1,4,2,2,0,1,1,0,0,0,12,concentrator_malfunction,2022,3,35,pneumonia_adult,0,35,0,17,0,409.0,2.0,0,grid_reliable,2
3955,referral_hospital,O2_0160,urban,285,1,1,1,1,cylinder_piped,0,0,0.1,1,9,3,0,0,1,1,1,1,1,0,not_applicable,2022,2,37,severe_malaria,24,13,1,3,0,785.0,21.0,0,grid_reliable,7
3956,referral_hospital,O2_0089,peri_urban,265,1,1,1,1,PSA_plant_onsite,7,6,2.4,1,9,3,9,1,1,1,1,1,1,0,not_applicable,2021,11,47,pneumonia_child,42,5,1,3,0,1043.0,3.0,1,grid_reliable,6
3957,referral_hospital,O2_0137,rural,181,1,1,1,1,LOX_bulk_tank,5,2,0.3,1,17,6,0,0,1,1,0,0,0,13,power_outage,2024,3,45,other_hypoxemia,0,45,0,21,8,924.0,9.0,0,grid_reliable,18
3958,referral_hospital,O2_0154,urban,214,1,1,1,1,cylinder_piped,0,0,1.7,1,10,9,1,0,1,0,0,1,0,8,concentrator_malfunction,2022,8,53,COPD_exacerbation,47,6,0,1,0,471.0,1.0,0,generator_only,0
3959,referral_hospital,O2_0114,urban,264,1,1,1,1,PSA_plant_onsite,4,2,0.9,1,7,6,3,1,1,1,1,0,0,19,PSA_plant_breakdown,2022,5,45,trauma,0,45,0,16,13,808.0,3.0,1,grid_unreliable,4
3960,referral_hospital,O2_0172,peri_urban,273,1,1,1,1,LOX_bulk_tank,0,0,1.8,1,15,7,9,0,1,1,0,1,0,0,not_applicable,2022,9,60,neonatal_respiratory,51,9,1,3,0,838.0,3.0,0,grid_reliable,1
3961,referral_hospital,O2_0197,urban,237,1,1,1,1,cylinder_piped,0,0,9.9,1,8,8,3,0,1,0,0,1,1,1,power_outage,2023,5,29,heart_failure,15,14,1,2,0,1015.0,7.0,0,none,4
3962,referral_hospital,O2_0194,urban,300,1,1,1,1,LOX_bulk_tank,0,0,0.1,1,13,3,2,0,1,1,1,0,0,4,PSA_plant_breakdown,2024,8,57,sepsis,0,57,0,24,18,778.0,1.0,0,generator_only,4
3963,referral_hospital,O2_0169,rural,240,1,1,1,1,LOX_bulk_tank,0,0,8.7,1,4,6,0,0,1,1,0,1,1,0,not_applicable,2024,8,56,neonatal_respiratory,37,19,1,7,0,738.0,20.0,1,grid_unreliable,0
3964,referral_hospital,O2_0108,urban,307,1,1,1,1,LOX_bulk_tank,3,1,4.5,1,6,6,0,0,1,1,1,1,1,0,not_applicable,2022,2,35,asthma_severe,32,3,1,1,0,846.0,2.0,1,solar,5
3965,referral_hospital,O2_0052,urban,251,1,1,1,1,cylinder_piped,0,0,1.0,1,9,5,10,0,1,1,0,1,1,0,not_applicable,2024,8,36,trauma,36,0,1,0,0,971.0,2.0,1,generator_only,0
3966,referral_hospital,O2_0092,rural,221,1,1,1,1,LOX_bulk_tank,0,0,2.6,1,9,2,3,0,1,1,1,1,1,0,not_applicable,2023,12,44,trauma,25,19,1,6,0,603.0,24.0,0,grid_unreliable,1
3967,referral_hospital,O2_0187,urban,232,1,1,1,1,cylinder_piped,5,3,7.3,1,13,2,1,0,1,1,0,1,1,0,not_applicable,2021,10,44,severe_malaria,30,14,1,4,0,771.0,4.0,1,none,9
3968,referral_hospital,O2_0097,urban,229,1,1,1,1,oxygen_concentrator,5,4,5.8,1,10,4,0,0,1,1,1,0,0,1,supplier_stockout,2024,8,35,COPD_exacerbation,0,35,0,14,3,862.0,7.0,1,generator_only,4
3969,referral_hospital,O2_0065,rural,179,1,1,1,1,LOX_bulk_tank,0,0,0.1,1,11,7,15,0,1,1,1,1,1,1,PSA_plant_breakdown,2024,5,35,pneumonia_adult,35,0,1,0,0,884.0,29.0,1,grid_unreliable,2
3970,referral_hospital,O2_0031,urban,227,1,1,1,1,cylinder_piped,0,0,0.2,1,10,5,1,0,1,1,0,1,1,0,not_applicable,2024,5,41,pneumonia_adult,32,9,1,3,0,925.0,1.0,1,solar,20
3971,referral_hospital,O2_0137,urban,252,1,1,1,1,PSA_plant_onsite,0,0,13.1,1,6,4,2,0,1,1,0,1,1,0,not_applicable,2023,9,46,neonatal_respiratory,40,6,1,1,0,881.0,33.0,0,grid_unreliable,8
3972,referral_hospital,O2_0153,urban,236,1,1,1,1,PSA_plant_onsite,0,0,2.1,1,7,2,1,0,1,1,1,1,0,0,not_applicable,2023,1,28,COVID19_severe,21,7,1,5,0,610.0,18.0,0,solar,8
3973,referral_hospital,O2_0136,urban,227,1,1,1,1,cylinder_piped,0,0,0.4,1,13,3,2,0,1,1,1,1,1,0,not_applicable,2024,1,29,severe_malaria,25,4,1,1,0,723.0,3.0,1,none,12
3974,referral_hospital,O2_0130,rural,177,1,1,1,1,LOX_bulk_tank,0,0,4.2,1,10,8,4,0,1,1,1,0,0,15,piping_system_leak,2023,9,46,asthma_severe,0,46,0,14,6,922.0,15.0,1,grid_reliable,1
3975,referral_hospital,O2_0183,peri_urban,285,1,1,1,1,oxygen_concentrator,6,4,1.6,1,17,3,1,0,1,0,0,1,0,0,not_applicable,2022,2,42,surgical_anaesthesia,31,11,1,2,0,877.0,28.0,1,grid_reliable,5
3976,referral_hospital,O2_0153,rural,246,1,1,1,1,LOX_bulk_tank,0,0,2.8,1,12,7,3,0,1,1,1,0,0,1,power_outage,2023,3,39,severe_malaria,0,39,0,15,5,604.0,8.0,1,generator_only,0
3977,referral_hospital,O2_0056,urban,212,1,1,1,1,cylinder_piped,5,2,0.2,1,11,4,1,0,1,1,0,1,1,0,not_applicable,2021,7,41,sepsis,41,0,1,0,0,907.0,11.0,1,grid_reliable,11
3978,referral_hospital,O2_0044,peri_urban,257,1,1,1,1,cylinder_piped,0,0,4.6,1,8,9,6,0,1,1,1,1,1,0,not_applicable,2023,6,34,severe_malaria,34,0,0,0,0,879.0,37.0,1,grid_reliable,0
3979,referral_hospital,O2_0049,peri_urban,290,1,1,1,1,cylinder_piped,0,0,0.1,1,13,9,0,0,1,1,1,0,0,8,concentrator_malfunction,2022,10,49,pneumonia_child,0,49,0,17,11,655.0,2.0,0,solar,0
3980,referral_hospital,O2_0006,peri_urban,224,1,1,1,1,LOX_bulk_tank,5,2,2.0,1,9,12,1,0,1,1,0,1,1,0,not_applicable,2023,3,45,pneumonia_adult,37,8,1,5,0,517.0,25.0,0,grid_reliable,3
3981,referral_hospital,O2_0122,peri_urban,246,1,1,1,1,PSA_plant_onsite,0,0,0.5,1,10,10,7,1,1,1,0,1,1,0,not_applicable,2024,5,28,COVID19_severe,24,4,1,1,0,802.0,27.0,1,grid_reliable,7
3982,referral_hospital,O2_0073,rural,196,1,1,1,1,LOX_bulk_tank,0,0,1.2,1,16,2,1,0,1,1,1,1,1,0,not_applicable,2022,7,49,pneumonia_child,41,8,1,5,0,864.0,9.0,1,grid_reliable,6
3983,referral_hospital,O2_0135,rural,233,1,1,1,1,cylinder_piped,0,0,0.7,1,12,4,0,0,1,1,1,1,0,0,not_applicable,2024,5,49,other_hypoxemia,32,17,1,8,0,849.0,5.0,1,grid_reliable,2
3984,referral_hospital,O2_0060,urban,238,1,1,1,1,cylinder_portable,0,0,1.2,1,9,2,0,0,1,1,1,1,1,8,cylinder_delivery_delay,2021,8,30,sepsis,26,4,1,2,0,1040.0,3.0,1,solar,0
3985,referral_hospital,O2_0156,urban,282,1,1,1,1,LOX_bulk_tank,0,0,0.4,1,10,5,9,0,1,1,1,1,0,10,concentrator_malfunction,2022,10,50,pneumonia_adult,40,10,1,4,0,608.0,3.0,0,generator_only,6
3986,referral_hospital,O2_0132,urban,307,1,1,1,1,oxygen_concentrator,9,7,0.9,1,11,5,3,0,1,1,1,1,1,0,not_applicable,2023,10,37,pneumonia_child,24,13,0,3,0,958.0,7.0,1,generator_only,3
3987,referral_hospital,O2_0121,urban,227,1,1,1,1,LOX_bulk_tank,0,0,0.6,1,17,4,3,0,1,1,0,1,1,0,not_applicable,2023,12,30,heart_failure,23,7,1,2,0,810.0,8.0,1,grid_reliable,12
3988,referral_hospital,O2_0136,urban,306,1,1,1,1,LOX_bulk_tank,0,0,8.6,1,14,6,11,0,1,1,1,0,0,2,supplier_stockout,2023,11,34,COVID19_severe,0,34,0,9,4,932.0,3.0,1,grid_reliable,0
3989,referral_hospital,O2_0034,urban,191,1,1,1,1,oxygen_concentrator,8,4,0.3,1,18,4,22,0,1,1,0,0,0,8,demand_surge,2024,11,51,COPD_exacerbation,0,51,0,17,19,820.0,21.0,1,solar,2
3990,referral_hospital,O2_0180,urban,251,1,1,1,1,PSA_plant_onsite,6,3,2.0,1,6,6,4,0,1,1,0,1,1,0,not_applicable,2023,7,37,sepsis,32,5,1,0,0,1280.0,16.0,1,grid_unreliable,9
3991,referral_hospital,O2_0025,peri_urban,309,1,1,1,1,cylinder_piped,0,0,2.4,1,4,2,13,0,1,1,0,1,1,1,empty_cylinders_not_collected,2024,1,39,COVID19_severe,35,4,1,1,0,669.0,3.0,1,generator_only,0
3992,referral_hospital,O2_0135,rural,206,1,1,1,1,oxygen_concentrator,4,2,0.1,1,12,3,0,0,1,1,1,1,1,0,not_applicable,2022,4,36,COVID19_severe,28,8,1,5,0,1059.0,13.0,1,none,3
3993,referral_hospital,O2_0027,urban,250,1,1,1,1,LOX_bulk_tank,0,0,0.0,1,7,3,1,0,1,1,1,1,0,0,not_applicable,2024,10,53,surgical_anaesthesia,37,16,1,3,0,913.0,26.0,1,grid_reliable,1
3994,referral_hospital,O2_0014,urban,244,1,1,1,1,LOX_bulk_tank,0,0,2.6,1,7,5,0,0,1,1,1,1,1,0,not_applicable,2022,3,36,pneumonia_child,32,4,0,2,0,974.0,24.0,1,grid_reliable,0
3995,referral_hospital,O2_0161,rural,287,1,1,1,1,LOX_bulk_tank,1,0,10.7,1,17,1,5,0,1,1,1,1,1,0,not_applicable,2023,8,57,pneumonia_child,41,16,1,9,0,850.0,2.0,0,grid_reliable,1
3996,referral_hospital,O2_0099,urban,215,1,1,1,1,LOX_bulk_tank,0,0,1.2,1,13,4,33,0,1,1,1,1,1,0,not_applicable,2023,3,39,pneumonia_child,36,3,1,2,0,665.0,11.0,1,grid_reliable,7
3997,referral_hospital,O2_0175,peri_urban,215,1,1,1,1,oxygen_concentrator,3,1,4.6,1,16,2,1,0,1,0,0,1,0,0,not_applicable,2024,1,37,pneumonia_child,29,8,0,4,0,918.0,27.0,1,solar,9
3998,referral_hospital,O2_0118,rural,243,1,1,1,1,oxygen_concentrator,5,4,2.1,1,9,5,0,0,1,0,0,1,1,0,not_applicable,2023,1,44,severe_malaria,36,8,1,2,0,955.0,9.0,1,grid_reliable,1
3999,referral_hospital,O2_0095,peri_urban,233,1,1,1,1,PSA_plant_onsite,0,0,12.1,1,11,8,8,0,1,0,0,1,0,0,not_applicable,2022,12,41,severe_malaria,27,14,0,4,0,731.0,1.0,1,grid_reliable,6
4000,referral_hospital,O2_0168,urban,208,1,1,1,1,LOX_bulk_tank,0,0,0.0,1,9,7,0,0,1,1,1,1,1,0,not_applicable,2023,7,43,heart_failure,27,16,1,9,0,774.0,71.0,0,grid_reliable,6
4001,referral_hospital,O2_0198,rural,187,1,1,1,1,LOX_bulk_tank,3,2,1.5,1,11,6,6,0,1,0,0,1,0,3,demand_surge,2024,8,49,surgical_anaesthesia,36,13,1,2,0,981.0,33.0,1,grid_reliable,3
4002,referral_hospital,O2_0160,peri_urban,237,1,1,1,1,LOX_bulk_tank,0,0,5.2,1,10,5,2,0,1,1,1,1,0,0,not_applicable,2022,5,44,other_hypoxemia,44,0,1,0,0,846.0,3.0,1,grid_unreliable,9
4003,referral_hospital,O2_0137,urban,227,1,1,1,1,PSA_plant_onsite,6,4,2.0,1,7,9,5,0,1,1,0,1,1,0,not_applicable,2024,11,26,pneumonia_adult,26,0,1,0,0,682.0,6.0,1,generator_only,0
4004,referral_hospital,O2_0024,peri_urban,144,1,1,1,1,oxygen_concentrator,5,4,2.6,1,10,5,1,0,1,1,0,1,1,0,not_applicable,2024,2,44,COPD_exacerbation,33,11,1,2,0,923.0,15.0,1,grid_reliable,1
4005,referral_hospital,O2_0050,peri_urban,270,1,1,1,1,PSA_plant_onsite,0,0,0.5,1,8,4,5,1,1,1,0,1,0,0,not_applicable,2021,8,32,pneumonia_child,21,11,1,2,0,890.0,2.0,1,grid_unreliable,12
4006,referral_hospital,O2_0109,urban,283,1,1,1,1,PSA_plant_onsite,0,0,0.4,1,7,5,2,1,1,1,0,1,1,0,not_applicable,2024,2,41,pneumonia_adult,30,11,1,5,0,816.0,20.0,1,grid_reliable,8
4007,referral_hospital,O2_0038,urban,246,1,1,1,1,LOX_bulk_tank,0,0,4.1,1,8,3,2,0,1,0,0,0,0,13,power_outage,2023,6,33,trauma,0,33,0,8,6,702.0,27.0,0,grid_reliable,5
4008,referral_hospital,O2_0020,urban,270,1,1,1,1,LOX_bulk_tank,0,0,1.6,1,6,11,3,0,1,1,0,1,1,0,not_applicable,2023,3,37,asthma_severe,29,8,1,2,0,654.0,4.0,1,grid_unreliable,2
4009,referral_hospital,O2_0089,urban,251,1,1,1,1,oxygen_concentrator,4,2,13.0,1,10,3,2,0,1,1,1,1,0,0,not_applicable,2024,11,44,other_hypoxemia,34,10,1,5,0,878.0,3.0,1,solar,0
4010,referral_hospital,O2_0169,urban,304,1,1,1,1,cylinder_piped,0,0,2.8,1,7,1,0,0,1,1,1,0,0,11,PSA_plant_breakdown,2023,1,44,pneumonia_adult,0,44,0,11,7,637.0,8.0,1,generator_only,1
4011,referral_hospital,O2_0158,rural,255,1,1,1,1,LOX_bulk_tank,0,0,1.5,1,9,2,0,0,1,1,1,1,0,0,not_applicable,2024,2,48,sepsis,38,10,1,6,0,722.0,7.0,1,solar,9
4012,referral_hospital,O2_0081,urban,240,1,1,1,1,cylinder_piped,0,0,0.5,1,14,6,1,0,1,1,1,1,1,0,not_applicable,2023,10,34,pneumonia_adult,25,9,0,6,0,743.0,15.0,0,grid_unreliable,4
4013,referral_hospital,O2_0146,urban,241,1,1,1,1,PSA_plant_onsite,0,0,4.8,1,7,4,3,1,1,1,1,1,1,0,not_applicable,2022,12,35,severe_malaria,23,12,1,6,0,1047.0,12.0,0,grid_reliable,10
4014,referral_hospital,O2_0004,peri_urban,183,1,1,1,1,cylinder_piped,6,1,3.6,1,14,1,5,0,1,1,1,0,0,30,concentrator_malfunction,2023,8,44,pneumonia_adult,0,44,0,15,11,504.0,10.0,1,grid_reliable,3
4015,referral_hospital,O2_0005,urban,253,1,1,1,1,PSA_plant_onsite,2,1,1.3,1,17,5,15,1,1,1,1,1,1,0,not_applicable,2022,5,49,pneumonia_child,35,14,0,9,0,864.0,1.0,1,grid_unreliable,2
4016,referral_hospital,O2_0093,peri_urban,204,1,1,1,1,LOX_bulk_tank,0,0,0.8,1,10,6,13,0,1,1,0,1,1,0,not_applicable,2021,7,44,pneumonia_child,35,9,1,2,0,828.0,8.0,1,grid_unreliable,8
4017,referral_hospital,O2_0088,urban,313,1,1,1,1,cylinder_portable,0,0,0.5,1,9,5,2,0,1,1,1,1,1,0,not_applicable,2024,10,39,trauma,39,0,1,0,0,840.0,6.0,1,grid_reliable,12
4018,referral_hospital,O2_0153,urban,231,1,1,1,1,oxygen_concentrator,7,4,2.3,1,11,4,1,0,1,1,1,0,0,6,power_outage,2024,5,38,pneumonia_adult,0,38,0,12,13,761.0,24.0,0,grid_reliable,5
4019,referral_hospital,O2_0071,urban,215,1,1,1,1,PSA_plant_onsite,0,0,1.4,1,9,5,2,0,1,1,1,1,1,15,concentrator_malfunction,2022,3,34,COVID19_severe,30,4,0,1,0,725.0,4.0,0,grid_reliable,1
4020,referral_hospital,O2_0022,urban,271,1,1,1,1,LOX_bulk_tank,0,0,1.4,1,6,7,30,0,1,1,1,1,1,1,concentrator_malfunction,2022,4,44,COPD_exacerbation,44,0,0,0,0,725.0,2.0,1,grid_reliable,0
4021,referral_hospital,O2_0101,peri_urban,238,1,1,1,1,LOX_bulk_tank,0,0,6.5,1,8,2,2,0,1,0,0,1,1,0,not_applicable,2024,10,40,COVID19_severe,26,14,0,7,0,794.0,12.0,0,grid_unreliable,10
4022,referral_hospital,O2_0166,urban,282,1,1,1,1,cylinder_piped,0,0,0.3,1,9,7,10,0,1,1,1,1,1,0,not_applicable,2023,7,51,heart_failure,36,15,1,5,0,784.0,9.0,1,grid_unreliable,6
4023,referral_hospital,O2_0043,urban,320,1,1,1,1,LOX_bulk_tank,0,0,6.8,1,8,4,3,0,1,1,1,1,1,1,concentrator_malfunction,2024,9,33,neonatal_respiratory,31,2,1,1,0,889.0,26.0,1,grid_unreliable,8
4024,referral_hospital,O2_0128,urban,315,1,1,1,1,PSA_plant_onsite,3,1,0.8,1,10,6,9,1,1,1,0,0,0,2,supplier_stockout,2024,12,28,pneumonia_child,0,28,0,10,8,634.0,15.0,1,grid_reliable,7
4025,referral_hospital,O2_0025,rural,257,1,1,1,1,oxygen_concentrator,2,1,0.2,1,12,2,5,0,1,1,1,1,1,0,not_applicable,2024,5,34,pneumonia_child,23,11,1,5,0,879.0,22.0,0,solar,4
4026,referral_hospital,O2_0116,urban,238,1,1,1,1,PSA_plant_onsite,0,0,6.5,1,9,6,12,1,1,1,1,1,1,0,not_applicable,2024,6,42,COVID19_severe,42,0,1,0,0,666.0,12.0,1,generator_only,1
4027,referral_hospital,O2_0065,urban,214,1,1,1,1,cylinder_piped,0,0,10.4,1,8,10,0,0,1,1,1,1,0,0,not_applicable,2024,9,44,pneumonia_adult,39,5,1,0,0,753.0,3.0,1,grid_unreliable,1
4028,referral_hospital,O2_0128,urban,340,1,1,1,1,PSA_plant_onsite,0,0,0.0,1,12,6,7,0,1,1,1,1,1,0,not_applicable,2022,5,49,asthma_severe,27,22,1,8,0,775.0,76.0,1,grid_reliable,4
4029,referral_hospital,O2_0062,urban,285,1,1,1,1,LOX_bulk_tank,0,0,1.2,1,9,4,8,0,1,1,0,1,0,0,not_applicable,2022,12,43,pneumonia_child,31,12,1,2,0,731.0,26.0,1,solar,0
4030,referral_hospital,O2_0151,urban,260,1,1,1,1,cylinder_piped,0,0,2.9,1,13,6,1,0,1,1,1,1,1,0,not_applicable,2023,9,43,other_hypoxemia,15,28,1,12,0,931.0,33.0,0,solar,0
4031,referral_hospital,O2_0111,peri_urban,303,1,1,1,1,LOX_bulk_tank,0,0,3.2,1,6,1,1,0,1,1,1,1,1,0,not_applicable,2024,5,42,COPD_exacerbation,23,19,0,9,0,914.0,92.0,1,grid_reliable,4
4032,referral_hospital,O2_0090,peri_urban,271,1,1,1,1,cylinder_piped,0,0,5.3,1,8,4,6,0,1,1,1,1,1,15,regulator_valve_failure,2022,8,39,pneumonia_child,39,0,1,0,0,952.0,106.0,1,generator_only,15
4033,referral_hospital,O2_0068,rural,199,1,1,1,1,LOX_bulk_tank,7,7,0.0,1,10,7,9,0,1,1,1,1,1,0,not_applicable,2023,2,46,heart_failure,44,2,1,1,0,783.0,0.0,1,solar,0
4034,referral_hospital,O2_0036,urban,293,1,1,1,1,cylinder_piped,3,2,1.7,1,8,4,3,0,1,0,0,0,0,18,piping_system_leak,2023,1,38,severe_malaria,0,38,0,7,10,713.0,9.0,1,grid_reliable,4
4035,referral_hospital,O2_0146,peri_urban,293,1,1,1,1,LOX_bulk_tank,0,0,2.0,1,14,8,0,0,1,1,0,1,1,0,not_applicable,2021,8,40,other_hypoxemia,25,15,1,6,0,693.0,20.0,1,none,1
4036,referral_hospital,O2_0185,rural,259,1,1,1,1,PSA_plant_onsite,0,0,1.7,1,9,9,0,1,1,0,0,1,1,0,not_applicable,2021,12,45,neonatal_respiratory,39,6,1,3,0,863.0,5.0,0,grid_unreliable,3
4037,referral_hospital,O2_0181,peri_urban,293,1,1,1,1,oxygen_concentrator,2,1,4.7,1,8,4,1,0,1,1,1,1,1,1,cylinder_delivery_delay,2023,10,31,COVID19_severe,28,3,1,1,0,749.0,25.0,1,grid_reliable,1
4038,referral_hospital,O2_0119,urban,198,1,1,1,1,oxygen_concentrator,4,3,5.8,1,8,3,5,0,1,1,1,1,1,0,not_applicable,2023,10,36,surgical_anaesthesia,24,12,1,5,0,995.0,32.0,1,generator_only,2
4039,referral_hospital,O2_0125,urban,271,1,1,1,1,PSA_plant_onsite,0,0,0.1,1,12,6,11,1,1,1,1,0,0,30,demand_surge,2023,4,42,asthma_severe,0,42,0,11,7,857.0,45.0,1,grid_reliable,7
4040,referral_hospital,O2_0169,peri_urban,242,1,1,1,1,oxygen_concentrator,3,1,8.8,1,8,11,1,0,1,1,0,0,0,12,PSA_plant_breakdown,2023,6,44,pneumonia_adult,0,44,0,13,10,932.0,16.0,1,grid_unreliable,4
4041,referral_hospital,O2_0104,rural,285,1,1,1,1,oxygen_concentrator,4,2,1.8,1,11,7,4,0,1,1,1,1,1,0,not_applicable,2024,3,37,pneumonia_child,28,9,1,1,0,800.0,3.0,1,grid_reliable,9
4042,referral_hospital,O2_0115,urban,184,1,1,1,1,LOX_bulk_tank,0,0,0.4,1,11,4,12,0,1,0,0,1,1,1,PSA_plant_breakdown,2024,10,44,surgical_anaesthesia,36,8,1,4,0,957.0,9.0,1,grid_unreliable,31
4043,referral_hospital,O2_0152,peri_urban,314,1,1,1,1,cylinder_piped,0,0,1.7,1,13,4,3,0,1,1,1,1,1,0,not_applicable,2023,4,40,pneumonia_child,33,7,1,3,0,808.0,11.0,1,grid_unreliable,0
4044,referral_hospital,O2_0189,urban,265,1,1,1,1,LOX_bulk_tank,0,0,0.3,1,11,5,2,0,1,1,1,1,1,0,not_applicable,2022,3,46,COVID19_severe,31,15,1,3,0,863.0,2.0,1,solar,0
4045,referral_hospital,O2_0075,peri_urban,241,1,1,1,1,PSA_plant_onsite,0,0,0.1,1,14,3,2,1,1,1,1,1,1,0,not_applicable,2023,9,45,neonatal_respiratory,25,20,1,8,0,842.0,5.0,1,grid_unreliable,10
4046,referral_hospital,O2_0091,urban,182,1,1,1,1,LOX_bulk_tank,0,0,0.5,1,6,4,3,0,1,1,0,1,1,0,not_applicable,2023,2,36,COVID19_severe,34,2,1,0,0,847.0,19.0,1,grid_reliable,1
4047,referral_hospital,O2_0032,rural,235,1,1,1,1,PSA_plant_onsite,0,0,0.2,1,10,2,3,0,1,1,0,1,1,0,not_applicable,2024,4,52,pneumonia_child,45,7,1,3,0,1028.0,24.0,0,grid_reliable,1
4048,referral_hospital,O2_0168,urban,203,1,1,1,1,PSA_plant_onsite,0,0,0.6,1,5,6,4,0,1,1,0,1,1,0,not_applicable,2023,6,45,surgical_anaesthesia,43,2,1,0,0,757.0,6.0,1,grid_unreliable,3
4049,referral_hospital,O2_0196,rural,235,1,1,1,1,cylinder_piped,0,0,2.5,1,10,5,14,0,1,0,0,1,1,0,not_applicable,2024,2,45,severe_malaria,27,18,0,7,0,893.0,13.0,1,grid_unreliable,1
4050,referral_hospital,O2_0085,urban,253,1,1,1,1,LOX_bulk_tank,0,0,0.9,1,10,8,3,0,1,1,1,1,1,0,not_applicable,2023,2,39,severe_malaria,30,9,0,3,0,866.0,3.0,1,grid_reliable,7
4051,referral_hospital,O2_0079,urban,239,1,1,1,1,oxygen_concentrator,4,2,8.4,1,10,2,7,0,1,1,1,1,1,0,not_applicable,2024,5,40,trauma,40,0,0,0,0,654.0,4.0,1,grid_unreliable,0
4052,referral_hospital,O2_0151,rural,226,1,1,1,1,cylinder_piped,0,0,3.2,1,14,0,12,0,1,1,1,1,1,0,not_applicable,2023,7,30,trauma,23,7,1,3,0,897.0,2.0,1,grid_unreliable,0
4053,referral_hospital,O2_0045,urban,281,1,1,1,1,cylinder_piped,4,2,0.3,1,14,9,7,0,1,1,0,1,1,0,not_applicable,2022,8,46,heart_failure,25,21,1,9,0,772.0,34.0,1,grid_unreliable,15
4054,referral_hospital,O2_0184,peri_urban,227,1,1,1,1,oxygen_concentrator,4,1,2.4,1,10,4,0,0,1,1,1,1,0,0,not_applicable,2023,5,33,trauma,24,9,1,4,0,788.0,7.0,1,grid_unreliable,0
4055,referral_hospital,O2_0004,urban,222,1,1,1,1,PSA_plant_onsite,0,0,0.9,1,11,6,30,0,1,1,1,1,1,0,not_applicable,2022,1,47,trauma,46,1,1,0,0,968.0,8.0,0,none,9
4056,referral_hospital,O2_0069,urban,279,1,1,1,1,oxygen_concentrator,3,2,6.6,1,4,7,3,0,1,1,1,0,0,3,PSA_plant_breakdown,2024,10,47,surgical_anaesthesia,0,47,0,15,9,1036.0,4.0,1,generator_only,0
4057,referral_hospital,O2_0002,urban,262,1,1,1,1,PSA_plant_onsite,8,6,1.8,1,18,4,0,0,1,1,1,1,1,0,not_applicable,2022,2,34,trauma,26,8,1,4,0,925.0,20.0,1,grid_reliable,0
4058,referral_hospital,O2_0170,urban,249,1,1,1,1,LOX_bulk_tank,0,0,0.5,1,7,4,1,0,1,1,1,1,1,0,not_applicable,2021,3,36,pneumonia_adult,26,10,0,6,0,973.0,31.0,1,grid_reliable,0
4059,referral_hospital,O2_0192,peri_urban,235,1,1,1,1,PSA_plant_onsite,0,0,0.2,1,16,4,13,0,1,1,0,1,1,1,PSA_plant_breakdown,2022,12,42,trauma,35,7,0,3,0,706.0,8.0,1,grid_reliable,5
4060,referral_hospital,O2_0046,peri_urban,303,1,1,1,1,LOX_bulk_tank,4,2,6.2,1,15,3,22,0,1,1,1,1,1,0,not_applicable,2022,4,35,other_hypoxemia,24,11,0,3,0,688.0,17.0,1,grid_reliable,1
4061,referral_hospital,O2_0080,urban,363,1,1,1,1,PSA_plant_onsite,0,0,1.5,1,5,6,16,1,1,1,1,0,0,20,demand_surge,2024,12,36,neonatal_respiratory,0,36,0,11,5,827.0,23.0,1,grid_unreliable,12
4062,referral_hospital,O2_0133,peri_urban,280,1,1,1,1,PSA_plant_onsite,0,0,0.1,1,14,3,5,1,1,1,0,1,1,0,not_applicable,2022,3,42,surgical_anaesthesia,24,18,1,4,0,931.0,36.0,1,grid_unreliable,2
4063,referral_hospital,O2_0025,peri_urban,259,1,1,1,1,cylinder_piped,0,0,2.3,1,9,5,1,0,1,1,0,1,0,0,not_applicable,2023,9,37,COVID19_severe,29,8,0,3,0,535.0,45.0,1,solar,9
4064,referral_hospital,O2_0074,urban,194,1,1,1,1,PSA_plant_onsite,0,0,0.1,1,13,8,9,0,1,1,1,1,1,0,not_applicable,2024,6,36,other_hypoxemia,21,15,1,5,0,867.0,5.0,1,grid_reliable,13
4065,referral_hospital,O2_0088,urban,248,1,1,1,1,cylinder_piped,0,0,11.1,1,10,9,5,0,1,1,1,1,1,0,not_applicable,2024,10,35,severe_malaria,29,6,1,4,0,739.0,0.0,1,grid_reliable,29
4066,referral_hospital,O2_0172,urban,218,1,1,1,1,LOX_bulk_tank,0,0,3.5,1,9,7,4,0,1,1,1,1,1,0,not_applicable,2023,4,35,other_hypoxemia,27,8,1,1,0,925.0,13.0,1,generator_only,2
4067,referral_hospital,O2_0114,rural,223,1,1,1,1,oxygen_concentrator,7,5,1.6,1,9,6,14,0,1,1,1,1,1,0,not_applicable,2021,11,43,heart_failure,36,7,0,3,0,979.0,35.0,1,generator_only,5
4068,referral_hospital,O2_0107,urban,277,1,1,1,1,PSA_plant_onsite,0,0,0.5,1,7,4,10,1,1,1,1,1,1,11,power_outage,2023,11,44,neonatal_respiratory,41,3,0,1,0,753.0,12.0,1,solar,11
4069,referral_hospital,O2_0155,urban,274,1,1,1,1,PSA_plant_onsite,0,0,6.8,1,17,5,1,1,1,0,0,1,1,0,not_applicable,2021,11,38,neonatal_respiratory,24,14,1,4,0,522.0,3.0,0,grid_reliable,8
4070,referral_hospital,O2_0016,urban,178,1,1,1,1,LOX_bulk_tank,0,0,0.3,1,9,4,10,0,1,1,1,1,1,0,not_applicable,2022,8,37,neonatal_respiratory,31,6,1,3,0,831.0,2.0,1,solar,14
4071,referral_hospital,O2_0025,urban,251,1,1,1,1,cylinder_piped,6,1,6.0,1,8,4,6,0,1,1,0,1,1,0,not_applicable,2022,11,42,pneumonia_child,41,1,1,0,0,929.0,10.0,1,grid_unreliable,0
4072,referral_hospital,O2_0071,rural,222,1,1,1,1,cylinder_piped,0,0,2.2,1,14,2,4,0,1,1,1,1,0,0,not_applicable,2022,8,42,pneumonia_child,30,12,1,3,0,885.0,2.0,0,solar,11
4073,referral_hospital,O2_0112,peri_urban,203,1,1,1,1,PSA_plant_onsite,0,0,8.5,1,8,7,7,1,1,1,1,1,1,0,not_applicable,2023,3,34,pneumonia_adult,23,11,1,6,0,848.0,11.0,1,grid_reliable,4
4074,referral_hospital,O2_0006,peri_urban,204,1,1,1,1,cylinder_piped,0,0,0.7,1,7,2,1,0,1,1,1,1,1,0,not_applicable,2022,3,49,COVID19_severe,39,10,1,0,0,666.0,6.0,0,grid_unreliable,7
4075,referral_hospital,O2_0003,urban,239,1,1,1,1,oxygen_concentrator,8,7,1.3,1,10,5,7,0,1,1,0,1,1,8,power_outage,2022,6,43,neonatal_respiratory,25,18,1,8,0,1111.0,18.0,1,grid_unreliable,1
4076,referral_hospital,O2_0174,urban,293,1,1,1,1,cylinder_piped,0,0,1.7,1,14,8,2,0,1,1,1,1,1,0,not_applicable,2023,8,35,COPD_exacerbation,26,9,1,3,0,695.0,13.0,0,grid_unreliable,11
4077,referral_hospital,O2_0093,peri_urban,266,1,1,1,1,LOX_bulk_tank,0,0,9.1,1,7,8,1,0,1,0,0,1,1,0,not_applicable,2022,6,36,pneumonia_child,33,3,1,1,0,853.0,11.0,0,grid_reliable,6
4078,referral_hospital,O2_0077,rural,254,1,1,1,1,cylinder_piped,2,1,7.2,1,12,6,1,0,1,1,1,1,0,0,not_applicable,2021,2,40,pneumonia_adult,36,4,1,2,0,1016.0,6.0,1,grid_reliable,0
4079,referral_hospital,O2_0199,urban,249,1,1,1,1,cylinder_piped,0,0,1.2,1,11,5,2,0,1,1,1,1,1,0,not_applicable,2022,8,48,asthma_severe,30,18,1,7,0,594.0,26.0,1,generator_only,0
4080,referral_hospital,O2_0042,peri_urban,224,1,1,1,1,LOX_bulk_tank,0,0,8.9,1,10,5,0,0,1,1,1,1,1,0,not_applicable,2021,2,46,pneumonia_child,30,16,1,6,0,642.0,16.0,1,none,10
4081,referral_hospital,O2_0010,urban,279,1,1,1,1,LOX_bulk_tank,0,0,5.4,1,10,4,8,0,1,1,1,1,1,0,not_applicable,2023,8,39,COPD_exacerbation,26,13,1,4,0,751.0,52.0,1,grid_reliable,13
4082,referral_hospital,O2_0113,peri_urban,302,1,1,1,1,LOX_bulk_tank,0,0,5.4,1,5,6,12,0,1,1,1,1,1,0,not_applicable,2024,10,51,severe_malaria,51,0,1,0,0,856.0,11.0,1,solar,6
4083,referral_hospital,O2_0170,urban,289,1,1,1,1,PSA_plant_onsite,0,0,1.9,1,8,4,0,0,1,1,1,0,0,2,power_outage,2021,2,33,COVID19_severe,0,33,0,12,11,956.0,23.0,1,grid_unreliable,4
4084,referral_hospital,O2_0122,peri_urban,268,1,1,1,1,PSA_plant_onsite,0,0,0.4,1,9,4,3,0,1,0,0,1,1,1,PSA_plant_breakdown,2023,10,38,heart_failure,38,0,0,0,0,953.0,24.0,1,grid_reliable,2
4085,referral_hospital,O2_0181,urban,271,1,1,1,1,PSA_plant_onsite,0,0,0.8,1,8,3,6,0,1,1,1,1,1,0,not_applicable,2023,8,32,severe_malaria,28,4,1,2,0,707.0,22.0,1,grid_reliable,0
4086,referral_hospital,O2_0054,peri_urban,147,1,1,1,1,LOX_bulk_tank,0,0,1.3,1,5,6,6,0,1,1,0,0,0,4,piping_system_leak,2022,9,53,pneumonia_child,0,53,0,19,0,730.0,29.0,1,solar,7
4087,referral_hospital,O2_0159,urban,246,1,1,1,1,cylinder_piped,0,0,0.3,1,8,5,5,0,1,1,1,1,1,0,not_applicable,2023,1,40,severe_malaria,33,7,1,2,0,1010.0,8.0,1,grid_reliable,15
4088,referral_hospital,O2_0008,urban,325,1,1,1,1,LOX_bulk_tank,0,0,8.9,1,15,9,11,0,1,0,0,1,1,0,not_applicable,2022,10,40,neonatal_respiratory,40,0,0,0,0,647.0,1.0,1,generator_only,25
4089,referral_hospital,O2_0140,rural,281,1,1,1,1,PSA_plant_onsite,0,0,0.0,1,11,5,3,1,1,1,1,1,0,0,not_applicable,2022,12,35,other_hypoxemia,32,3,0,0,0,804.0,5.0,1,grid_reliable,0
4090,referral_hospital,O2_0036,urban,211,1,1,1,1,cylinder_piped,3,2,5.6,1,8,0,4,0,1,1,1,1,0,0,not_applicable,2023,3,42,neonatal_respiratory,38,4,1,2,0,791.0,0.0,1,grid_reliable,3
4091,referral_hospital,O2_0183,rural,186,1,1,1,1,oxygen_concentrator,5,3,6.1,1,11,4,8,0,1,1,1,0,0,1,demand_surge,2023,3,33,pneumonia_child,0,33,0,11,7,593.0,41.0,1,grid_reliable,0
4092,referral_hospital,O2_0025,urban,249,1,1,1,1,PSA_plant_onsite,0,0,0.3,1,9,7,3,0,1,0,0,1,1,2,power_outage,2024,4,52,pneumonia_child,38,14,1,4,0,748.0,2.0,1,grid_unreliable,7
4093,referral_hospital,O2_0132,urban,253,1,1,1,1,LOX_bulk_tank,6,4,4.9,1,11,5,0,0,1,1,1,1,1,0,not_applicable,2022,6,40,severe_malaria,27,13,1,7,0,574.0,12.0,1,grid_reliable,6
4094,referral_hospital,O2_0020,peri_urban,188,1,1,1,1,LOX_bulk_tank,0,0,3.7,1,6,7,2,0,1,1,1,1,1,5,piping_system_leak,2023,2,37,trauma,29,8,1,5,0,813.0,25.0,1,grid_reliable,4
4095,referral_hospital,O2_0071,urban,195,1,1,1,1,cylinder_piped,0,0,4.0,1,15,3,16,0,1,1,0,1,1,0,not_applicable,2024,9,49,severe_malaria,28,21,1,5,0,960.0,46.0,1,grid_reliable,2
4096,referral_hospital,O2_0019,peri_urban,281,1,1,1,1,LOX_bulk_tank,4,2,2.4,1,11,6,3,0,1,1,1,0,0,1,piping_system_leak,2022,12,40,heart_failure,0,40,0,18,14,819.0,20.0,0,solar,1
4097,referral_hospital,O2_0125,urban,198,1,1,1,1,LOX_bulk_tank,0,0,0.9,1,12,4,1,0,1,1,1,0,0,10,concentrator_malfunction,2023,9,40,pneumonia_adult,0,40,0,12,8,815.0,7.0,1,solar,1
4098,referral_hospital,O2_0049,urban,268,1,1,1,1,LOX_bulk_tank,0,0,0.6,1,9,5,1,0,1,1,1,0,0,1,PSA_plant_breakdown,2024,1,37,severe_malaria,0,37,0,11,10,366.0,19.0,1,grid_reliable,1
4099,referral_hospital,O2_0076,rural,311,1,1,1,1,cylinder_piped,9,3,0.3,1,8,4,1,0,1,1,1,1,1,0,not_applicable,2022,10,33,trauma,31,2,1,2,0,938.0,8.0,1,grid_reliable,4
4100,referral_hospital,O2_0181,urban,222,1,1,1,1,PSA_plant_onsite,0,0,1.5,1,8,4,0,0,1,1,1,1,1,0,not_applicable,2023,5,41,neonatal_respiratory,24,17,1,7,0,935.0,10.0,1,grid_unreliable,14
4101,referral_hospital,O2_0145,rural,220,1,1,1,1,LOX_bulk_tank,0,0,2.7,1,11,3,5,0,1,1,1,1,0,15,empty_cylinders_not_collected,2023,11,39,pneumonia_child,27,12,1,3,0,1158.0,29.0,1,grid_reliable,2
4102,referral_hospital,O2_0117,urban,236,1,1,1,1,LOX_bulk_tank,0,0,0.9,1,4,6,14,0,1,1,0,1,1,0,not_applicable,2021,4,38,neonatal_respiratory,21,17,1,8,0,825.0,18.0,1,grid_reliable,7
4103,referral_hospital,O2_0075,urban,260,1,1,1,1,oxygen_concentrator,4,2,1.2,1,4,5,2,0,1,1,1,0,0,1,funding_for_refill,2022,12,39,COVID19_severe,0,39,0,18,7,811.0,0.0,1,grid_reliable,0
4104,referral_hospital,O2_0028,urban,202,1,1,1,1,LOX_bulk_tank,0,0,5.3,1,10,2,1,0,1,1,0,0,0,5,concentrator_malfunction,2023,7,33,severe_malaria,0,33,0,12,12,900.0,6.0,1,grid_reliable,5
4105,referral_hospital,O2_0129,urban,275,1,1,1,1,oxygen_concentrator,2,1,4.6,1,7,6,31,0,1,1,0,1,1,2,empty_cylinders_not_collected,2021,11,31,trauma,24,7,1,2,0,730.0,23.0,0,grid_unreliable,4
4106,referral_hospital,O2_0006,urban,217,1,1,1,1,oxygen_concentrator,5,2,0.6,1,9,4,0,0,1,1,1,1,1,0,not_applicable,2022,5,30,neonatal_respiratory,22,8,1,2,0,750.0,16.0,1,generator_only,14
4107,referral_hospital,O2_0147,rural,295,1,1,1,1,LOX_bulk_tank,0,0,2.6,1,6,5,7,0,1,1,1,1,1,0,not_applicable,2024,5,33,COVID19_severe,26,7,0,3,0,871.0,16.0,1,grid_unreliable,0
4108,referral_hospital,O2_0126,urban,193,1,1,1,1,cylinder_piped,0,0,6.5,1,11,9,0,0,1,1,1,1,1,0,not_applicable,2023,5,25,COPD_exacerbation,21,4,1,3,0,672.0,19.0,1,grid_unreliable,7
4109,referral_hospital,O2_0025,peri_urban,173,1,1,1,1,oxygen_concentrator,8,1,2.1,1,10,6,11,0,1,1,1,1,1,0,not_applicable,2022,6,40,COPD_exacerbation,39,1,1,1,0,677.0,5.0,1,none,3
4110,referral_hospital,O2_0175,peri_urban,304,1,1,1,1,cylinder_piped,0,0,1.9,1,12,7,1,0,1,1,1,1,1,0,not_applicable,2024,1,36,COVID19_severe,31,5,1,1,0,836.0,7.0,1,grid_reliable,1
4111,referral_hospital,O2_0085,urban,224,1,1,1,1,PSA_plant_onsite,0,0,3.5,1,10,11,15,1,1,1,1,1,0,0,not_applicable,2024,12,50,severe_malaria,46,4,1,1,0,646.0,17.0,1,solar,0
4112,referral_hospital,O2_0167,urban,340,1,1,1,1,LOX_bulk_tank,0,0,4.5,1,9,6,1,0,1,1,0,1,1,0,not_applicable,2024,8,34,pneumonia_child,22,12,1,5,0,823.0,3.0,1,grid_reliable,11
4113,referral_hospital,O2_0028,urban,197,1,1,1,1,cylinder_piped,0,0,2.9,1,11,6,0,0,1,1,1,1,0,0,not_applicable,2023,10,39,trauma,32,7,1,1,0,388.0,21.0,1,generator_only,1
4114,referral_hospital,O2_0199,urban,250,1,1,1,1,PSA_plant_onsite,0,0,2.7,1,13,7,5,0,1,1,1,1,1,0,not_applicable,2022,8,35,trauma,32,3,1,1,0,1033.0,3.0,1,grid_reliable,5
4115,referral_hospital,O2_0168,peri_urban,246,1,1,1,1,LOX_bulk_tank,0,0,5.2,1,8,3,20,0,1,1,0,1,1,15,funding_for_refill,2024,1,27,pneumonia_child,17,10,1,3,0,731.0,4.0,1,grid_unreliable,0
4116,referral_hospital,O2_0092,urban,268,1,1,1,1,PSA_plant_onsite,0,0,1.2,1,7,3,1,1,1,0,0,0,0,23,PSA_plant_breakdown,2021,8,44,pneumonia_adult,0,44,0,14,4,842.0,30.0,1,grid_reliable,1
4117,referral_hospital,O2_0143,rural,245,1,1,1,1,LOX_bulk_tank,0,0,10.3,1,12,4,0,0,1,0,0,1,1,0,not_applicable,2024,8,28,pneumonia_child,20,8,1,0,0,957.0,11.0,1,grid_reliable,2
4118,referral_hospital,O2_0087,peri_urban,323,1,1,1,1,LOX_bulk_tank,3,2,3.2,1,9,8,4,0,1,0,0,1,0,7,supplier_stockout,2021,2,39,severe_malaria,39,0,1,0,0,814.0,8.0,1,grid_reliable,11
4119,referral_hospital,O2_0161,urban,218,1,1,1,1,PSA_plant_onsite,0,0,3.4,1,8,5,8,0,1,1,0,1,1,0,not_applicable,2024,12,40,pneumonia_child,28,12,0,6,0,678.0,11.0,1,grid_reliable,11
4120,referral_hospital,O2_0185,peri_urban,254,1,1,1,1,PSA_plant_onsite,0,0,5.3,1,11,7,4,1,1,1,1,1,1,0,not_applicable,2024,9,34,COVID19_severe,26,8,1,3,0,744.0,5.0,1,generator_only,2
4121,referral_hospital,O2_0032,rural,250,1,1,1,1,cylinder_piped,0,0,4.2,1,8,6,1,0,1,0,0,0,0,18,piping_system_leak,2024,3,31,pneumonia_child,0,31,0,4,7,837.0,25.0,1,grid_unreliable,8
4122,referral_hospital,O2_0063,rural,203,1,1,1,1,cylinder_piped,0,0,3.0,1,8,6,9,0,1,1,1,1,1,0,not_applicable,2022,2,28,pneumonia_adult,20,8,1,4,0,1048.0,1.0,1,grid_unreliable,1
4123,referral_hospital,O2_0002,urban,262,1,1,1,1,cylinder_portable,0,0,2.7,1,6,6,0,0,1,1,0,1,1,0,not_applicable,2024,6,43,heart_failure,43,0,1,0,0,768.0,33.0,1,grid_reliable,0
4124,referral_hospital,O2_0183,peri_urban,183,1,1,1,1,cylinder_piped,0,0,8.0,1,10,6,14,0,1,1,0,1,1,0,not_applicable,2022,4,35,sepsis,33,2,1,0,0,942.0,3.0,1,generator_only,19
4125,referral_hospital,O2_0073,peri_urban,221,1,1,1,1,LOX_bulk_tank,0,0,8.1,1,12,2,2,0,1,1,0,1,1,1,supplier_stockout,2024,8,32,severe_malaria,23,9,1,2,0,776.0,1.0,1,solar,4
4126,referral_hospital,O2_0163,urban,219,1,1,1,1,PSA_plant_onsite,0,0,4.4,1,5,3,7,1,1,1,1,1,1,0,not_applicable,2022,9,42,pneumonia_adult,35,7,1,3,0,864.0,10.0,0,grid_reliable,3
4127,referral_hospital,O2_0016,urban,250,1,1,1,1,LOX_bulk_tank,0,0,3.6,1,7,9,0,0,1,1,1,1,1,0,not_applicable,2022,4,33,heart_failure,20,13,0,6,0,1047.0,3.0,0,grid_unreliable,1
4128,referral_hospital,O2_0033,urban,299,1,1,1,1,cylinder_piped,0,0,1.2,1,9,6,4,0,1,0,0,1,1,0,not_applicable,2023,5,46,neonatal_respiratory,32,14,1,5,0,791.0,12.0,1,grid_unreliable,3
4129,referral_hospital,O2_0107,peri_urban,209,1,1,1,1,LOX_bulk_tank,0,0,1.3,1,7,3,0,0,1,0,0,1,0,0,not_applicable,2024,10,46,trauma,35,11,0,3,0,863.0,11.0,1,generator_only,0
4130,referral_hospital,O2_0093,rural,247,1,1,1,1,LOX_bulk_tank,0,0,0.1,1,11,3,0,0,1,1,1,0,0,24,regulator_valve_failure,2024,10,44,COPD_exacerbation,0,44,0,16,15,687.0,47.0,1,grid_unreliable,2
4131,referral_hospital,O2_0013,rural,214,1,1,1,1,cylinder_piped,0,0,1.2,1,7,4,0,0,1,1,0,0,0,3,cylinder_delivery_delay,2024,5,41,severe_malaria,0,41,0,12,15,644.0,2.0,1,grid_reliable,14
4132,referral_hospital,O2_0150,urban,298,1,1,1,1,PSA_plant_onsite,0,0,4.0,1,3,6,0,1,1,1,1,0,0,20,no_oxygen_source,2022,11,48,neonatal_respiratory,0,48,0,16,24,818.0,5.0,1,grid_reliable,1
4133,referral_hospital,O2_0141,peri_urban,263,1,1,1,1,cylinder_piped,0,0,0.2,1,5,3,4,0,1,1,1,0,0,13,power_outage,2024,3,34,pneumonia_child,0,34,0,12,2,822.0,7.0,1,generator_only,1
4134,referral_hospital,O2_0172,urban,217,1,1,1,1,cylinder_piped,0,0,9.2,1,9,8,0,0,1,1,1,0,0,30,empty_cylinders_not_collected,2023,5,37,COVID19_severe,0,37,0,11,15,831.0,51.0,0,solar,2
4135,referral_hospital,O2_0114,rural,303,1,1,1,1,cylinder_piped,0,0,4.9,1,12,2,1,0,1,1,1,1,1,6,empty_cylinders_not_collected,2024,9,40,neonatal_respiratory,33,7,1,3,0,768.0,14.0,0,grid_reliable,3
4136,referral_hospital,O2_0047,urban,294,1,1,1,1,oxygen_concentrator,6,5,0.8,1,5,4,11,0,1,1,1,0,0,3,cylinder_delivery_delay,2023,3,45,COVID19_severe,0,45,0,16,8,815.0,1.0,1,grid_unreliable,12
4137,referral_hospital,O2_0017,rural,211,1,1,1,1,LOX_bulk_tank,0,0,3.5,1,10,7,0,0,1,1,1,1,0,1,demand_surge,2024,5,45,severe_malaria,32,13,0,5,0,840.0,39.0,1,grid_reliable,16
4138,referral_hospital,O2_0116,urban,339,1,1,1,1,oxygen_concentrator,9,4,1.8,1,11,3,7,0,1,1,1,1,1,0,not_applicable,2022,2,41,heart_failure,37,4,0,1,0,540.0,8.0,0,grid_unreliable,0
4139,referral_hospital,O2_0001,urban,267,1,1,1,1,LOX_bulk_tank,0,0,0.4,1,6,5,0,0,1,1,1,1,1,0,not_applicable,2024,3,47,pneumonia_child,35,12,1,1,0,916.0,1.0,1,solar,11
4140,referral_hospital,O2_0077,urban,253,1,1,1,1,oxygen_concentrator,5,2,2.4,1,9,8,0,0,1,1,0,1,1,0,not_applicable,2024,10,41,trauma,33,8,1,3,0,845.0,18.0,1,none,1
4141,referral_hospital,O2_0169,urban,212,1,1,1,1,oxygen_concentrator,8,6,0.4,1,8,5,14,0,1,1,1,1,1,0,not_applicable,2023,8,37,pneumonia_adult,18,19,1,4,0,646.0,10.0,0,none,1
4142,referral_hospital,O2_0134,urban,266,1,1,1,1,LOX_bulk_tank,0,0,0.2,1,9,6,4,0,1,1,1,1,1,0,not_applicable,2024,6,41,neonatal_respiratory,25,16,1,6,0,650.0,8.0,1,generator_only,2
4143,referral_hospital,O2_0143,peri_urban,239,1,1,1,1,LOX_bulk_tank,0,0,4.3,1,7,2,0,0,1,1,1,0,0,23,cylinder_delivery_delay,2023,4,33,neonatal_respiratory,0,33,0,14,4,833.0,8.0,1,generator_only,7
4144,referral_hospital,O2_0152,rural,221,1,1,1,1,LOX_bulk_tank,0,0,4.0,1,13,7,2,0,1,1,1,1,0,0,not_applicable,2022,2,35,sepsis,23,12,1,3,0,962.0,30.0,1,generator_only,1
4145,referral_hospital,O2_0163,urban,233,1,1,1,1,LOX_bulk_tank,0,0,5.0,1,9,6,7,0,1,1,1,1,1,0,not_applicable,2023,12,45,surgical_anaesthesia,25,20,1,5,0,667.0,13.0,1,grid_reliable,12
4146,referral_hospital,O2_0024,peri_urban,264,1,1,1,1,oxygen_concentrator,6,6,1.7,1,5,7,8,0,1,1,1,1,1,0,not_applicable,2024,9,46,COPD_exacerbation,44,2,1,1,0,940.0,62.0,1,grid_reliable,2
4147,referral_hospital,O2_0055,urban,223,1,1,1,1,PSA_plant_onsite,0,0,7.2,1,13,3,6,0,1,1,1,1,1,0,not_applicable,2023,9,44,severe_malaria,31,13,1,6,0,693.0,15.0,0,grid_reliable,2
4148,referral_hospital,O2_0013,urban,228,1,1,1,1,LOX_bulk_tank,0,0,7.0,1,11,7,1,0,1,1,0,1,1,5,supplier_stockout,2023,9,52,neonatal_respiratory,46,6,1,3,0,911.0,9.0,1,grid_reliable,5
4149,referral_hospital,O2_0168,urban,235,1,1,1,1,LOX_bulk_tank,0,0,1.3,1,7,8,0,0,1,1,1,1,0,0,not_applicable,2024,3,28,surgical_anaesthesia,20,8,1,3,0,723.0,14.0,0,grid_reliable,18
4150,referral_hospital,O2_0026,peri_urban,219,1,1,1,1,PSA_plant_onsite,0,0,3.2,1,6,5,4,1,1,1,0,1,1,0,not_applicable,2024,1,48,neonatal_respiratory,44,4,1,3,0,643.0,4.0,1,solar,3
4151,referral_hospital,O2_0107,rural,291,1,1,1,1,LOX_bulk_tank,0,0,5.4,1,9,3,0,0,1,1,1,0,0,18,concentrator_malfunction,2022,11,35,surgical_anaesthesia,0,35,0,13,0,869.0,10.0,1,generator_only,3
4152,referral_hospital,O2_0187,urban,263,1,1,1,1,oxygen_concentrator,5,4,9.5,1,10,5,7,0,1,1,0,0,0,9,PSA_plant_breakdown,2023,6,38,asthma_severe,0,38,0,15,12,794.0,26.0,1,generator_only,1
4153,referral_hospital,O2_0147,urban,202,1,1,1,1,oxygen_concentrator,6,2,1.6,1,3,3,6,0,1,0,0,1,1,1,PSA_plant_breakdown,2023,5,37,severe_malaria,32,5,1,1,0,891.0,6.0,1,grid_reliable,9
4154,referral_hospital,O2_0017,rural,296,1,1,1,1,cylinder_portable,0,0,5.5,1,6,6,3,0,1,1,1,1,1,0,not_applicable,2021,3,32,trauma,30,2,1,0,0,831.0,19.0,1,solar,2
4155,referral_hospital,O2_0089,urban,221,1,1,1,1,PSA_plant_onsite,3,1,1.9,1,15,7,5,0,1,1,1,1,1,0,not_applicable,2023,7,46,pneumonia_adult,33,13,1,5,0,823.0,11.0,0,grid_reliable,0
4156,referral_hospital,O2_0156,urban,269,1,1,1,1,PSA_plant_onsite,0,0,2.7,1,12,10,9,0,1,1,0,0,0,20,concentrator_malfunction,2022,2,37,pneumonia_adult,0,37,0,14,6,806.0,43.0,1,grid_unreliable,4
4157,referral_hospital,O2_0154,peri_urban,286,1,1,1,1,LOX_bulk_tank,0,0,0.1,1,12,6,0,0,1,1,1,1,1,9,PSA_plant_breakdown,2024,9,43,pneumonia_child,30,13,1,3,0,753.0,41.0,0,generator_only,6
4158,referral_hospital,O2_0021,peri_urban,228,1,1,1,1,LOX_bulk_tank,3,2,2.7,1,7,6,6,0,1,1,0,1,0,0,not_applicable,2023,1,32,surgical_anaesthesia,20,12,0,2,0,783.0,2.0,1,grid_unreliable,0
4159,referral_hospital,O2_0156,urban,254,1,1,1,1,LOX_bulk_tank,0,0,5.0,1,11,2,1,0,1,1,0,1,0,0,not_applicable,2024,3,40,neonatal_respiratory,28,12,1,4,0,854.0,38.0,1,grid_reliable,5
4160,referral_hospital,O2_0069,peri_urban,345,1,1,1,1,cylinder_piped,0,0,1.0,1,12,3,0,0,1,1,0,0,0,11,concentrator_malfunction,2022,3,29,severe_malaria,0,29,0,9,12,838.0,6.0,1,grid_reliable,1
4161,referral_hospital,O2_0101,urban,257,1,1,1,1,LOX_bulk_tank,0,0,0.8,1,7,4,4,0,1,1,0,1,1,0,not_applicable,2024,12,40,pneumonia_adult,28,12,0,8,0,928.0,23.0,1,grid_unreliable,4
4162,referral_hospital,O2_0002,urban,176,1,1,1,1,oxygen_concentrator,5,2,3.4,1,8,7,9,0,1,1,1,1,0,5,power_outage,2024,11,34,other_hypoxemia,27,7,1,2,0,726.0,2.0,1,grid_reliable,5
4163,referral_hospital,O2_0148,rural,285,1,1,1,1,cylinder_portable,0,0,2.3,1,10,3,20,0,1,1,1,1,1,0,not_applicable,2024,8,32,surgical_anaesthesia,26,6,1,2,0,503.0,36.0,1,grid_reliable,2
4164,referral_hospital,O2_0057,peri_urban,159,1,1,1,1,cylinder_piped,0,0,2.2,1,4,3,0,0,1,1,0,1,1,0,not_applicable,2022,4,50,surgical_anaesthesia,26,24,1,5,0,934.0,12.0,1,solar,2
4165,referral_hospital,O2_0096,urban,257,1,1,1,1,PSA_plant_onsite,5,3,4.9,1,15,7,0,0,1,1,1,1,0,0,not_applicable,2023,9,50,COVID19_severe,35,15,1,6,0,448.0,35.0,1,generator_only,10
4166,referral_hospital,O2_0198,urban,245,1,1,1,1,oxygen_concentrator,6,4,1.0,1,10,5,0,0,1,0,0,1,1,0,not_applicable,2021,4,42,trauma,42,0,1,0,0,682.0,2.0,1,grid_unreliable,1
4167,referral_hospital,O2_0155,rural,243,1,1,1,1,LOX_bulk_tank,0,0,0.9,1,14,10,4,0,1,1,1,1,1,0,not_applicable,2023,10,35,asthma_severe,31,4,1,1,0,690.0,18.0,1,grid_unreliable,3
4168,referral_hospital,O2_0100,urban,349,1,1,1,1,cylinder_piped,2,1,5.7,1,14,5,5,0,1,1,1,1,1,0,not_applicable,2022,10,39,trauma,39,0,0,0,0,752.0,3.0,1,grid_reliable,4
4169,referral_hospital,O2_0107,urban,283,1,1,1,1,PSA_plant_onsite,4,4,3.4,1,16,2,2,0,1,1,0,1,1,0,not_applicable,2022,4,51,trauma,25,26,1,13,0,638.0,12.0,0,grid_reliable,1
4170,referral_hospital,O2_0039,rural,246,1,1,1,1,LOX_bulk_tank,0,0,3.5,1,8,3,6,0,1,1,1,0,0,2,demand_surge,2024,3,45,other_hypoxemia,0,45,0,12,17,1062.0,13.0,1,generator_only,9
4171,referral_hospital,O2_0014,urban,249,1,1,1,1,LOX_bulk_tank,0,0,2.1,1,15,4,1,0,1,1,0,1,1,0,not_applicable,2024,2,43,trauma,26,17,0,6,0,1025.0,2.0,1,grid_reliable,8
4172,referral_hospital,O2_0065,peri_urban,216,1,1,1,1,PSA_plant_onsite,0,0,1.1,1,9,4,7,0,1,1,1,1,1,1,cylinder_delivery_delay,2022,12,28,COPD_exacerbation,26,2,0,1,0,830.0,35.0,0,grid_unreliable,1
4173,referral_hospital,O2_0024,peri_urban,223,1,1,1,1,LOX_bulk_tank,0,0,6.8,1,8,1,4,0,1,1,1,1,1,0,not_applicable,2021,10,30,severe_malaria,27,3,0,1,0,926.0,31.0,1,grid_reliable,4
4174,referral_hospital,O2_0058,urban,201,1,1,1,1,LOX_bulk_tank,0,0,3.0,1,6,3,0,0,1,0,0,1,1,0,not_applicable,2022,10,56,pneumonia_child,32,24,1,6,0,790.0,1.0,1,grid_unreliable,3
4175,referral_hospital,O2_0020,urban,237,1,1,1,1,cylinder_piped,1,0,8.4,1,5,4,3,0,1,1,0,1,1,0,not_applicable,2022,1,54,heart_failure,44,10,1,5,0,406.0,1.0,1,generator_only,1
4176,referral_hospital,O2_0047,urban,285,1,1,1,1,PSA_plant_onsite,0,0,0.4,1,16,7,12,1,1,1,0,1,1,0,not_applicable,2024,9,43,neonatal_respiratory,32,11,0,7,0,898.0,3.0,1,generator_only,3
4177,referral_hospital,O2_0043,urban,221,1,1,1,1,cylinder_piped,0,0,0.2,1,8,5,0,0,1,1,0,1,1,0,not_applicable,2023,7,38,COPD_exacerbation,29,9,1,2,0,1044.0,21.0,0,grid_reliable,2
4178,referral_hospital,O2_0080,peri_urban,284,1,1,1,1,LOX_bulk_tank,4,2,1.9,1,13,5,0,0,1,0,0,1,1,0,not_applicable,2021,8,43,pneumonia_adult,34,9,1,6,0,614.0,4.0,1,solar,2
4179,referral_hospital,O2_0053,rural,240,1,1,1,1,cylinder_piped,0,0,6.9,1,14,5,3,0,1,1,0,1,0,1,empty_cylinders_not_collected,2022,12,38,pneumonia_child,24,14,1,6,0,1059.0,3.0,1,grid_unreliable,7
4180,referral_hospital,O2_0097,urban,207,1,1,1,1,LOX_bulk_tank,0,0,4.3,1,17,4,8,0,1,1,1,1,0,0,not_applicable,2021,10,32,COVID19_severe,23,9,1,4,0,838.0,8.0,1,grid_reliable,21
4181,referral_hospital,O2_0131,peri_urban,239,1,1,1,1,LOX_bulk_tank,4,2,2.4,1,14,6,3,0,1,1,1,0,0,18,empty_cylinders_not_collected,2023,12,52,COVID19_severe,0,52,0,11,18,857.0,0.0,1,generator_only,0
4182,referral_hospital,O2_0166,urban,233,1,1,1,1,oxygen_concentrator,7,4,5.7,1,12,5,6,0,1,0,0,1,0,0,not_applicable,2022,11,44,pneumonia_child,34,10,0,1,0,764.0,3.0,1,grid_reliable,12
4183,referral_hospital,O2_0197,urban,288,1,1,1,1,PSA_plant_onsite,7,5,0.9,1,10,3,0,0,1,1,1,1,1,0,not_applicable,2024,11,38,heart_failure,24,14,1,8,0,599.0,18.0,1,grid_unreliable,7
4184,referral_hospital,O2_0141,rural,239,1,1,1,1,cylinder_piped,0,0,3.8,1,7,3,8,0,1,0,0,1,0,4,PSA_plant_breakdown,2022,2,35,surgical_anaesthesia,25,10,1,3,0,703.0,1.0,1,grid_reliable,5
4185,referral_hospital,O2_0134,peri_urban,221,1,1,1,1,cylinder_piped,0,0,1.1,1,8,4,5,0,1,1,0,1,1,0,not_applicable,2021,11,31,pneumonia_child,24,7,1,2,0,668.0,10.0,1,generator_only,3
4186,referral_hospital,O2_0131,urban,272,1,1,1,1,oxygen_concentrator,6,5,1.6,1,12,5,5,0,1,1,0,0,0,7,power_outage,2021,4,41,surgical_anaesthesia,0,41,0,14,13,812.0,20.0,1,grid_reliable,33
4187,referral_hospital,O2_0166,rural,240,1,1,1,1,LOX_bulk_tank,7,7,1.2,1,6,3,5,0,1,1,1,1,1,0,not_applicable,2021,12,43,neonatal_respiratory,32,11,1,1,0,604.0,4.0,1,grid_reliable,3
4188,referral_hospital,O2_0157,peri_urban,322,1,1,1,1,cylinder_piped,4,3,1.9,1,7,7,7,0,1,1,0,1,0,0,not_applicable,2022,4,31,trauma,30,1,1,0,0,1015.0,1.0,1,grid_reliable,4
4189,referral_hospital,O2_0154,urban,262,1,1,1,1,cylinder_piped,0,0,1.9,1,13,7,15,0,1,1,0,0,0,12,no_oxygen_source,2024,4,48,neonatal_respiratory,0,48,0,21,3,928.0,7.0,1,generator_only,6
4190,referral_hospital,O2_0005,urban,274,1,1,1,1,LOX_bulk_tank,4,2,1.6,1,8,9,9,0,1,1,0,1,1,0,not_applicable,2022,5,42,heart_failure,39,3,1,0,0,781.0,1.0,0,grid_unreliable,0
4191,referral_hospital,O2_0041,urban,197,1,1,1,1,PSA_plant_onsite,0,0,3.0,1,12,5,9,0,1,0,0,1,1,0,not_applicable,2023,7,40,COVID19_severe,29,11,1,2,0,435.0,11.0,1,grid_unreliable,2
4192,referral_hospital,O2_0178,urban,258,1,1,1,1,cylinder_piped,0,0,1.7,1,11,4,2,0,1,1,1,1,1,0,not_applicable,2024,8,30,neonatal_respiratory,20,10,1,3,0,851.0,5.0,1,grid_unreliable,8
4193,referral_hospital,O2_0155,urban,196,1,1,1,1,LOX_bulk_tank,0,0,4.0,1,15,12,6,0,1,1,0,1,1,1,demand_surge,2022,1,37,severe_malaria,36,1,1,0,0,629.0,55.0,1,grid_reliable,14
4194,referral_hospital,O2_0051,rural,264,1,1,1,1,PSA_plant_onsite,0,0,8.9,1,14,9,4,0,1,0,0,0,0,23,concentrator_malfunction,2022,2,43,heart_failure,0,43,0,11,3,793.0,100.0,0,grid_unreliable,1
4195,referral_hospital,O2_0109,rural,272,1,1,1,1,cylinder_piped,0,0,4.3,1,9,5,5,0,1,1,0,0,0,30,power_outage,2023,12,48,trauma,0,48,0,16,0,871.0,4.0,0,grid_reliable,2
4196,referral_hospital,O2_0022,peri_urban,284,1,1,1,1,LOX_bulk_tank,0,0,2.2,1,8,6,13,0,1,1,0,1,1,0,not_applicable,2024,6,31,pneumonia_adult,27,4,0,0,0,582.0,12.0,1,grid_reliable,5
4197,referral_hospital,O2_0184,urban,248,1,1,1,1,cylinder_piped,0,0,1.3,1,11,4,1,0,1,1,0,1,1,0,not_applicable,2021,2,47,pneumonia_child,36,11,1,3,0,1008.0,8.0,1,solar,3
4198,referral_hospital,O2_0135,rural,256,1,1,1,1,cylinder_piped,4,4,6.3,1,10,2,1,0,1,1,1,1,1,0,not_applicable,2023,11,34,COPD_exacerbation,21,13,1,5,0,885.0,9.0,1,solar,1
4199,referral_hospital,O2_0183,urban,222,1,1,1,1,LOX_bulk_tank,0,0,0.8,1,8,3,0,0,1,1,0,1,1,0,not_applicable,2022,8,42,sepsis,37,5,1,3,0,746.0,15.0,1,grid_reliable,6
4200,referral_hospital,O2_0001,rural,215,1,1,1,1,cylinder_piped,0,0,2.3,1,7,4,0,0,1,0,0,1,1,0,not_applicable,2021,1,39,severe_malaria,25,14,1,5,0,713.0,5.0,1,generator_only,2
4201,referral_hospital,O2_0174,urban,224,1,1,1,1,PSA_plant_onsite,5,1,3.5,1,6,3,18,1,1,1,1,0,0,24,demand_surge,2024,1,41,COPD_exacerbation,0,41,0,15,22,1013.0,22.0,1,grid_reliable,0
4202,referral_hospital,O2_0053,urban,253,1,1,1,1,oxygen_concentrator,4,2,2.0,1,9,2,0,0,1,1,1,1,1,0,not_applicable,2022,3,44,severe_malaria,34,10,1,3,0,567.0,56.0,1,generator_only,3
4203,referral_hospital,O2_0103,urban,288,1,1,1,1,oxygen_concentrator,2,0,0.7,1,7,7,6,0,1,1,1,1,1,0,not_applicable,2021,6,42,neonatal_respiratory,40,2,1,0,0,795.0,17.0,1,grid_reliable,5
4204,referral_hospital,O2_0007,peri_urban,263,1,1,1,1,cylinder_piped,0,0,3.1,1,6,6,18,0,1,0,0,1,0,0,not_applicable,2023,12,44,sepsis,39,5,0,2,0,518.0,28.0,1,grid_unreliable,4
4205,referral_hospital,O2_0020,rural,241,1,1,1,1,LOX_bulk_tank,6,3,1.3,1,8,6,0,0,1,1,1,1,0,0,not_applicable,2022,7,42,COPD_exacerbation,31,11,1,5,0,500.0,6.0,1,grid_unreliable,1
4206,referral_hospital,O2_0032,peri_urban,247,1,1,1,1,cylinder_piped,0,0,8.8,1,12,8,1,0,1,0,0,1,1,0,not_applicable,2021,6,37,trauma,26,11,1,4,0,494.0,4.0,1,grid_unreliable,1
4207,referral_hospital,O2_0148,urban,262,1,1,1,1,cylinder_piped,6,6,2.0,1,12,8,3,0,1,1,1,1,0,0,not_applicable,2021,1,33,trauma,30,3,1,2,0,973.0,3.0,1,solar,2
4208,referral_hospital,O2_0162,urban,230,1,1,1,1,LOX_bulk_tank,0,0,5.9,1,14,5,2,0,1,1,1,0,0,7,empty_cylinders_not_collected,2022,7,35,neonatal_respiratory,0,35,0,10,8,689.0,18.0,1,grid_reliable,10
4209,referral_hospital,O2_0008,urban,226,1,1,1,1,LOX_bulk_tank,0,0,1.1,1,7,7,0,0,1,0,0,0,0,1,PSA_plant_breakdown,2023,3,47,neonatal_respiratory,0,47,0,15,4,1004.0,7.0,0,grid_unreliable,2
4210,referral_hospital,O2_0120,rural,209,1,1,1,1,cylinder_piped,3,1,5.2,1,12,8,18,0,1,1,1,1,1,0,not_applicable,2024,10,37,heart_failure,29,8,1,2,0,850.0,11.0,1,grid_unreliable,6
4211,referral_hospital,O2_0027,urban,249,1,1,1,1,oxygen_concentrator,3,2,2.1,1,16,6,7,0,1,1,0,1,1,0,not_applicable,2022,9,37,COPD_exacerbation,28,9,1,6,0,761.0,11.0,1,grid_reliable,3
4212,referral_hospital,O2_0121,urban,236,1,1,1,1,LOX_bulk_tank,0,0,9.5,1,10,2,0,0,1,1,1,0,0,12,piping_system_leak,2022,11,49,heart_failure,0,49,0,12,18,813.0,32.0,0,generator_only,0
4213,referral_hospital,O2_0186,urban,258,1,1,1,1,oxygen_concentrator,6,5,2.6,1,6,6,1,0,1,0,0,1,1,0,not_applicable,2022,3,36,severe_malaria,29,7,1,5,0,651.0,2.0,1,grid_reliable,0
4214,referral_hospital,O2_0055,peri_urban,327,1,1,1,1,PSA_plant_onsite,0,0,3.8,1,9,4,4,0,1,1,1,1,1,0,not_applicable,2021,6,44,pneumonia_adult,33,11,0,3,0,803.0,12.0,1,grid_reliable,0
4215,referral_hospital,O2_0041,urban,226,1,1,1,1,LOX_bulk_tank,0,0,5.4,1,11,2,10,0,1,1,1,0,0,30,empty_cylinders_not_collected,2024,8,32,COVID19_severe,0,32,0,9,1,777.0,1.0,1,grid_unreliable,2
4216,referral_hospital,O2_0143,urban,235,1,1,1,1,oxygen_concentrator,4,2,5.4,1,12,5,4,0,1,1,1,1,0,0,not_applicable,2023,8,38,pneumonia_child,31,7,0,3,0,735.0,2.0,0,generator_only,10
4217,referral_hospital,O2_0063,urban,276,1,1,1,1,oxygen_concentrator,6,6,1.9,1,15,9,5,0,1,1,0,1,1,0,not_applicable,2024,12,36,surgical_anaesthesia,29,7,1,3,0,558.0,7.0,1,generator_only,4
4218,referral_hospital,O2_0035,rural,256,1,1,1,1,oxygen_concentrator,4,4,0.1,1,13,9,3,0,1,1,1,1,1,0,not_applicable,2023,8,40,severe_malaria,26,14,1,4,0,758.0,20.0,1,generator_only,0
4219,referral_hospital,O2_0013,urban,255,1,1,1,1,LOX_bulk_tank,0,0,0.7,1,9,5,2,0,1,1,1,1,1,0,not_applicable,2024,4,36,other_hypoxemia,34,2,0,1,0,535.0,5.0,1,grid_unreliable,2
4220,referral_hospital,O2_0175,rural,259,1,1,1,1,oxygen_concentrator,4,1,7.1,1,9,3,9,0,1,1,1,1,1,0,not_applicable,2023,10,45,neonatal_respiratory,40,5,1,3,0,887.0,0.0,1,generator_only,2
4221,referral_hospital,O2_0090,peri_urban,224,1,1,1,1,cylinder_piped,4,1,0.5,1,5,4,7,0,1,1,0,1,0,0,not_applicable,2021,4,44,severe_malaria,26,18,1,4,0,889.0,9.0,0,grid_reliable,5
4222,referral_hospital,O2_0172,peri_urban,251,1,1,1,1,cylinder_portable,0,0,9.4,1,14,8,5,0,1,1,0,0,0,17,supplier_stockout,2022,4,43,COPD_exacerbation,0,43,0,13,15,753.0,44.0,1,grid_reliable,0
4223,referral_hospital,O2_0083,urban,257,1,1,1,1,LOX_bulk_tank,9,6,2.9,1,6,5,0,0,1,0,0,1,0,0,not_applicable,2022,9,42,COPD_exacerbation,38,4,1,0,0,793.0,11.0,1,grid_unreliable,14
4224,referral_hospital,O2_0092,peri_urban,216,1,1,1,1,PSA_plant_onsite,0,0,1.8,1,5,3,1,0,1,1,1,1,1,0,not_applicable,2024,7,49,sepsis,34,15,1,6,0,1078.0,4.0,1,grid_reliable,2
4225,referral_hospital,O2_0140,urban,276,1,1,1,1,PSA_plant_onsite,0,0,2.4,1,12,2,3,1,1,1,0,1,0,0,not_applicable,2023,11,31,asthma_severe,27,4,1,0,0,900.0,91.0,1,grid_reliable,2
4226,referral_hospital,O2_0127,urban,294,1,1,1,1,cylinder_piped,0,0,0.1,1,6,5,0,0,1,1,1,1,1,0,not_applicable,2024,8,45,COVID19_severe,29,16,1,8,0,1123.0,18.0,1,grid_unreliable,26
4227,referral_hospital,O2_0027,peri_urban,171,1,1,1,1,PSA_plant_onsite,7,3,0.0,1,8,6,0,1,1,1,1,1,1,0,not_applicable,2021,4,47,pneumonia_adult,42,5,0,1,0,501.0,5.0,1,grid_unreliable,5
4228,referral_hospital,O2_0081,peri_urban,241,1,1,1,1,LOX_bulk_tank,0,0,2.4,1,11,7,4,0,1,1,0,1,1,0,not_applicable,2023,2,36,pneumonia_adult,27,9,1,2,0,797.0,1.0,1,grid_reliable,11
4229,referral_hospital,O2_0030,urban,246,1,1,1,1,PSA_plant_onsite,0,0,3.8,1,8,2,0,1,1,1,0,1,1,0,not_applicable,2022,3,43,pneumonia_child,31,12,0,5,0,602.0,10.0,1,grid_reliable,15
4230,referral_hospital,O2_0107,rural,345,1,1,1,1,LOX_bulk_tank,0,0,2.4,1,14,5,0,0,1,1,1,1,1,0,not_applicable,2024,7,38,pneumonia_child,34,4,0,0,0,858.0,6.0,1,grid_reliable,0
4231,referral_hospital,O2_0126,urban,297,1,1,1,1,oxygen_concentrator,6,2,1.4,1,12,5,2,0,1,1,1,0,0,4,cylinder_delivery_delay,2024,1,39,pneumonia_child,0,39,0,16,16,855.0,2.0,0,grid_unreliable,9
4232,referral_hospital,O2_0170,urban,296,1,1,1,1,cylinder_piped,3,2,4.1,1,10,5,12,0,1,1,1,1,1,0,not_applicable,2023,6,55,pneumonia_child,44,11,1,3,0,806.0,5.0,1,grid_reliable,1
4233,referral_hospital,O2_0178,urban,317,1,1,1,1,LOX_bulk_tank,0,0,1.2,1,11,6,1,0,1,0,0,0,0,7,concentrator_malfunction,2023,4,35,trauma,0,35,0,6,7,730.0,5.0,1,grid_reliable,21
4234,referral_hospital,O2_0122,rural,263,1,1,1,1,cylinder_piped,0,0,15.6,1,5,5,0,0,1,1,1,1,0,7,supplier_stockout,2022,8,38,neonatal_respiratory,38,0,1,0,0,796.0,7.0,0,grid_reliable,4
4235,referral_hospital,O2_0071,peri_urban,236,1,1,1,1,LOX_bulk_tank,0,0,0.9,1,8,6,4,0,1,1,1,0,0,28,demand_surge,2021,9,39,COPD_exacerbation,0,39,0,16,0,665.0,5.0,1,grid_unreliable,8
4236,referral_hospital,O2_0075,rural,273,1,1,1,1,oxygen_concentrator,5,4,9.1,1,9,2,17,0,1,1,1,1,0,0,not_applicable,2024,2,38,pneumonia_adult,25,13,1,5,0,661.0,12.0,1,grid_unreliable,1
4237,referral_hospital,O2_0096,peri_urban,266,1,1,1,1,LOX_bulk_tank,0,0,0.3,1,11,6,11,0,1,1,0,1,1,0,not_applicable,2023,1,43,COPD_exacerbation,33,10,1,4,0,786.0,7.0,1,none,1
4238,referral_hospital,O2_0199,rural,276,1,1,1,1,LOX_bulk_tank,0,0,0.4,1,9,5,5,0,1,0,0,1,1,0,not_applicable,2022,9,41,neonatal_respiratory,41,0,1,0,0,614.0,32.0,1,grid_unreliable,6
4239,referral_hospital,O2_0167,urban,288,1,1,1,1,PSA_plant_onsite,6,4,6.9,1,7,5,10,1,1,1,1,1,1,1,concentrator_malfunction,2023,7,31,COVID19_severe,20,11,1,4,0,667.0,17.0,1,solar,1
4240,referral_hospital,O2_0098,urban,184,1,1,1,1,PSA_plant_onsite,0,0,2.5,1,9,5,0,1,1,0,0,1,1,0,not_applicable,2024,2,46,trauma,31,15,1,7,0,972.0,58.0,0,grid_unreliable,0
4241,referral_hospital,O2_0014,rural,294,1,1,1,1,PSA_plant_onsite,0,0,2.0,1,11,7,5,1,1,1,1,0,0,2,power_outage,2023,7,33,pneumonia_child,0,33,0,6,5,897.0,1.0,1,grid_reliable,6
4242,referral_hospital,O2_0008,peri_urban,171,1,1,1,1,LOX_bulk_tank,0,0,3.3,1,10,6,1,0,1,1,1,1,1,0,not_applicable,2024,6,48,other_hypoxemia,37,11,1,5,0,958.0,4.0,1,generator_only,2
4243,referral_hospital,O2_0127,peri_urban,250,1,1,1,1,cylinder_portable,0,0,0.5,1,5,4,5,0,1,0,0,1,1,0,not_applicable,2021,1,47,COPD_exacerbation,28,19,0,7,0,753.0,21.0,1,grid_unreliable,7
4244,referral_hospital,O2_0132,urban,288,1,1,1,1,PSA_plant_onsite,8,3,0.7,1,11,6,0,1,1,1,1,1,1,3,PSA_plant_breakdown,2023,6,43,heart_failure,40,3,1,0,0,765.0,12.0,1,grid_reliable,1
4245,referral_hospital,O2_0119,peri_urban,298,1,1,1,1,oxygen_concentrator,7,4,1.5,1,11,4,2,0,1,1,1,0,0,1,cylinder_delivery_delay,2021,12,57,surgical_anaesthesia,0,57,0,14,15,756.0,3.0,1,solar,13
4246,referral_hospital,O2_0062,urban,256,1,1,1,1,oxygen_concentrator,5,2,0.7,1,6,8,5,0,1,0,0,1,1,0,not_applicable,2024,4,47,pneumonia_child,39,8,1,4,0,833.0,5.0,1,grid_reliable,3
4247,referral_hospital,O2_0175,rural,179,1,1,1,1,PSA_plant_onsite,0,0,1.2,1,10,2,4,0,1,0,0,1,1,3,power_outage,2023,2,37,COPD_exacerbation,34,3,1,2,0,996.0,10.0,1,grid_reliable,6
4248,referral_hospital,O2_0073,urban,238,1,1,1,1,PSA_plant_onsite,0,0,0.9,1,14,5,1,0,1,1,1,1,1,0,not_applicable,2024,3,53,COVID19_severe,31,22,0,7,0,812.0,7.0,1,grid_reliable,0
4249,referral_hospital,O2_0019,peri_urban,257,1,1,1,1,cylinder_portable,0,0,4.7,1,8,5,6,0,1,1,0,1,1,3,piping_system_leak,2024,10,36,COVID19_severe,22,14,1,6,0,461.0,4.0,0,grid_unreliable,0
4250,referral_hospital,O2_0091,rural,315,1,1,1,1,PSA_plant_onsite,1,0,1.2,1,12,5,1,1,1,1,1,1,1,0,not_applicable,2024,10,39,pneumonia_child,25,14,0,5,0,531.0,44.0,1,generator_only,0
4251,referral_hospital,O2_0156,peri_urban,300,1,1,1,1,oxygen_concentrator,2,1,3.2,1,12,1,1,0,1,1,1,1,1,0,not_applicable,2023,4,48,pneumonia_child,37,11,1,4,0,605.0,16.0,1,generator_only,2
4252,referral_hospital,O2_0012,urban,318,1,1,1,1,cylinder_piped,0,0,9.9,1,14,3,9,0,1,1,0,1,1,4,PSA_plant_breakdown,2023,7,45,pneumonia_child,29,16,1,5,0,829.0,4.0,1,grid_reliable,0
4253,referral_hospital,O2_0050,peri_urban,229,1,1,1,1,PSA_plant_onsite,0,0,4.3,1,13,7,16,1,1,1,0,1,1,0,not_applicable,2023,5,36,neonatal_respiratory,21,15,1,4,0,610.0,6.0,1,grid_unreliable,9
4254,referral_hospital,O2_0023,peri_urban,259,1,1,1,1,LOX_bulk_tank,0,0,3.5,1,14,3,2,0,1,1,1,1,0,0,not_applicable,2022,4,29,surgical_anaesthesia,24,5,1,3,0,849.0,13.0,1,grid_unreliable,13
4255,referral_hospital,O2_0086,rural,223,1,1,1,1,cylinder_piped,0,0,0.9,1,15,6,2,0,1,1,1,1,1,0,not_applicable,2024,3,31,neonatal_respiratory,17,14,1,3,0,916.0,0.0,0,solar,0
4256,referral_hospital,O2_0093,urban,295,1,1,1,1,oxygen_concentrator,3,1,2.1,1,8,0,8,0,1,1,1,1,1,0,not_applicable,2024,12,35,surgical_anaesthesia,31,4,1,4,0,756.0,12.0,1,grid_reliable,0
4257,referral_hospital,O2_0098,urban,217,1,1,1,1,LOX_bulk_tank,0,0,0.8,1,14,1,0,0,1,1,1,1,1,0,not_applicable,2021,5,43,sepsis,43,0,1,0,0,988.0,3.0,0,grid_unreliable,5
4258,referral_hospital,O2_0034,urban,305,1,1,1,1,oxygen_concentrator,7,4,2.6,1,5,4,3,0,1,1,1,1,1,5,empty_cylinders_not_collected,2022,6,41,COPD_exacerbation,25,16,1,7,0,880.0,14.0,1,grid_reliable,0
4259,referral_hospital,O2_0127,urban,249,1,1,1,1,PSA_plant_onsite,0,0,7.2,1,7,4,0,0,1,1,0,1,1,0,not_applicable,2023,5,50,other_hypoxemia,30,20,1,8,0,813.0,24.0,0,grid_reliable,7
4260,referral_hospital,O2_0187,peri_urban,268,1,1,1,1,LOX_bulk_tank,0,0,0.7,1,12,4,1,0,1,1,0,0,0,2,regulator_valve_failure,2023,7,43,asthma_severe,0,43,0,11,15,870.0,11.0,1,grid_unreliable,1
4261,referral_hospital,O2_0184,peri_urban,233,1,1,1,1,LOX_bulk_tank,0,0,0.6,1,11,3,0,0,1,0,0,1,1,0,not_applicable,2024,1,37,pneumonia_adult,33,4,0,1,0,942.0,16.0,1,grid_reliable,5
4262,referral_hospital,O2_0184,urban,211,1,1,1,1,oxygen_concentrator,1,0,0.3,1,11,6,10,0,1,1,1,1,1,0,not_applicable,2024,9,48,surgical_anaesthesia,48,0,1,0,0,728.0,17.0,1,grid_reliable,2
4263,referral_hospital,O2_0144,rural,243,1,1,1,1,PSA_plant_onsite,0,0,1.4,1,7,3,9,0,1,1,1,1,1,9,power_outage,2024,9,46,COPD_exacerbation,46,0,0,0,0,893.0,62.0,1,grid_reliable,0
4264,referral_hospital,O2_0166,peri_urban,258,1,1,1,1,cylinder_portable,5,2,3.2,1,13,4,3,0,1,1,1,1,1,0,not_applicable,2023,8,26,pneumonia_child,16,10,1,3,0,819.0,13.0,1,grid_unreliable,4
4265,referral_hospital,O2_0089,peri_urban,316,1,1,1,1,cylinder_piped,0,0,2.9,1,14,5,15,0,1,1,1,1,1,0,not_applicable,2024,7,46,pneumonia_adult,22,24,1,6,0,1005.0,8.0,1,generator_only,0
4266,referral_hospital,O2_0058,peri_urban,213,1,1,1,1,LOX_bulk_tank,0,0,9.2,1,5,6,9,0,1,1,1,1,1,0,not_applicable,2023,5,44,heart_failure,37,7,1,2,0,706.0,9.0,1,solar,1
4267,referral_hospital,O2_0058,peri_urban,252,1,1,1,1,cylinder_portable,0,0,2.0,1,10,5,1,0,1,1,1,0,0,10,cylinder_delivery_delay,2022,2,29,COPD_exacerbation,0,29,0,7,11,631.0,16.0,1,generator_only,3
4268,referral_hospital,O2_0040,rural,309,1,1,1,1,PSA_plant_onsite,0,0,4.2,1,6,4,1,0,1,1,0,1,1,1,power_outage,2024,5,39,severe_malaria,37,2,1,2,0,864.0,1.0,0,grid_reliable,5
4269,referral_hospital,O2_0017,urban,282,1,1,1,1,oxygen_concentrator,4,1,1.3,1,10,2,0,0,1,1,1,1,0,0,not_applicable,2024,4,43,other_hypoxemia,32,11,1,2,0,840.0,15.0,1,solar,3
4270,referral_hospital,O2_0113,urban,253,1,1,1,1,LOX_bulk_tank,0,0,0.3,1,7,3,1,0,1,1,1,1,1,0,not_applicable,2023,2,35,surgical_anaesthesia,33,2,1,1,0,948.0,45.0,1,grid_reliable,2
4271,referral_hospital,O2_0183,urban,205,1,1,1,1,cylinder_portable,0,0,9.1,1,8,3,3,0,1,1,1,0,0,30,supplier_stockout,2021,12,37,COPD_exacerbation,0,37,0,13,7,715.0,16.0,1,generator_only,5
4272,referral_hospital,O2_0050,peri_urban,219,1,1,1,1,PSA_plant_onsite,0,0,4.4,1,15,3,3,0,1,0,0,1,1,0,not_applicable,2023,11,33,sepsis,28,5,1,2,0,1001.0,12.0,1,generator_only,11
4273,referral_hospital,O2_0144,peri_urban,320,1,1,1,1,cylinder_piped,0,0,2.7,1,15,6,8,0,1,1,1,1,1,0,not_applicable,2024,1,36,severe_malaria,20,16,1,7,0,838.0,15.0,1,grid_unreliable,1
4274,referral_hospital,O2_0124,urban,181,1,1,1,1,PSA_plant_onsite,0,0,3.8,1,8,5,8,0,1,1,1,1,1,0,not_applicable,2023,11,34,neonatal_respiratory,24,10,0,6,0,893.0,8.0,0,grid_reliable,6
4275,referral_hospital,O2_0048,urban,314,1,1,1,1,LOX_bulk_tank,0,0,1.0,1,12,1,0,0,1,1,0,1,1,0,not_applicable,2023,3,39,surgical_anaesthesia,22,17,1,2,0,920.0,1.0,1,grid_reliable,6
4276,referral_hospital,O2_0075,peri_urban,209,1,1,1,1,cylinder_piped,0,0,2.0,1,12,1,7,0,1,1,1,1,1,1,empty_cylinders_not_collected,2023,6,47,heart_failure,43,4,1,0,0,691.0,10.0,1,grid_unreliable,0
4277,referral_hospital,O2_0119,peri_urban,213,1,1,1,1,PSA_plant_onsite,0,0,2.3,1,7,3,7,1,1,1,0,0,0,30,power_outage,2022,10,54,pneumonia_child,0,54,0,14,24,944.0,7.0,1,grid_reliable,9
4278,referral_hospital,O2_0098,rural,313,1,1,1,1,PSA_plant_onsite,0,0,2.0,1,9,2,3,0,1,1,1,0,0,30,PSA_plant_breakdown,2024,8,39,pneumonia_child,0,39,0,17,9,776.0,15.0,1,grid_reliable,7
4279,referral_hospital,O2_0065,urban,281,1,1,1,1,oxygen_concentrator,9,7,0.2,1,9,5,1,0,1,1,1,0,0,7,demand_surge,2024,4,46,neonatal_respiratory,0,46,0,21,17,550.0,8.0,1,grid_reliable,0
4280,referral_hospital,O2_0145,peri_urban,244,1,1,1,1,oxygen_concentrator,2,2,7.6,1,8,2,15,0,1,1,1,1,0,0,not_applicable,2021,5,41,neonatal_respiratory,40,1,1,1,0,756.0,9.0,0,grid_reliable,14
4281,referral_hospital,O2_0072,urban,242,1,1,1,1,cylinder_portable,0,0,0.0,1,9,8,2,0,1,1,1,1,0,7,demand_surge,2024,7,45,COPD_exacerbation,34,11,1,2,0,822.0,15.0,1,grid_unreliable,3
4282,referral_hospital,O2_0022,rural,308,1,1,1,1,PSA_plant_onsite,0,0,1.9,1,11,5,6,1,1,1,1,1,1,8,piping_system_leak,2023,1,49,COVID19_severe,43,6,1,1,0,871.0,6.0,1,grid_unreliable,8
4283,referral_hospital,O2_0027,rural,261,1,1,1,1,LOX_bulk_tank,0,0,2.7,1,11,5,3,0,1,1,0,1,1,0,not_applicable,2024,12,46,pneumonia_child,46,0,1,0,0,839.0,1.0,1,generator_only,7
4284,referral_hospital,O2_0004,urban,244,1,1,1,1,LOX_bulk_tank,0,0,0.5,1,12,2,2,0,1,1,1,1,1,0,not_applicable,2021,3,39,trauma,38,1,1,0,0,676.0,13.0,1,grid_unreliable,1
4285,referral_hospital,O2_0042,urban,211,1,1,1,1,cylinder_portable,0,0,0.2,1,10,3,9,0,1,1,1,1,1,0,not_applicable,2021,2,51,pneumonia_child,51,0,0,0,0,646.0,13.0,1,grid_unreliable,3
4286,referral_hospital,O2_0155,peri_urban,276,1,1,1,1,PSA_plant_onsite,0,0,1.3,1,8,4,1,0,1,1,1,1,0,0,not_applicable,2023,7,44,severe_malaria,35,9,1,5,0,1044.0,22.0,1,grid_unreliable,0
4287,referral_hospital,O2_0186,urban,252,1,1,1,1,PSA_plant_onsite,3,1,2.6,1,5,3,11,0,1,1,1,1,1,4,PSA_plant_breakdown,2023,11,42,surgical_anaesthesia,36,6,1,1,0,583.0,10.0,1,generator_only,4
4288,referral_hospital,O2_0083,urban,243,1,1,1,1,oxygen_concentrator,7,4,0.4,1,14,4,4,0,1,1,1,1,0,0,not_applicable,2024,2,42,asthma_severe,26,16,1,4,0,758.0,6.0,1,grid_unreliable,10
4289,referral_hospital,O2_0169,rural,217,1,1,1,1,oxygen_concentrator,8,2,1.5,1,13,7,0,0,1,1,1,1,1,0,not_applicable,2024,9,47,severe_malaria,45,2,1,0,0,771.0,42.0,1,grid_reliable,1
4290,referral_hospital,O2_0043,peri_urban,252,1,1,1,1,LOX_bulk_tank,0,0,2.7,1,6,3,2,0,1,1,1,1,1,0,not_applicable,2024,5,32,neonatal_respiratory,22,10,0,3,0,705.0,47.0,1,solar,2
4291,referral_hospital,O2_0053,rural,201,1,1,1,1,cylinder_piped,0,0,4.8,1,13,3,4,0,1,1,1,0,0,4,PSA_plant_breakdown,2022,2,39,severe_malaria,0,39,0,14,10,708.0,2.0,1,grid_reliable,3
4292,referral_hospital,O2_0183,rural,243,1,1,1,1,PSA_plant_onsite,0,0,1.6,1,7,10,5,0,1,1,1,0,0,5,no_oxygen_source,2022,9,27,severe_malaria,0,27,0,6,0,613.0,78.0,1,solar,17
4293,referral_hospital,O2_0151,urban,265,1,1,1,1,oxygen_concentrator,10,6,0.2,1,11,4,7,0,1,1,1,1,1,0,not_applicable,2023,9,49,heart_failure,33,16,0,3,0,780.0,1.0,1,grid_reliable,9
4294,referral_hospital,O2_0179,urban,244,1,1,1,1,PSA_plant_onsite,0,0,0.3,1,10,2,0,1,1,1,1,1,1,0,not_applicable,2023,3,38,COVID19_severe,30,8,1,1,0,616.0,27.0,1,generator_only,7
4295,referral_hospital,O2_0127,rural,250,1,1,1,1,oxygen_concentrator,3,2,4.1,1,10,7,4,0,1,1,0,1,1,0,not_applicable,2024,3,40,COPD_exacerbation,40,0,1,0,0,718.0,15.0,1,grid_unreliable,30
4296,referral_hospital,O2_0160,urban,211,1,1,1,1,LOX_bulk_tank,0,0,3.4,1,7,9,4,0,1,0,0,0,0,11,piping_system_leak,2022,4,29,neonatal_respiratory,0,29,0,9,14,751.0,13.0,1,generator_only,12
4297,referral_hospital,O2_0069,peri_urban,302,1,1,1,1,LOX_bulk_tank,0,0,5.2,1,15,8,5,0,1,1,1,1,0,0,not_applicable,2022,12,43,COVID19_severe,37,6,0,1,0,826.0,1.0,1,solar,9
4298,referral_hospital,O2_0083,urban,281,1,1,1,1,cylinder_piped,0,0,10.6,1,14,4,6,0,1,1,0,1,1,0,not_applicable,2021,7,38,asthma_severe,30,8,1,4,0,961.0,5.0,1,grid_reliable,6
4299,referral_hospital,O2_0052,peri_urban,245,1,1,1,1,LOX_bulk_tank,0,0,5.6,1,8,6,1,0,1,1,1,1,1,1,demand_surge,2022,3,43,sepsis,28,15,0,5,0,678.0,45.0,1,grid_reliable,6
4300,referral_hospital,O2_0012,urban,238,1,1,1,1,LOX_bulk_tank,0,0,8.4,1,10,5,3,0,1,1,1,1,1,0,not_applicable,2023,4,45,surgical_anaesthesia,35,10,1,4,0,794.0,6.0,1,generator_only,1
4301,referral_hospital,O2_0176,urban,266,1,1,1,1,LOX_bulk_tank,4,2,2.6,1,13,5,1,0,1,1,1,1,1,0,not_applicable,2022,2,41,pneumonia_adult,39,2,1,1,0,966.0,1.0,1,grid_reliable,1
4302,referral_hospital,O2_0062,rural,245,1,1,1,1,LOX_bulk_tank,0,0,3.4,1,9,3,6,0,1,1,1,0,0,8,concentrator_malfunction,2023,9,37,neonatal_respiratory,0,37,0,14,12,948.0,31.0,1,grid_reliable,11
4303,referral_hospital,O2_0017,peri_urban,189,1,1,1,1,cylinder_piped,0,0,2.8,1,13,5,4,0,1,1,1,1,1,0,not_applicable,2023,3,38,neonatal_respiratory,32,6,1,1,0,920.0,10.0,1,grid_reliable,0
4304,referral_hospital,O2_0179,urban,225,1,1,1,1,cylinder_piped,0,0,0.1,1,12,1,2,0,1,1,1,1,1,0,not_applicable,2021,7,36,neonatal_respiratory,31,5,1,1,0,705.0,23.0,1,solar,6
4305,referral_hospital,O2_0072,urban,250,1,1,1,1,oxygen_concentrator,6,4,0.4,1,10,2,1,0,1,1,0,0,0,1,demand_surge,2023,12,37,COVID19_severe,0,37,0,14,11,898.0,19.0,1,generator_only,8
4306,referral_hospital,O2_0180,urban,153,1,1,1,1,cylinder_piped,0,0,8.0,1,11,5,0,0,1,0,0,0,0,1,concentrator_malfunction,2021,12,42,COPD_exacerbation,0,42,0,10,5,1004.0,0.0,1,solar,0
4307,referral_hospital,O2_0043,urban,277,1,1,1,1,cylinder_piped,0,0,1.7,1,8,6,9,0,1,1,1,1,1,0,not_applicable,2024,11,36,pneumonia_child,24,12,1,4,0,445.0,4.0,1,grid_unreliable,2
4308,referral_hospital,O2_0152,rural,232,1,1,1,1,oxygen_concentrator,8,6,2.4,1,14,4,0,0,1,1,1,0,0,7,PSA_plant_breakdown,2024,6,35,COVID19_severe,0,35,0,12,15,578.0,15.0,1,grid_reliable,3
4309,referral_hospital,O2_0105,rural,237,1,1,1,1,PSA_plant_onsite,0,0,0.5,1,10,3,4,0,1,1,1,1,1,5,power_outage,2021,10,40,COPD_exacerbation,40,0,1,0,0,778.0,23.0,0,generator_only,11
4310,referral_hospital,O2_0015,peri_urban,284,1,1,1,1,oxygen_concentrator,10,7,6.2,1,9,7,0,0,1,1,0,1,1,4,power_outage,2022,10,42,COPD_exacerbation,32,10,1,3,0,632.0,4.0,1,grid_reliable,0
4311,referral_hospital,O2_0035,urban,255,1,1,1,1,LOX_bulk_tank,0,0,3.8,1,9,3,3,0,1,1,0,1,1,0,not_applicable,2023,10,37,pneumonia_child,27,10,0,3,0,827.0,10.0,1,generator_only,4
4312,referral_hospital,O2_0053,rural,245,1,1,1,1,cylinder_piped,0,0,5.2,1,7,1,0,0,1,1,1,1,1,0,not_applicable,2022,8,44,pneumonia_child,28,16,0,5,0,772.0,14.0,1,solar,5
4313,referral_hospital,O2_0070,rural,252,1,1,1,1,PSA_plant_onsite,6,5,6.5,1,3,9,1,1,1,1,1,0,0,15,concentrator_malfunction,2022,11,38,COPD_exacerbation,0,38,0,9,11,613.0,8.0,1,grid_reliable,2
4314,referral_hospital,O2_0049,rural,260,1,1,1,1,cylinder_piped,0,0,6.9,1,11,9,3,0,1,1,0,1,0,0,not_applicable,2024,6,44,neonatal_respiratory,35,9,0,4,0,891.0,9.0,0,grid_reliable,10
4315,referral_hospital,O2_0025,urban,188,1,1,1,1,PSA_plant_onsite,0,0,0.5,1,13,7,13,0,1,1,1,1,1,0,not_applicable,2022,1,37,COPD_exacerbation,37,0,1,0,0,945.0,2.0,1,grid_unreliable,2
4316,referral_hospital,O2_0083,urban,246,1,1,1,1,PSA_plant_onsite,0,0,1.1,1,6,5,1,1,1,1,1,1,1,0,not_applicable,2023,12,49,COVID19_severe,43,6,1,3,0,789.0,14.0,1,grid_reliable,1
4317,referral_hospital,O2_0022,rural,199,1,1,1,1,LOX_bulk_tank,4,1,1.0,1,8,3,3,0,1,1,1,0,0,9,supplier_stockout,2023,1,46,asthma_severe,0,46,0,14,8,785.0,11.0,1,solar,1
4318,referral_hospital,O2_0026,urban,270,1,1,1,1,LOX_bulk_tank,0,0,2.9,1,9,5,5,0,1,1,1,0,0,10,concentrator_malfunction,2023,5,40,pneumonia_child,0,40,0,14,12,654.0,5.0,1,grid_unreliable,0
4319,referral_hospital,O2_0165,urban,223,1,1,1,1,cylinder_portable,0,0,2.4,1,8,6,0,0,1,1,0,0,0,17,PSA_plant_breakdown,2024,10,29,pneumonia_child,0,29,0,13,3,1040.0,8.0,1,grid_reliable,8
4320,referral_hospital,O2_0119,rural,358,1,1,1,1,LOX_bulk_tank,0,0,5.1,1,6,4,7,0,1,1,0,1,1,0,not_applicable,2022,1,41,pneumonia_child,38,3,1,1,0,484.0,27.0,1,solar,0
4321,referral_hospital,O2_0103,urban,196,1,1,1,1,PSA_plant_onsite,0,0,0.5,1,14,4,5,0,1,1,0,0,0,6,PSA_plant_breakdown,2024,2,39,neonatal_respiratory,0,39,0,13,10,608.0,2.0,1,grid_unreliable,16
4322,referral_hospital,O2_0049,urban,258,1,1,1,1,oxygen_concentrator,6,5,0.5,1,10,5,3,0,1,1,1,1,1,0,not_applicable,2021,1,39,sepsis,35,4,1,3,0,697.0,25.0,0,grid_unreliable,12
4323,referral_hospital,O2_0125,urban,288,1,1,1,1,PSA_plant_onsite,0,0,1.8,1,8,6,0,0,1,1,1,1,0,0,not_applicable,2022,12,49,COPD_exacerbation,37,12,0,6,0,778.0,44.0,1,grid_reliable,7
4324,referral_hospital,O2_0115,peri_urban,207,1,1,1,1,PSA_plant_onsite,3,1,0.6,1,13,4,1,0,1,1,1,1,0,0,not_applicable,2024,1,37,asthma_severe,25,12,1,4,0,683.0,8.0,0,grid_unreliable,4
4325,referral_hospital,O2_0174,peri_urban,306,1,1,1,1,cylinder_piped,0,0,0.9,1,8,5,9,0,1,1,1,1,1,0,not_applicable,2024,4,36,severe_malaria,28,8,1,2,0,909.0,62.0,1,grid_reliable,3
4326,referral_hospital,O2_0166,urban,287,1,1,1,1,oxygen_concentrator,2,1,6.4,1,8,2,0,0,1,0,0,1,1,0,not_applicable,2023,1,36,heart_failure,22,14,1,5,0,566.0,1.0,1,solar,9
4327,referral_hospital,O2_0060,urban,225,1,1,1,1,oxygen_concentrator,3,2,15.0,1,7,7,1,0,1,1,0,1,1,0,not_applicable,2024,9,48,pneumonia_adult,31,17,1,4,0,652.0,12.0,1,grid_unreliable,7
4328,referral_hospital,O2_0153,urban,257,1,1,1,1,LOX_bulk_tank,0,0,0.1,1,14,3,0,0,1,1,0,1,0,0,not_applicable,2022,1,43,trauma,26,17,0,5,0,1087.0,1.0,1,generator_only,39
4329,referral_hospital,O2_0104,peri_urban,276,1,1,1,1,oxygen_concentrator,7,5,9.2,1,9,9,6,0,1,0,0,1,1,0,not_applicable,2023,6,44,surgical_anaesthesia,32,12,1,2,0,820.0,1.0,1,generator_only,8
4330,referral_hospital,O2_0077,peri_urban,332,1,1,1,1,cylinder_piped,0,0,4.2,1,13,8,9,0,1,1,0,1,1,0,not_applicable,2024,3,37,asthma_severe,31,6,1,3,0,724.0,15.0,0,grid_reliable,2
4331,referral_hospital,O2_0182,peri_urban,247,1,1,1,1,PSA_plant_onsite,0,0,0.4,1,10,6,9,0,1,1,1,1,0,0,not_applicable,2023,2,32,trauma,21,11,0,5,0,788.0,22.0,1,grid_reliable,13
4332,referral_hospital,O2_0005,urban,174,1,1,1,1,PSA_plant_onsite,0,0,0.9,1,15,2,8,1,1,1,1,1,1,0,not_applicable,2022,7,48,neonatal_respiratory,42,6,0,1,0,815.0,4.0,1,grid_reliable,5
4333,referral_hospital,O2_0009,peri_urban,274,1,1,1,1,cylinder_piped,0,0,0.4,1,14,4,0,0,1,1,1,1,1,0,not_applicable,2023,5,33,surgical_anaesthesia,24,9,1,4,0,555.0,20.0,1,grid_reliable,6
4334,referral_hospital,O2_0008,rural,283,1,1,1,1,cylinder_piped,0,0,1.5,1,4,3,4,0,1,1,1,1,1,0,not_applicable,2022,6,30,severe_malaria,25,5,0,1,0,758.0,13.0,1,grid_reliable,12
4335,referral_hospital,O2_0129,urban,259,1,1,1,1,LOX_bulk_tank,0,0,7.1,1,5,6,14,0,1,1,1,1,0,1,power_outage,2024,3,37,COVID19_severe,25,12,1,5,0,493.0,6.0,1,grid_reliable,2
4336,referral_hospital,O2_0017,peri_urban,187,1,1,1,1,oxygen_concentrator,3,2,0.5,1,8,7,4,0,1,1,1,1,0,0,not_applicable,2023,4,37,COPD_exacerbation,21,16,1,5,0,565.0,22.0,1,solar,1
4337,referral_hospital,O2_0120,urban,286,1,1,1,1,LOX_bulk_tank,0,0,0.4,1,9,8,3,0,1,1,1,1,0,0,not_applicable,2024,6,41,sepsis,30,11,1,5,0,864.0,4.0,1,grid_unreliable,1
4338,referral_hospital,O2_0131,urban,287,1,1,1,1,LOX_bulk_tank,0,0,1.3,1,5,6,2,0,1,1,1,1,1,0,not_applicable,2023,9,39,sepsis,39,0,1,0,0,627.0,2.0,0,grid_reliable,0
4339,referral_hospital,O2_0007,urban,231,1,1,1,1,cylinder_piped,0,0,0.5,1,11,6,0,0,1,1,1,1,1,0,not_applicable,2023,2,45,heart_failure,45,0,1,0,0,833.0,2.0,0,grid_unreliable,4
4340,referral_hospital,O2_0055,peri_urban,221,1,1,1,1,LOX_bulk_tank,0,0,1.3,1,11,6,3,0,1,1,0,1,1,0,not_applicable,2022,2,42,neonatal_respiratory,24,18,1,8,0,813.0,46.0,1,none,7
4341,referral_hospital,O2_0126,rural,232,1,1,1,1,cylinder_piped,0,0,2.0,1,9,8,5,0,1,1,1,1,1,0,not_applicable,2023,4,41,pneumonia_adult,27,14,1,4,0,724.0,16.0,0,solar,0
4342,referral_hospital,O2_0187,urban,206,1,1,1,1,LOX_bulk_tank,0,0,0.6,1,12,6,1,0,1,1,1,0,0,2,regulator_valve_failure,2023,5,41,neonatal_respiratory,0,41,0,12,18,954.0,42.0,1,grid_reliable,0
4343,referral_hospital,O2_0050,urban,225,1,1,1,1,cylinder_piped,0,0,1.1,1,8,6,5,0,1,0,0,1,1,0,not_applicable,2022,1,41,pneumonia_adult,31,10,1,1,0,943.0,8.0,1,grid_unreliable,14
4344,referral_hospital,O2_0086,rural,264,1,1,1,1,oxygen_concentrator,9,4,2.1,1,9,3,14,0,1,1,1,1,1,0,not_applicable,2024,2,37,heart_failure,36,1,1,0,0,781.0,3.0,1,grid_reliable,0
4345,referral_hospital,O2_0152,peri_urban,255,1,1,1,1,LOX_bulk_tank,0,0,0.5,1,8,2,8,0,1,1,1,1,1,10,concentrator_malfunction,2023,3,40,COVID19_severe,35,5,1,1,0,1048.0,4.0,1,grid_reliable,0
4346,referral_hospital,O2_0135,peri_urban,258,1,1,1,1,PSA_plant_onsite,0,0,0.8,1,14,3,5,0,1,1,1,1,1,0,not_applicable,2021,5,41,pneumonia_adult,35,6,0,2,0,803.0,15.0,1,grid_unreliable,1
4347,referral_hospital,O2_0059,urban,292,1,1,1,1,cylinder_piped,6,4,8.7,1,17,4,1,0,1,0,0,1,1,5,supplier_stockout,2023,9,39,neonatal_respiratory,39,0,1,0,0,1081.0,0.0,1,grid_reliable,8
4348,referral_hospital,O2_0096,urban,281,1,1,1,1,cylinder_piped,0,0,5.2,1,13,3,2,0,1,0,0,1,1,0,not_applicable,2024,4,36,pneumonia_adult,27,9,1,4,0,359.0,31.0,1,grid_unreliable,2
4349,referral_hospital,O2_0051,peri_urban,312,1,1,1,1,LOX_bulk_tank,0,0,2.2,1,10,6,15,0,1,1,0,1,1,0,not_applicable,2024,12,51,asthma_severe,51,0,1,0,0,779.0,13.0,1,grid_reliable,2
4350,referral_hospital,O2_0170,urban,345,1,1,1,1,LOX_bulk_tank,0,0,1.3,1,3,6,5,0,1,1,0,0,0,16,funding_for_refill,2022,11,29,asthma_severe,0,29,0,11,8,680.0,78.0,1,grid_reliable,5
4351,referral_hospital,O2_0194,urban,250,1,1,1,1,LOX_bulk_tank,0,0,1.6,1,9,3,35,0,1,1,1,1,1,2,funding_for_refill,2022,4,43,COPD_exacerbation,29,14,1,2,0,663.0,20.0,1,grid_reliable,1
4352,referral_hospital,O2_0106,rural,291,1,1,1,1,LOX_bulk_tank,0,0,0.2,1,11,4,1,0,1,0,0,1,0,7,demand_surge,2023,8,49,neonatal_respiratory,46,3,1,1,0,808.0,4.0,1,grid_reliable,0
4353,referral_hospital,O2_0045,urban,283,1,1,1,1,LOX_bulk_tank,0,0,0.1,1,11,4,5,0,1,1,0,0,0,1,demand_surge,2021,8,42,COVID19_severe,0,42,0,9,8,585.0,28.0,1,solar,3
4354,referral_hospital,O2_0004,rural,268,1,1,1,1,PSA_plant_onsite,0,0,10.6,1,9,7,1,0,1,1,1,1,1,0,not_applicable,2022,7,40,other_hypoxemia,33,7,1,1,0,722.0,3.0,1,grid_reliable,11
4355,referral_hospital,O2_0074,rural,275,1,1,1,1,LOX_bulk_tank,7,4,6.6,1,4,3,10,0,1,1,1,1,1,0,not_applicable,2023,5,37,asthma_severe,28,9,1,1,0,853.0,7.0,1,grid_unreliable,0
4356,referral_hospital,O2_0012,peri_urban,327,1,1,1,1,PSA_plant_onsite,0,0,2.4,1,10,8,6,0,1,1,0,1,0,0,not_applicable,2024,1,46,pneumonia_adult,28,18,1,8,0,727.0,15.0,1,grid_reliable,6
4357,referral_hospital,O2_0021,urban,154,1,1,1,1,cylinder_portable,0,0,0.8,1,13,4,9,0,1,1,1,0,0,3,cylinder_delivery_delay,2023,9,39,pneumonia_child,0,39,0,13,19,982.0,11.0,1,grid_unreliable,3
4358,referral_hospital,O2_0167,peri_urban,251,1,1,1,1,PSA_plant_onsite,0,0,2.4,1,7,7,0,1,1,0,0,1,0,0,not_applicable,2021,3,42,heart_failure,33,9,1,2,0,514.0,3.0,1,grid_unreliable,1
4359,referral_hospital,O2_0168,urban,322,1,1,1,1,PSA_plant_onsite,0,0,4.7,1,17,3,4,0,1,1,1,1,1,0,not_applicable,2021,3,38,pneumonia_child,24,14,0,5,0,520.0,14.0,0,grid_reliable,0
4360,referral_hospital,O2_0087,urban,243,1,1,1,1,PSA_plant_onsite,7,5,6.9,1,5,6,3,1,1,0,0,0,0,8,supplier_stockout,2022,9,41,asthma_severe,0,41,0,17,10,925.0,1.0,1,grid_reliable,1
4361,referral_hospital,O2_0122,rural,304,1,1,1,1,cylinder_portable,0,0,0.9,1,11,4,1,0,1,1,1,1,1,3,demand_surge,2024,4,38,pneumonia_adult,22,16,0,8,0,662.0,4.0,1,solar,1
4362,referral_hospital,O2_0056,urban,228,1,1,1,1,PSA_plant_onsite,0,0,2.0,1,12,2,2,0,1,1,0,0,0,8,concentrator_malfunction,2023,6,55,pneumonia_adult,0,55,0,16,13,827.0,9.0,1,generator_only,11
4363,referral_hospital,O2_0064,urban,261,1,1,1,1,PSA_plant_onsite,0,0,3.4,1,10,3,6,0,1,1,1,1,1,0,not_applicable,2024,2,42,pneumonia_child,32,10,0,2,0,734.0,39.0,1,grid_reliable,13
4364,referral_hospital,O2_0195,urban,233,1,1,1,1,oxygen_concentrator,4,3,3.4,1,10,4,2,0,1,1,1,1,0,0,not_applicable,2021,12,41,sepsis,32,9,1,4,0,740.0,14.0,1,grid_unreliable,4
4365,referral_hospital,O2_0059,urban,337,1,1,1,1,oxygen_concentrator,3,2,5.6,1,15,2,9,0,1,1,1,1,1,0,not_applicable,2022,7,50,pneumonia_adult,32,18,1,3,0,868.0,6.0,1,solar,15
4366,referral_hospital,O2_0038,urban,194,1,1,1,1,PSA_plant_onsite,0,0,2.1,1,13,9,0,0,1,1,0,1,0,0,not_applicable,2024,4,33,neonatal_respiratory,14,19,0,6,0,885.0,17.0,0,grid_reliable,2
4367,referral_hospital,O2_0006,urban,209,1,1,1,1,oxygen_concentrator,5,4,3.1,1,16,3,1,0,1,1,1,1,1,0,not_applicable,2024,10,44,sepsis,41,3,1,1,0,822.0,20.0,1,grid_unreliable,1
4368,referral_hospital,O2_0076,rural,187,1,1,1,1,LOX_bulk_tank,0,0,0.7,1,6,6,6,0,1,1,0,1,1,0,not_applicable,2023,11,46,sepsis,37,9,0,3,0,939.0,1.0,1,generator_only,7
4369,referral_hospital,O2_0134,peri_urban,268,1,1,1,1,LOX_bulk_tank,0,0,4.8,1,9,7,1,0,1,1,1,1,1,0,not_applicable,2021,11,28,COVID19_severe,28,0,1,0,0,881.0,52.0,1,grid_reliable,2
4370,referral_hospital,O2_0070,urban,255,1,1,1,1,oxygen_concentrator,7,4,9.7,1,12,7,19,0,1,1,1,1,1,0,not_applicable,2021,1,43,pneumonia_child,29,14,1,5,0,688.0,4.0,1,grid_reliable,0
4371,referral_hospital,O2_0147,rural,279,1,1,1,1,PSA_plant_onsite,0,0,1.4,1,7,7,1,1,1,1,1,1,0,1,cylinder_delivery_delay,2023,9,33,other_hypoxemia,33,0,1,0,0,775.0,3.0,1,grid_reliable,3
4372,referral_hospital,O2_0041,urban,238,1,1,1,1,LOX_bulk_tank,0,0,0.9,1,8,5,6,0,1,1,1,1,1,0,not_applicable,2022,5,24,severe_malaria,22,2,0,0,0,910.0,23.0,1,grid_unreliable,4
4373,referral_hospital,O2_0154,rural,295,1,1,1,1,cylinder_piped,0,0,9.4,1,12,3,7,0,1,0,0,1,1,0,not_applicable,2021,10,42,pneumonia_child,34,8,1,3,0,892.0,29.0,1,generator_only,5
4374,referral_hospital,O2_0155,urban,255,1,1,1,1,oxygen_concentrator,5,4,0.3,1,12,5,12,0,1,1,1,1,1,0,not_applicable,2024,6,42,surgical_anaesthesia,42,0,1,0,0,795.0,16.0,1,grid_unreliable,12
4375,referral_hospital,O2_0161,urban,269,1,1,1,1,cylinder_piped,0,0,1.0,1,9,3,26,0,1,1,1,0,0,18,concentrator_malfunction,2021,10,42,COVID19_severe,0,42,0,19,5,905.0,2.0,1,solar,4
4376,referral_hospital,O2_0138,rural,220,1,1,1,1,cylinder_piped,0,0,13.1,1,8,6,5,0,1,1,1,0,0,20,concentrator_malfunction,2024,9,34,neonatal_respiratory,0,34,0,13,1,876.0,4.0,1,generator_only,6
4377,referral_hospital,O2_0163,peri_urban,185,1,1,1,1,cylinder_piped,0,0,0.6,1,9,7,1,0,1,1,0,1,1,0,not_applicable,2022,10,48,asthma_severe,43,5,1,3,0,914.0,34.0,1,grid_reliable,0
4378,referral_hospital,O2_0033,urban,281,1,1,1,1,LOX_bulk_tank,4,3,0.0,1,5,2,4,0,1,1,1,1,1,0,not_applicable,2021,10,42,COPD_exacerbation,24,18,1,6,0,426.0,2.0,1,grid_reliable,0
4379,referral_hospital,O2_0190,urban,286,1,1,1,1,oxygen_concentrator,3,1,3.7,1,7,2,11,0,1,0,0,1,1,0,not_applicable,2023,4,46,heart_failure,41,5,1,2,0,672.0,2.0,1,grid_reliable,0
4380,referral_hospital,O2_0026,urban,251,1,1,1,1,oxygen_concentrator,5,3,2.7,1,7,6,2,0,1,0,0,1,0,3,concentrator_malfunction,2022,12,35,trauma,24,11,1,3,0,930.0,9.0,1,none,0
4381,referral_hospital,O2_0122,urban,206,1,1,1,1,PSA_plant_onsite,4,3,3.1,1,10,1,11,1,1,0,0,0,0,1,concentrator_malfunction,2024,8,38,heart_failure,0,38,0,8,7,749.0,2.0,1,grid_reliable,3
4382,referral_hospital,O2_0061,urban,199,1,1,1,1,LOX_bulk_tank,0,0,1.3,1,4,6,13,0,1,1,1,1,1,0,not_applicable,2023,9,44,sepsis,24,20,1,9,0,687.0,6.0,1,generator_only,1
4383,referral_hospital,O2_0035,urban,266,1,1,1,1,LOX_bulk_tank,4,4,1.6,1,8,2,1,0,1,1,1,1,0,0,not_applicable,2022,12,43,heart_failure,26,17,1,8,0,718.0,3.0,1,generator_only,0
4384,referral_hospital,O2_0097,urban,193,1,1,1,1,LOX_bulk_tank,0,0,4.6,1,13,5,5,0,1,1,1,1,0,0,not_applicable,2021,5,44,pneumonia_adult,18,26,0,13,0,659.0,0.0,1,generator_only,1
4385,referral_hospital,O2_0012,peri_urban,216,1,1,1,1,PSA_plant_onsite,8,7,0.6,1,14,4,1,1,1,1,1,1,1,0,not_applicable,2023,6,42,surgical_anaesthesia,33,9,1,5,0,924.0,12.0,1,grid_unreliable,2
4386,referral_hospital,O2_0189,urban,331,1,1,1,1,LOX_bulk_tank,0,0,1.6,1,10,4,7,0,1,0,0,0,0,1,concentrator_malfunction,2022,5,51,sepsis,0,51,0,19,17,670.0,28.0,1,solar,11
4387,referral_hospital,O2_0064,urban,162,1,1,1,1,oxygen_concentrator,5,3,7.5,1,8,9,0,0,1,1,1,1,1,0,not_applicable,2021,9,43,sepsis,34,9,0,3,0,978.0,8.0,1,none,2
4388,referral_hospital,O2_0107,urban,219,1,1,1,1,LOX_bulk_tank,0,0,2.0,1,10,4,0,0,1,1,1,1,1,0,not_applicable,2022,8,36,surgical_anaesthesia,23,13,1,4,0,708.0,24.0,1,grid_unreliable,10
4389,referral_hospital,O2_0068,urban,281,1,1,1,1,PSA_plant_onsite,0,0,2.6,1,12,0,13,0,1,1,1,1,1,0,not_applicable,2023,2,33,heart_failure,25,8,1,5,0,569.0,36.0,1,generator_only,2
4390,referral_hospital,O2_0073,urban,310,1,1,1,1,oxygen_concentrator,8,4,1.0,1,13,4,1,0,1,1,0,0,0,14,PSA_plant_breakdown,2024,11,34,pneumonia_child,0,34,0,15,1,501.0,8.0,1,generator_only,12
4391,referral_hospital,O2_0001,peri_urban,179,1,1,1,1,cylinder_piped,0,0,5.8,1,8,5,2,0,1,1,1,0,0,3,cylinder_delivery_delay,2022,9,42,COVID19_severe,0,42,0,13,15,569.0,7.0,1,grid_reliable,7
4392,referral_hospital,O2_0099,peri_urban,237,1,1,1,1,oxygen_concentrator,4,1,1.1,1,10,7,6,0,1,1,1,1,1,0,not_applicable,2024,4,40,neonatal_respiratory,27,13,0,2,0,797.0,30.0,1,grid_reliable,16
4393,referral_hospital,O2_0009,urban,280,1,1,1,1,cylinder_piped,0,0,0.4,1,7,5,0,0,1,1,1,1,1,0,not_applicable,2023,5,42,sepsis,28,14,1,7,0,676.0,24.0,1,grid_unreliable,3
4394,referral_hospital,O2_0138,urban,245,1,1,1,1,LOX_bulk_tank,0,0,0.3,1,8,4,5,0,1,1,1,1,1,0,not_applicable,2024,1,32,COVID19_severe,29,3,0,1,0,952.0,1.0,1,none,6
4395,referral_hospital,O2_0163,peri_urban,232,1,1,1,1,oxygen_concentrator,6,2,0.3,1,17,3,1,0,1,1,0,1,1,0,not_applicable,2024,10,34,pneumonia_child,33,1,0,1,0,967.0,27.0,1,none,1
4396,referral_hospital,O2_0081,rural,268,1,1,1,1,cylinder_piped,0,0,6.8,1,7,6,0,0,1,1,1,0,0,11,piping_system_leak,2024,4,32,surgical_anaesthesia,0,32,0,6,11,733.0,4.0,1,grid_unreliable,2
4397,referral_hospital,O2_0129,urban,281,1,1,1,1,cylinder_piped,0,0,0.2,1,5,5,0,0,1,0,0,1,1,0,not_applicable,2022,11,37,pneumonia_child,29,8,0,2,0,728.0,0.0,1,grid_unreliable,21
4398,referral_hospital,O2_0089,rural,271,1,1,1,1,cylinder_piped,0,0,0.4,1,13,5,3,0,1,1,1,1,0,0,not_applicable,2023,9,31,trauma,19,12,1,4,0,853.0,14.0,1,grid_unreliable,7
4399,referral_hospital,O2_0176,urban,278,1,1,1,1,cylinder_piped,4,2,1.7,1,10,6,6,0,1,1,1,1,1,15,power_outage,2023,3,35,severe_malaria,31,4,1,2,0,667.0,3.0,1,solar,0
4400,referral_hospital,O2_0076,peri_urban,217,1,1,1,1,LOX_bulk_tank,0,0,1.0,1,7,2,0,0,1,1,0,1,0,0,not_applicable,2024,1,50,neonatal_respiratory,41,9,1,6,0,833.0,9.0,1,grid_reliable,3
4401,referral_hospital,O2_0161,rural,264,1,1,1,1,cylinder_piped,0,0,0.8,1,8,4,1,0,1,1,0,1,1,0,not_applicable,2024,9,37,pneumonia_child,34,3,0,1,0,849.0,0.0,0,grid_unreliable,21
4402,referral_hospital,O2_0031,urban,233,1,1,1,1,PSA_plant_onsite,0,0,1.2,1,3,9,5,0,1,0,0,1,0,0,not_applicable,2022,10,49,asthma_severe,49,0,0,0,0,982.0,5.0,1,generator_only,12
4403,referral_hospital,O2_0014,rural,253,1,1,1,1,oxygen_concentrator,3,1,7.7,1,12,8,1,0,1,1,1,1,0,0,not_applicable,2021,8,52,asthma_severe,46,6,0,2,0,642.0,49.0,1,grid_reliable,2
4404,referral_hospital,O2_0163,peri_urban,271,1,1,1,1,oxygen_concentrator,1,0,1.8,1,9,8,1,0,1,0,0,1,0,0,not_applicable,2024,3,42,surgical_anaesthesia,42,0,1,0,0,915.0,7.0,1,generator_only,2
4405,referral_hospital,O2_0074,urban,273,1,1,1,1,oxygen_concentrator,6,3,6.1,1,11,2,1,0,1,0,0,1,1,0,not_applicable,2022,8,38,neonatal_respiratory,28,10,1,4,0,652.0,42.0,1,grid_reliable,1
4406,referral_hospital,O2_0175,peri_urban,251,1,1,1,1,cylinder_piped,5,1,2.8,1,8,4,3,0,1,1,0,1,1,0,not_applicable,2024,12,46,asthma_severe,34,12,1,3,0,1058.0,4.0,1,grid_reliable,19
4407,referral_hospital,O2_0083,urban,211,1,1,1,1,cylinder_portable,0,0,0.2,1,7,3,0,0,1,1,1,1,1,4,demand_surge,2023,7,35,neonatal_respiratory,29,6,1,3,0,806.0,26.0,1,generator_only,1
4408,referral_hospital,O2_0107,urban,228,1,1,1,1,cylinder_piped,0,0,3.5,1,9,3,0,0,1,1,1,0,0,30,piping_system_leak,2022,2,36,neonatal_respiratory,0,36,0,11,7,676.0,22.0,1,grid_reliable,1
4409,referral_hospital,O2_0060,urban,297,1,1,1,1,cylinder_piped,5,2,2.9,1,10,4,4,0,1,1,0,1,1,0,not_applicable,2023,6,41,other_hypoxemia,34,7,1,3,0,825.0,24.0,1,grid_unreliable,1
4410,referral_hospital,O2_0105,rural,205,1,1,1,1,PSA_plant_onsite,7,6,0.9,1,10,5,1,1,1,1,1,1,1,0,not_applicable,2024,12,40,COVID19_severe,24,16,1,3,0,598.0,24.0,1,grid_unreliable,2
4411,referral_hospital,O2_0188,urban,267,1,1,1,1,LOX_bulk_tank,0,0,5.5,1,7,3,0,0,1,1,1,1,1,0,not_applicable,2021,5,41,pneumonia_adult,28,13,1,5,0,884.0,14.0,1,grid_unreliable,0
4412,referral_hospital,O2_0191,urban,259,1,1,1,1,cylinder_piped,7,2,0.4,1,10,7,5,0,1,0,0,1,1,0,not_applicable,2023,5,39,severe_malaria,25,14,0,4,0,435.0,0.0,0,generator_only,10
4413,referral_hospital,O2_0176,urban,238,1,1,1,1,cylinder_portable,0,0,1.7,1,8,4,6,0,1,1,1,1,1,0,not_applicable,2023,6,31,COPD_exacerbation,26,5,1,1,0,952.0,4.0,1,solar,5
4414,referral_hospital,O2_0172,urban,257,1,1,1,1,cylinder_piped,5,3,0.4,1,10,3,1,0,1,1,1,1,1,0,not_applicable,2023,2,43,pneumonia_child,30,13,0,3,0,786.0,5.0,1,grid_unreliable,6
4415,referral_hospital,O2_0181,rural,290,1,1,1,1,LOX_bulk_tank,0,0,2.3,1,7,3,1,0,1,1,1,1,1,0,not_applicable,2023,7,43,pneumonia_child,30,13,1,2,0,802.0,1.0,1,generator_only,0
4416,referral_hospital,O2_0110,rural,228,1,1,1,1,cylinder_piped,0,0,1.6,1,13,5,5,0,1,1,0,1,0,0,not_applicable,2023,3,39,sepsis,32,7,1,3,0,830.0,4.0,1,none,9
4417,referral_hospital,O2_0051,peri_urban,240,1,1,1,1,LOX_bulk_tank,0,0,2.0,1,14,4,2,0,1,1,1,1,1,0,not_applicable,2024,6,36,COVID19_severe,26,10,1,2,0,828.0,0.0,1,none,8
4418,referral_hospital,O2_0040,urban,216,1,1,1,1,LOX_bulk_tank,0,0,2.8,1,15,3,2,0,1,1,1,1,1,0,not_applicable,2024,11,46,trauma,43,3,1,0,0,826.0,31.0,1,grid_unreliable,4
4419,referral_hospital,O2_0087,urban,268,1,1,1,1,cylinder_piped,0,0,1.5,1,11,10,10,0,1,1,0,1,1,0,not_applicable,2023,10,37,asthma_severe,28,9,1,4,0,690.0,5.0,0,generator_only,2
4420,referral_hospital,O2_0087,peri_urban,296,1,1,1,1,cylinder_piped,0,0,1.2,1,9,5,0,0,1,0,0,1,1,0,not_applicable,2024,5,34,COVID19_severe,28,6,0,2,0,763.0,0.0,1,grid_unreliable,3
4421,referral_hospital,O2_0177,urban,257,1,1,1,1,cylinder_piped,0,0,0.3,1,10,8,9,0,1,1,1,1,1,0,not_applicable,2023,9,37,trauma,22,15,0,4,0,996.0,1.0,1,generator_only,0
4422,referral_hospital,O2_0048,peri_urban,321,1,1,1,1,PSA_plant_onsite,3,2,3.3,1,11,6,0,0,1,1,1,1,1,9,PSA_plant_breakdown,2023,3,44,neonatal_respiratory,44,0,1,0,0,657.0,13.0,1,none,8
4423,referral_hospital,O2_0098,peri_urban,210,1,1,1,1,LOX_bulk_tank,0,0,0.3,1,8,2,6,0,1,0,0,1,1,15,power_outage,2022,4,32,asthma_severe,24,8,1,5,0,945.0,8.0,1,grid_reliable,2
4424,referral_hospital,O2_0165,rural,247,1,1,1,1,LOX_bulk_tank,0,0,0.2,1,9,6,7,0,1,1,0,1,0,0,not_applicable,2022,7,43,COPD_exacerbation,26,17,1,5,0,870.0,13.0,1,grid_unreliable,0
4425,referral_hospital,O2_0034,rural,303,1,1,1,1,LOX_bulk_tank,9,5,2.3,1,10,3,5,0,1,1,1,1,0,0,not_applicable,2023,1,43,COVID19_severe,33,10,0,2,0,747.0,4.0,0,grid_reliable,1
4426,referral_hospital,O2_0024,peri_urban,226,1,1,1,1,PSA_plant_onsite,4,4,0.6,1,4,4,9,0,1,1,1,1,1,8,PSA_plant_breakdown,2022,10,41,asthma_severe,41,0,1,0,0,800.0,3.0,1,grid_reliable,5
4427,referral_hospital,O2_0098,urban,291,1,1,1,1,cylinder_piped,5,3,2.4,1,12,4,3,0,1,1,1,1,1,0,not_applicable,2024,7,42,COVID19_severe,31,11,0,5,0,894.0,11.0,0,grid_unreliable,17
4428,referral_hospital,O2_0142,peri_urban,213,1,1,1,1,PSA_plant_onsite,0,0,1.7,1,6,1,2,0,1,1,0,1,1,0,not_applicable,2021,3,42,COPD_exacerbation,41,1,1,0,0,733.0,1.0,1,solar,0
4429,referral_hospital,O2_0032,urban,235,1,1,1,1,LOX_bulk_tank,0,0,1.7,1,3,5,0,0,1,1,0,1,1,0,not_applicable,2023,8,27,COVID19_severe,21,6,1,0,0,748.0,8.0,1,grid_reliable,14
4430,referral_hospital,O2_0066,urban,291,1,1,1,1,oxygen_concentrator,9,7,3.8,1,14,7,7,0,1,0,0,0,0,1,cylinder_delivery_delay,2022,5,41,trauma,0,41,0,15,11,892.0,4.0,1,generator_only,0
4431,referral_hospital,O2_0049,urban,305,1,1,1,1,PSA_plant_onsite,0,0,0.7,1,15,6,0,0,1,1,0,1,1,3,power_outage,2024,12,32,neonatal_respiratory,21,11,1,5,0,906.0,19.0,1,grid_unreliable,0
4432,referral_hospital,O2_0029,rural,254,1,1,1,1,PSA_plant_onsite,0,0,3.6,1,6,2,2,1,1,1,1,1,0,0,not_applicable,2024,3,44,severe_malaria,39,5,0,4,0,900.0,17.0,1,grid_reliable,1
4433,referral_hospital,O2_0097,rural,244,1,1,1,1,oxygen_concentrator,3,2,0.9,1,7,5,1,0,1,1,0,1,1,0,not_applicable,2023,11,46,heart_failure,44,2,0,2,0,1218.0,10.0,1,grid_reliable,1
4434,referral_hospital,O2_0018,peri_urban,264,1,1,1,1,LOX_bulk_tank,0,0,4.8,1,11,4,2,0,1,1,1,1,1,0,not_applicable,2023,1,56,other_hypoxemia,50,6,0,1,0,992.0,15.0,1,solar,4
4435,referral_hospital,O2_0122,urban,235,1,1,1,1,oxygen_concentrator,4,2,10.8,1,12,7,0,0,1,1,1,1,1,0,not_applicable,2024,6,37,COVID19_severe,30,7,1,2,0,900.0,32.0,1,generator_only,2
4436,referral_hospital,O2_0151,rural,280,1,1,1,1,LOX_bulk_tank,0,0,0.0,1,6,7,0,0,1,0,0,1,0,0,not_applicable,2023,10,31,pneumonia_adult,27,4,1,2,0,994.0,2.0,1,generator_only,2
4437,referral_hospital,O2_0055,rural,269,1,1,1,1,oxygen_concentrator,5,3,9.3,1,12,5,11,0,1,1,0,0,0,3,cylinder_delivery_delay,2024,7,32,COPD_exacerbation,0,32,0,11,2,952.0,0.0,1,grid_reliable,1
4438,referral_hospital,O2_0136,peri_urban,260,1,1,1,1,LOX_bulk_tank,3,1,2.0,1,20,3,2,0,1,1,1,1,1,0,not_applicable,2024,9,49,COVID19_severe,39,10,0,7,0,822.0,2.0,1,generator_only,16
4439,referral_hospital,O2_0080,urban,223,1,1,1,1,cylinder_piped,0,0,3.4,1,7,6,1,0,1,1,1,1,1,6,empty_cylinders_not_collected,2021,8,42,asthma_severe,28,14,1,6,0,1069.0,1.0,1,grid_reliable,6
4440,referral_hospital,O2_0145,peri_urban,178,1,1,1,1,PSA_plant_onsite,0,0,1.6,1,12,5,1,0,1,1,1,0,0,13,power_outage,2023,11,31,pneumonia_child,0,31,0,11,14,957.0,46.0,1,grid_reliable,3
4441,referral_hospital,O2_0183,urban,220,1,1,1,1,LOX_bulk_tank,0,0,0.5,1,10,3,15,0,1,1,1,1,1,0,not_applicable,2022,6,42,trauma,40,2,1,0,0,680.0,20.0,1,grid_reliable,0
4442,referral_hospital,O2_0080,urban,291,1,1,1,1,cylinder_piped,0,0,15.4,1,11,7,22,0,1,1,0,1,0,0,not_applicable,2022,10,46,severe_malaria,40,6,0,2,0,750.0,19.0,0,solar,0
4443,referral_hospital,O2_0017,urban,214,1,1,1,1,cylinder_piped,0,0,4.1,1,7,3,2,0,1,1,0,0,0,1,PSA_plant_breakdown,2024,7,45,pneumonia_child,0,45,0,16,10,698.0,14.0,0,grid_reliable,0
4444,referral_hospital,O2_0021,peri_urban,319,1,1,1,1,cylinder_piped,0,0,3.0,1,10,6,5,0,1,1,0,1,1,0,not_applicable,2022,12,48,COPD_exacerbation,39,9,1,5,0,856.0,16.0,1,grid_reliable,3
4445,referral_hospital,O2_0105,rural,274,1,1,1,1,LOX_bulk_tank,0,0,2.2,1,6,4,4,0,1,1,0,1,1,0,not_applicable,2024,9,34,surgical_anaesthesia,23,11,1,6,0,1086.0,26.0,1,grid_reliable,0
4446,referral_hospital,O2_0121,peri_urban,272,1,1,1,1,oxygen_concentrator,9,9,7.3,1,20,4,5,0,1,1,1,1,1,0,not_applicable,2023,10,46,sepsis,38,8,1,4,0,850.0,18.0,1,grid_unreliable,3
4447,referral_hospital,O2_0024,rural,248,1,1,1,1,cylinder_piped,0,0,0.1,1,12,6,0,0,1,1,0,1,0,1,PSA_plant_breakdown,2022,10,42,COPD_exacerbation,27,15,0,11,0,844.0,0.0,1,grid_unreliable,7
4448,referral_hospital,O2_0165,peri_urban,237,1,1,1,1,cylinder_piped,0,0,2.0,1,5,8,8,0,1,0,0,1,1,0,not_applicable,2024,1,52,severe_malaria,35,17,1,6,0,1083.0,2.0,1,solar,13
4449,referral_hospital,O2_0076,urban,248,1,1,1,1,cylinder_portable,4,3,7.7,1,12,4,0,0,1,1,1,1,0,0,not_applicable,2024,7,43,asthma_severe,38,5,1,1,0,783.0,16.0,1,grid_reliable,9
4450,referral_hospital,O2_0027,rural,223,1,1,1,1,LOX_bulk_tank,0,0,3.7,1,12,2,2,0,1,1,1,1,1,1,concentrator_malfunction,2023,2,38,COVID19_severe,28,10,1,0,0,906.0,22.0,1,grid_unreliable,9
4451,referral_hospital,O2_0054,urban,188,1,1,1,1,oxygen_concentrator,4,3,5.2,1,12,6,0,0,1,1,0,1,1,0,not_applicable,2024,12,42,COVID19_severe,39,3,1,1,0,792.0,9.0,1,grid_unreliable,2
4452,referral_hospital,O2_0048,urban,245,1,1,1,1,oxygen_concentrator,5,3,3.6,1,7,6,0,0,1,1,1,1,0,0,not_applicable,2021,1,45,severe_malaria,38,7,0,4,0,653.0,39.0,0,solar,7
4453,referral_hospital,O2_0024,urban,266,1,1,1,1,LOX_bulk_tank,0,0,2.4,1,11,7,2,0,1,1,1,1,1,2,regulator_valve_failure,2024,11,36,trauma,34,2,1,1,0,972.0,2.0,1,grid_unreliable,4
4454,referral_hospital,O2_0092,urban,213,1,1,1,1,PSA_plant_onsite,0,0,6.3,1,6,2,11,0,1,0,0,1,1,0,not_applicable,2023,9,48,pneumonia_child,32,16,1,4,0,835.0,16.0,1,solar,1
4455,referral_hospital,O2_0162,urban,180,1,1,1,1,PSA_plant_onsite,0,0,1.0,1,12,6,4,1,1,1,1,0,0,29,concentrator_malfunction,2022,11,37,COVID19_severe,0,37,0,15,0,975.0,4.0,1,generator_only,1
4456,referral_hospital,O2_0038,urban,212,1,1,1,1,LOX_bulk_tank,0,0,1.0,1,12,4,10,0,1,1,1,1,0,2,supplier_stockout,2022,9,46,pneumonia_child,46,0,1,0,0,1007.0,2.0,0,grid_unreliable,0
4457,referral_hospital,O2_0080,rural,235,1,1,1,1,PSA_plant_onsite,0,0,0.1,1,8,5,5,1,1,1,1,0,0,17,PSA_plant_breakdown,2023,7,55,trauma,0,55,0,16,16,909.0,10.0,1,grid_unreliable,2
4458,referral_hospital,O2_0099,urban,187,1,1,1,1,cylinder_piped,0,0,4.0,1,13,6,0,0,1,1,1,0,0,7,no_oxygen_source,2023,3,40,neonatal_respiratory,0,40,0,17,22,840.0,11.0,1,solar,1
4459,referral_hospital,O2_0149,urban,255,1,1,1,1,LOX_bulk_tank,0,0,0.1,1,9,2,0,0,1,0,0,1,1,0,not_applicable,2024,8,40,neonatal_respiratory,27,13,1,6,0,700.0,3.0,0,generator_only,0
4460,referral_hospital,O2_0041,urban,206,1,1,1,1,LOX_bulk_tank,0,0,0.0,1,12,8,7,0,1,1,1,1,1,0,not_applicable,2023,2,34,other_hypoxemia,30,4,1,3,0,711.0,7.0,1,grid_reliable,0
4461,referral_hospital,O2_0080,urban,222,1,1,1,1,cylinder_piped,0,0,2.0,1,17,3,0,0,1,1,1,1,1,0,not_applicable,2024,4,49,COPD_exacerbation,33,16,1,3,0,838.0,6.0,1,grid_reliable,1
4462,referral_hospital,O2_0189,urban,240,1,1,1,1,PSA_plant_onsite,0,0,2.9,1,12,8,2,1,1,1,1,0,0,9,power_outage,2024,12,29,neonatal_respiratory,0,29,0,15,4,917.0,4.0,1,solar,2
4463,referral_hospital,O2_0008,peri_urban,156,1,1,1,1,oxygen_concentrator,3,2,8.5,1,10,2,2,0,1,1,1,1,1,0,not_applicable,2024,1,48,pneumonia_adult,31,17,1,9,0,854.0,2.0,1,solar,2
4464,referral_hospital,O2_0028,peri_urban,262,1,1,1,1,PSA_plant_onsite,3,1,0.7,1,11,7,6,1,1,1,1,0,0,1,regulator_valve_failure,2024,10,40,pneumonia_adult,0,40,0,17,0,849.0,9.0,1,grid_unreliable,2
4465,referral_hospital,O2_0061,urban,238,1,1,1,1,oxygen_concentrator,6,4,7.6,1,8,4,0,0,1,1,0,1,1,0,not_applicable,2024,4,37,surgical_anaesthesia,32,5,0,1,0,806.0,2.0,1,generator_only,7
4466,referral_hospital,O2_0114,peri_urban,311,1,1,1,1,cylinder_piped,8,4,0.0,1,16,4,2,0,1,1,0,1,0,5,concentrator_malfunction,2022,4,43,heart_failure,43,0,0,0,0,861.0,37.0,0,generator_only,5
4467,referral_hospital,O2_0122,urban,253,1,1,1,1,LOX_bulk_tank,10,9,6.0,1,6,6,2,0,1,1,1,1,0,0,not_applicable,2022,3,52,pneumonia_child,33,19,1,8,0,945.0,29.0,1,generator_only,2
4468,referral_hospital,O2_0038,urban,245,1,1,1,1,cylinder_piped,0,0,4.0,1,10,5,14,0,1,1,1,1,1,5,piping_system_leak,2024,2,41,severe_malaria,33,8,1,3,0,674.0,2.0,1,grid_reliable,3
4469,referral_hospital,O2_0040,urban,313,1,1,1,1,cylinder_piped,0,0,2.6,1,6,4,7,0,1,0,0,0,0,15,PSA_plant_breakdown,2024,4,40,heart_failure,0,40,0,16,13,704.0,6.0,1,grid_unreliable,3
4470,referral_hospital,O2_0177,peri_urban,208,1,1,1,1,PSA_plant_onsite,0,0,8.0,1,11,6,3,1,1,1,1,1,1,0,not_applicable,2024,2,44,sepsis,44,0,1,0,0,739.0,14.0,1,grid_reliable,8
4471,referral_hospital,O2_0168,urban,253,1,1,1,1,cylinder_piped,0,0,0.5,1,11,3,0,0,1,0,0,1,1,0,not_applicable,2023,8,35,trauma,26,9,1,5,0,854.0,51.0,0,grid_unreliable,4
4472,referral_hospital,O2_0132,urban,189,1,1,1,1,oxygen_concentrator,7,7,0.5,1,7,5,0,0,1,1,1,1,1,0,not_applicable,2024,12,37,asthma_severe,35,2,0,2,0,639.0,11.0,1,grid_unreliable,5
4473,referral_hospital,O2_0045,peri_urban,277,1,1,1,1,oxygen_concentrator,6,4,4.2,1,10,7,10,0,1,1,1,1,1,15,PSA_plant_breakdown,2023,6,44,pneumonia_child,44,0,1,0,0,589.0,3.0,1,none,0
4474,referral_hospital,O2_0142,peri_urban,296,1,1,1,1,oxygen_concentrator,4,2,2.8,1,12,4,4,0,1,1,1,1,0,0,not_applicable,2022,12,29,surgical_anaesthesia,15,14,1,5,0,709.0,11.0,1,grid_unreliable,5
4475,referral_hospital,O2_0045,urban,289,1,1,1,1,PSA_plant_onsite,0,0,0.5,1,6,9,2,0,1,1,1,1,1,2,PSA_plant_breakdown,2023,7,41,pneumonia_child,41,0,1,0,0,1048.0,3.0,1,generator_only,3
4476,referral_hospital,O2_0130,urban,218,1,1,1,1,LOX_bulk_tank,0,0,5.1,1,14,6,0,0,1,1,0,1,0,0,not_applicable,2023,6,42,pneumonia_child,29,13,1,2,0,654.0,2.0,0,solar,5
4477,referral_hospital,O2_0154,urban,301,1,1,1,1,cylinder_portable,4,3,0.8,1,12,9,1,0,1,1,0,1,1,0,not_applicable,2024,5,48,trauma,43,5,1,2,0,689.0,25.0,1,grid_unreliable,5
4478,referral_hospital,O2_0187,urban,270,1,1,1,1,cylinder_piped,0,0,3.3,1,5,5,10,0,1,1,1,0,0,1,power_outage,2024,3,49,pneumonia_adult,0,49,0,14,14,733.0,4.0,1,generator_only,4
4479,referral_hospital,O2_0158,rural,245,1,1,1,1,cylinder_piped,5,3,0.9,1,7,6,9,0,1,1,1,1,1,0,not_applicable,2023,2,34,pneumonia_child,29,5,1,1,0,595.0,14.0,1,grid_reliable,4
4480,referral_hospital,O2_0163,urban,137,1,1,1,1,oxygen_concentrator,6,3,0.9,1,11,2,3,0,1,1,0,1,1,0,not_applicable,2023,6,46,heart_failure,29,17,1,6,0,672.0,9.0,1,grid_unreliable,6
4481,referral_hospital,O2_0026,peri_urban,306,1,1,1,1,LOX_bulk_tank,10,8,0.6,1,8,7,1,0,1,1,1,1,1,0,not_applicable,2024,2,45,pneumonia_adult,45,0,1,0,0,779.0,7.0,1,none,3
4482,referral_hospital,O2_0140,urban,299,1,1,1,1,cylinder_piped,3,2,4.2,1,8,6,11,0,1,1,1,1,1,0,not_applicable,2024,4,40,neonatal_respiratory,40,0,1,0,0,431.0,5.0,1,solar,3
4483,referral_hospital,O2_0111,peri_urban,171,1,1,1,1,LOX_bulk_tank,0,0,1.4,1,9,2,5,0,1,1,1,1,1,1,demand_surge,2023,5,34,pneumonia_child,21,13,1,4,0,808.0,33.0,0,none,11
4484,referral_hospital,O2_0072,urban,255,1,1,1,1,oxygen_concentrator,5,4,7.1,1,9,8,2,0,1,1,0,1,1,3,cylinder_delivery_delay,2024,5,31,pneumonia_adult,20,11,1,6,0,787.0,3.0,1,grid_reliable,0
4485,referral_hospital,O2_0183,urban,240,1,1,1,1,PSA_plant_onsite,0,0,0.3,1,8,6,2,1,1,1,1,1,1,0,not_applicable,2023,4,43,surgical_anaesthesia,15,28,1,9,0,671.0,6.0,1,solar,1
4486,referral_hospital,O2_0102,rural,231,1,1,1,1,PSA_plant_onsite,0,0,1.0,1,10,3,0,0,1,1,1,1,1,0,not_applicable,2023,3,44,pneumonia_adult,29,15,1,3,0,861.0,8.0,1,generator_only,9
4487,referral_hospital,O2_0068,rural,220,1,1,1,1,PSA_plant_onsite,0,0,3.3,1,12,6,1,0,1,1,0,1,1,3,demand_surge,2022,2,41,pneumonia_child,30,11,0,3,0,819.0,4.0,0,grid_reliable,6
4488,referral_hospital,O2_0019,urban,254,1,1,1,1,LOX_bulk_tank,0,0,1.2,1,7,6,3,0,1,1,0,1,1,0,not_applicable,2023,1,37,pneumonia_child,28,9,1,3,0,785.0,3.0,1,grid_unreliable,8
4489,referral_hospital,O2_0193,rural,262,1,1,1,1,oxygen_concentrator,5,4,2.9,1,6,6,15,0,1,0,0,1,1,0,not_applicable,2021,11,29,neonatal_respiratory,24,5,1,2,0,774.0,7.0,1,grid_reliable,5
4490,referral_hospital,O2_0184,urban,255,1,1,1,1,LOX_bulk_tank,0,0,2.5,1,11,3,1,0,1,1,1,1,0,1,funding_for_refill,2023,7,38,pneumonia_adult,20,18,0,7,0,382.0,14.0,1,generator_only,2
4491,referral_hospital,O2_0044,peri_urban,271,1,1,1,1,PSA_plant_onsite,0,0,2.3,1,11,4,0,1,1,1,1,1,1,0,not_applicable,2022,8,49,pneumonia_child,25,24,1,9,0,964.0,0.0,1,grid_reliable,0
4492,referral_hospital,O2_0027,urban,268,1,1,1,1,oxygen_concentrator,7,5,0.1,1,13,6,9,0,1,1,1,1,1,0,not_applicable,2024,12,39,severe_malaria,26,13,1,6,0,752.0,32.0,1,generator_only,5
4493,referral_hospital,O2_0154,peri_urban,222,1,1,1,1,LOX_bulk_tank,0,0,3.3,1,13,7,2,0,1,1,1,1,0,0,not_applicable,2023,3,43,pneumonia_adult,30,13,1,6,0,626.0,24.0,1,grid_unreliable,4
4494,referral_hospital,O2_0085,rural,171,1,1,1,1,LOX_bulk_tank,0,0,0.3,1,11,4,12,0,1,1,0,1,0,0,not_applicable,2021,4,43,neonatal_respiratory,43,0,1,0,0,786.0,5.0,0,grid_unreliable,2
4495,referral_hospital,O2_0105,rural,267,1,1,1,1,LOX_bulk_tank,0,0,4.6,1,11,5,1,0,1,0,0,0,0,8,concentrator_malfunction,2023,10,39,neonatal_respiratory,0,39,0,14,15,709.0,2.0,0,grid_reliable,6
4496,referral_hospital,O2_0038,urban,128,1,1,1,1,cylinder_piped,0,0,0.7,1,7,6,16,0,1,1,1,1,1,0,not_applicable,2023,7,44,severe_malaria,33,11,1,2,0,646.0,0.0,1,solar,6
4497,referral_hospital,O2_0113,urban,303,1,1,1,1,PSA_plant_onsite,0,0,0.2,1,12,5,2,1,1,1,1,1,0,0,not_applicable,2023,1,49,severe_malaria,27,22,1,13,0,749.0,20.0,1,grid_reliable,15
4498,referral_hospital,O2_0015,urban,276,1,1,1,1,LOX_bulk_tank,0,0,3.0,1,8,4,0,0,1,1,1,0,0,1,cylinder_delivery_delay,2023,4,51,COVID19_severe,0,51,0,20,21,721.0,12.0,0,generator_only,19
4499,referral_hospital,O2_0172,urban,263,1,1,1,1,PSA_plant_onsite,6,4,1.6,1,6,8,5,1,1,1,0,1,0,0,not_applicable,2024,5,35,heart_failure,32,3,1,1,0,958.0,4.0,1,grid_unreliable,1
4500,referral_hospital,O2_0165,rural,254,1,1,1,1,LOX_bulk_tank,0,0,2.7,1,8,7,21,0,1,0,0,1,1,0,not_applicable,2022,4,34,severe_malaria,30,4,1,1,0,711.0,27.0,1,none,2
4501,referral_hospital,O2_0142,urban,225,1,1,1,1,LOX_bulk_tank,0,0,3.5,1,8,4,1,0,1,1,1,1,1,0,not_applicable,2021,7,38,COVID19_severe,28,10,0,3,0,899.0,10.0,1,grid_reliable,11
4502,referral_hospital,O2_0115,rural,293,1,1,1,1,PSA_plant_onsite,0,0,3.7,1,7,5,3,1,1,1,1,1,1,0,not_applicable,2022,12,46,other_hypoxemia,36,10,1,4,0,765.0,31.0,1,grid_unreliable,0
4503,referral_hospital,O2_0159,urban,243,1,1,1,1,LOX_bulk_tank,8,7,0.5,1,11,4,12,0,1,1,0,1,1,0,not_applicable,2023,6,44,pneumonia_child,28,16,1,5,0,875.0,3.0,1,grid_reliable,4
4504,referral_hospital,O2_0164,rural,249,1,1,1,1,LOX_bulk_tank,0,0,6.0,1,10,2,6,0,1,1,1,1,1,0,not_applicable,2023,3,38,surgical_anaesthesia,31,7,0,2,0,865.0,1.0,1,grid_unreliable,3
4505,referral_hospital,O2_0101,urban,249,1,1,1,1,PSA_plant_onsite,6,2,1.5,1,11,4,2,1,1,1,1,1,1,0,not_applicable,2023,3,49,pneumonia_adult,27,22,1,5,0,929.0,28.0,0,grid_unreliable,1
4506,referral_hospital,O2_0196,peri_urban,222,1,1,1,1,LOX_bulk_tank,0,0,0.7,1,12,4,16,0,1,0,0,0,0,6,funding_for_refill,2024,11,50,heart_failure,0,50,0,15,20,638.0,5.0,1,grid_reliable,8
4507,referral_hospital,O2_0062,urban,232,1,1,1,1,PSA_plant_onsite,0,0,1.9,1,11,3,0,1,1,1,0,1,1,0,not_applicable,2023,5,33,COPD_exacerbation,25,8,1,3,0,631.0,9.0,1,grid_unreliable,9
4508,referral_hospital,O2_0078,urban,249,1,1,1,1,PSA_plant_onsite,0,0,1.4,1,12,5,5,1,1,1,1,1,0,0,not_applicable,2022,5,38,pneumonia_adult,33,5,0,2,0,761.0,22.0,1,grid_reliable,8
4509,referral_hospital,O2_0167,urban,263,1,1,1,1,PSA_plant_onsite,0,0,1.2,1,11,9,4,0,1,1,0,1,1,0,not_applicable,2021,5,32,pneumonia_child,28,4,1,1,0,860.0,36.0,1,grid_reliable,1
4510,referral_hospital,O2_0176,urban,239,1,1,1,1,PSA_plant_onsite,0,0,6.7,1,9,4,2,1,1,1,1,1,1,0,not_applicable,2024,2,35,pneumonia_adult,35,0,1,0,0,864.0,9.0,1,grid_unreliable,1
4511,referral_hospital,O2_0045,rural,259,1,1,1,1,oxygen_concentrator,7,4,2.6,1,11,4,0,0,1,1,0,1,1,0,not_applicable,2022,10,43,COVID19_severe,33,10,1,8,0,722.0,30.0,1,grid_unreliable,14
4512,referral_hospital,O2_0180,urban,237,1,1,1,1,LOX_bulk_tank,0,0,0.9,1,17,8,0,0,1,1,1,1,1,0,not_applicable,2021,9,35,neonatal_respiratory,25,10,1,4,0,708.0,4.0,1,none,2
4513,referral_hospital,O2_0124,peri_urban,199,1,1,1,1,LOX_bulk_tank,0,0,2.4,1,6,3,2,0,1,1,1,1,0,0,not_applicable,2022,10,41,other_hypoxemia,26,15,1,7,0,552.0,1.0,1,grid_unreliable,0
4514,referral_hospital,O2_0131,peri_urban,170,1,1,1,1,cylinder_piped,0,0,0.5,1,11,5,0,0,1,0,0,1,1,4,supplier_stockout,2022,3,33,pneumonia_child,27,6,1,3,0,916.0,16.0,1,grid_reliable,14
4515,referral_hospital,O2_0009,rural,283,1,1,1,1,PSA_plant_onsite,0,0,3.1,1,12,3,3,1,1,1,1,1,1,0,not_applicable,2021,2,33,asthma_severe,28,5,1,4,0,1055.0,1.0,0,grid_unreliable,2
4516,referral_hospital,O2_0096,urban,331,1,1,1,1,PSA_plant_onsite,3,2,3.3,1,13,10,1,1,1,0,0,1,1,0,not_applicable,2023,7,32,pneumonia_child,18,14,1,8,0,571.0,23.0,1,grid_unreliable,7
4517,referral_hospital,O2_0198,urban,185,1,1,1,1,LOX_bulk_tank,0,0,0.9,1,8,4,1,0,1,1,0,1,1,0,not_applicable,2024,12,28,severe_malaria,20,8,0,0,0,871.0,13.0,1,grid_reliable,5
4518,referral_hospital,O2_0019,urban,265,1,1,1,1,PSA_plant_onsite,0,0,2.1,1,13,4,28,1,1,1,1,0,0,5,concentrator_malfunction,2022,2,28,surgical_anaesthesia,0,28,0,9,8,575.0,17.0,0,grid_reliable,1
4519,referral_hospital,O2_0165,urban,277,1,1,1,1,LOX_bulk_tank,0,0,3.2,1,9,4,0,0,1,1,1,1,1,0,not_applicable,2024,9,39,surgical_anaesthesia,33,6,0,3,0,714.0,3.0,0,grid_unreliable,0
4520,referral_hospital,O2_0031,peri_urban,215,1,1,1,1,oxygen_concentrator,7,4,0.5,1,13,3,2,0,1,1,1,1,1,0,not_applicable,2022,3,38,other_hypoxemia,28,10,1,4,0,680.0,2.0,1,grid_reliable,11
4521,referral_hospital,O2_0131,rural,222,1,1,1,1,LOX_bulk_tank,0,0,0.3,1,12,6,9,0,1,1,0,1,0,0,not_applicable,2024,12,27,COVID19_severe,16,11,1,6,0,745.0,6.0,1,solar,2
4522,referral_hospital,O2_0135,urban,331,1,1,1,1,oxygen_concentrator,4,1,0.6,1,3,5,1,0,1,1,1,1,1,15,power_outage,2023,11,52,surgical_anaesthesia,52,0,0,0,0,999.0,2.0,1,grid_reliable,9
4523,referral_hospital,O2_0134,urban,205,1,1,1,1,cylinder_piped,0,0,7.9,1,5,8,5,0,1,0,0,1,1,15,power_outage,2024,10,33,severe_malaria,33,0,1,0,0,643.0,3.0,1,grid_unreliable,4
4524,referral_hospital,O2_0091,rural,236,1,1,1,1,LOX_bulk_tank,0,0,4.5,1,10,4,3,0,1,1,1,1,1,0,not_applicable,2022,2,32,sepsis,32,0,1,0,0,567.0,31.0,1,grid_reliable,6
4525,referral_hospital,O2_0067,urban,207,1,1,1,1,cylinder_piped,0,0,7.0,1,11,7,0,0,1,1,0,1,0,0,not_applicable,2022,2,43,trauma,36,7,1,4,0,819.0,5.0,1,generator_only,0
4526,referral_hospital,O2_0045,urban,267,1,1,1,1,LOX_bulk_tank,0,0,0.0,1,5,1,8,0,1,1,1,0,0,1,demand_surge,2024,7,53,COVID19_severe,0,53,0,18,8,790.0,5.0,0,grid_reliable,0
4527,referral_hospital,O2_0163,rural,289,1,1,1,1,LOX_bulk_tank,0,0,0.2,1,6,6,3,0,1,1,0,0,0,1,supplier_stockout,2024,2,33,severe_malaria,0,33,0,9,14,997.0,7.0,1,grid_reliable,5
4528,referral_hospital,O2_0136,urban,261,1,1,1,1,cylinder_piped,0,0,0.1,1,7,2,10,0,1,1,1,1,1,1,power_outage,2023,2,50,severe_malaria,43,7,1,1,0,728.0,11.0,1,grid_unreliable,0
4529,referral_hospital,O2_0095,urban,314,1,1,1,1,oxygen_concentrator,6,2,3.3,1,16,6,0,0,1,1,1,1,1,0,not_applicable,2023,8,35,COPD_exacerbation,20,15,1,4,0,696.0,7.0,1,solar,0
4530,referral_hospital,O2_0115,urban,296,1,1,1,1,LOX_bulk_tank,0,0,1.4,1,12,8,5,0,1,1,1,0,0,19,empty_cylinders_not_collected,2021,12,32,trauma,0,32,0,9,13,902.0,5.0,1,grid_reliable,3
4531,referral_hospital,O2_0045,peri_urban,292,1,1,1,1,LOX_bulk_tank,0,0,0.6,1,8,7,5,0,1,1,1,1,0,0,not_applicable,2022,4,36,COVID19_severe,27,9,1,3,0,849.0,1.0,1,generator_only,4
4532,referral_hospital,O2_0115,rural,200,1,1,1,1,cylinder_piped,0,0,4.9,1,4,2,10,0,1,0,0,1,1,0,not_applicable,2022,6,29,COPD_exacerbation,22,7,1,3,0,873.0,30.0,0,solar,6
4533,referral_hospital,O2_0049,peri_urban,203,1,1,1,1,cylinder_piped,6,4,0.2,1,9,3,3,0,1,1,0,1,1,0,not_applicable,2024,12,38,severe_malaria,32,6,1,1,0,639.0,27.0,1,solar,23
4534,referral_hospital,O2_0111,rural,166,1,1,1,1,PSA_plant_onsite,0,0,2.4,1,13,3,2,0,1,1,1,1,0,5,concentrator_malfunction,2023,3,41,severe_malaria,28,13,0,7,0,772.0,2.0,1,grid_unreliable,5
4535,referral_hospital,O2_0168,peri_urban,304,1,1,1,1,oxygen_concentrator,8,6,1.6,1,9,3,9,0,1,1,1,1,1,5,demand_surge,2023,1,48,severe_malaria,35,13,0,4,0,867.0,14.0,1,grid_unreliable,7
4536,referral_hospital,O2_0091,rural,188,1,1,1,1,LOX_bulk_tank,0,0,0.6,1,11,4,7,0,1,1,1,0,0,8,funding_for_refill,2022,11,51,other_hypoxemia,0,51,0,21,14,601.0,12.0,1,grid_unreliable,0
4537,referral_hospital,O2_0171,urban,295,1,1,1,1,LOX_bulk_tank,0,0,5.2,1,5,5,4,0,1,1,1,0,0,5,concentrator_malfunction,2024,11,45,neonatal_respiratory,0,45,0,14,14,731.0,25.0,0,grid_unreliable,1
4538,referral_hospital,O2_0018,peri_urban,277,1,1,1,1,PSA_plant_onsite,0,0,0.0,1,14,4,2,1,1,0,0,1,1,0,not_applicable,2023,11,41,pneumonia_adult,34,7,1,4,0,899.0,38.0,1,grid_reliable,15
4539,referral_hospital,O2_0080,urban,297,1,1,1,1,cylinder_piped,2,1,6.4,1,15,4,12,0,1,0,0,1,1,0,not_applicable,2022,11,31,surgical_anaesthesia,17,14,1,4,0,771.0,44.0,1,solar,2
4540,referral_hospital,O2_0185,rural,277,1,1,1,1,LOX_bulk_tank,0,0,4.8,1,4,8,5,0,1,1,1,1,1,0,not_applicable,2023,2,37,asthma_severe,26,11,1,4,0,633.0,0.0,1,grid_unreliable,12
4541,referral_hospital,O2_0003,urban,204,1,1,1,1,LOX_bulk_tank,0,0,1.1,1,12,2,9,0,1,1,1,1,1,0,not_applicable,2022,12,42,pneumonia_child,39,3,0,2,0,628.0,4.0,0,grid_unreliable,0
4542,referral_hospital,O2_0080,peri_urban,242,1,1,1,1,cylinder_portable,0,0,0.0,1,7,7,2,0,1,1,1,1,1,4,PSA_plant_breakdown,2023,7,39,pneumonia_child,35,4,1,2,0,829.0,2.0,0,grid_reliable,1
4543,referral_hospital,O2_0139,urban,222,1,1,1,1,oxygen_concentrator,6,5,0.2,1,13,8,0,0,1,1,1,1,0,6,PSA_plant_breakdown,2024,7,37,surgical_anaesthesia,31,6,0,1,0,968.0,7.0,1,grid_unreliable,7
4544,referral_hospital,O2_0034,urban,189,1,1,1,1,LOX_bulk_tank,0,0,3.5,1,13,8,0,0,1,1,1,1,1,0,not_applicable,2024,1,43,trauma,35,8,1,2,0,828.0,75.0,1,grid_reliable,1
4545,referral_hospital,O2_0167,urban,255,1,1,1,1,PSA_plant_onsite,0,0,0.2,1,4,6,4,1,1,1,0,1,1,0,not_applicable,2023,8,46,severe_malaria,39,7,0,5,0,793.0,16.0,1,grid_reliable,1
4546,referral_hospital,O2_0174,urban,300,1,1,1,1,oxygen_concentrator,6,5,0.9,1,10,5,1,0,1,1,1,1,0,0,not_applicable,2023,1,40,COVID19_severe,27,13,0,4,0,865.0,14.0,1,grid_unreliable,17
4547,referral_hospital,O2_0073,urban,242,1,1,1,1,cylinder_piped,8,6,4.5,1,12,4,0,0,1,0,0,1,1,0,not_applicable,2021,7,46,COPD_exacerbation,36,10,0,5,0,977.0,12.0,1,none,0
4548,referral_hospital,O2_0156,urban,175,1,1,1,1,PSA_plant_onsite,3,1,0.4,1,7,3,2,0,1,1,0,1,1,0,not_applicable,2021,10,51,neonatal_respiratory,36,15,0,5,0,634.0,54.0,1,grid_reliable,33
4549,referral_hospital,O2_0166,urban,198,1,1,1,1,LOX_bulk_tank,0,0,3.0,1,17,1,0,0,1,1,1,1,1,0,not_applicable,2023,6,35,heart_failure,32,3,1,1,0,800.0,13.0,1,grid_reliable,1
4550,referral_hospital,O2_0150,urban,279,1,1,1,1,cylinder_piped,0,0,0.0,1,8,2,1,0,1,1,1,1,1,0,not_applicable,2023,12,42,severe_malaria,35,7,1,3,0,641.0,21.0,0,generator_only,2
4551,referral_hospital,O2_0163,rural,252,1,1,1,1,cylinder_portable,0,0,0.3,1,16,8,9,0,1,1,0,1,1,4,funding_for_refill,2021,8,39,neonatal_respiratory,37,2,1,0,0,912.0,26.0,1,grid_reliable,20
4552,referral_hospital,O2_0013,urban,214,1,1,1,1,oxygen_concentrator,5,4,1.5,1,8,5,4,0,1,1,1,1,1,0,not_applicable,2021,5,39,asthma_severe,28,11,0,10,0,926.0,11.0,1,grid_unreliable,0
4553,referral_hospital,O2_0154,urban,267,1,1,1,1,oxygen_concentrator,6,3,1.1,1,10,8,0,0,1,1,1,1,1,0,not_applicable,2021,2,47,pneumonia_child,22,25,1,10,0,737.0,0.0,0,grid_reliable,2
4554,referral_hospital,O2_0074,urban,248,1,1,1,1,oxygen_concentrator,5,2,1.3,1,6,6,9,0,1,0,0,1,0,0,not_applicable,2021,3,35,heart_failure,26,9,1,1,0,804.0,19.0,1,grid_reliable,3
4555,referral_hospital,O2_0184,urban,292,1,1,1,1,oxygen_concentrator,5,2,0.4,1,8,3,0,0,1,1,1,0,0,1,PSA_plant_breakdown,2022,9,37,pneumonia_adult,0,37,0,10,7,524.0,1.0,1,grid_unreliable,18
4556,referral_hospital,O2_0073,urban,165,1,1,1,1,oxygen_concentrator,6,2,1.3,1,11,8,0,0,1,0,0,1,0,0,not_applicable,2023,10,47,COPD_exacerbation,39,8,1,3,0,1069.0,35.0,1,solar,5
4557,referral_hospital,O2_0051,urban,215,1,1,1,1,PSA_plant_onsite,0,0,0.9,1,10,7,4,1,1,1,1,1,1,0,not_applicable,2022,2,48,pneumonia_child,48,0,1,0,0,856.0,11.0,0,grid_reliable,0
4558,referral_hospital,O2_0160,peri_urban,244,1,1,1,1,LOX_bulk_tank,0,0,13.1,1,9,4,4,0,1,1,1,0,0,30,demand_surge,2023,5,39,pneumonia_child,0,39,0,10,22,865.0,15.0,1,grid_reliable,0
4559,referral_hospital,O2_0109,urban,268,1,1,1,1,PSA_plant_onsite,0,0,1.0,1,9,5,13,1,1,0,0,0,0,10,demand_surge,2024,8,30,neonatal_respiratory,0,30,0,10,10,805.0,8.0,1,grid_reliable,0
4560,referral_hospital,O2_0037,urban,330,1,1,1,1,LOX_bulk_tank,0,0,0.2,1,4,5,0,0,1,1,1,1,1,0,not_applicable,2022,3,46,severe_malaria,38,8,1,2,0,896.0,55.0,1,grid_unreliable,0
4561,referral_hospital,O2_0139,urban,229,1,1,1,1,LOX_bulk_tank,5,2,2.4,1,15,8,4,0,1,1,1,1,1,0,not_applicable,2023,11,24,heart_failure,22,2,0,0,0,849.0,2.0,1,grid_unreliable,0
4562,referral_hospital,O2_0048,peri_urban,251,1,1,1,1,oxygen_concentrator,1,0,6.0,1,6,9,11,0,1,1,1,1,1,0,not_applicable,2024,3,49,pneumonia_adult,40,9,1,3,0,793.0,35.0,1,grid_reliable,3
4563,referral_hospital,O2_0104,rural,252,1,1,1,1,oxygen_concentrator,12,9,2.7,1,12,4,24,0,1,1,1,1,1,0,not_applicable,2022,12,43,sepsis,34,9,1,5,0,1050.0,10.0,1,grid_reliable,13
4564,referral_hospital,O2_0071,rural,245,1,1,1,1,LOX_bulk_tank,8,2,5.6,1,10,5,0,0,1,0,0,0,0,1,PSA_plant_breakdown,2022,1,51,surgical_anaesthesia,0,51,0,32,23,884.0,23.0,1,grid_reliable,0
4565,referral_hospital,O2_0105,urban,269,1,1,1,1,LOX_bulk_tank,0,0,0.0,1,7,6,0,0,1,1,1,0,0,5,power_outage,2023,2,34,severe_malaria,0,34,0,13,11,966.0,1.0,1,solar,0
4566,referral_hospital,O2_0084,peri_urban,225,1,1,1,1,LOX_bulk_tank,0,0,0.0,1,9,4,10,0,1,1,1,1,1,0,not_applicable,2022,8,30,neonatal_respiratory,30,0,0,0,0,649.0,76.0,1,grid_reliable,8
4567,referral_hospital,O2_0065,rural,331,1,1,1,1,cylinder_piped,0,0,0.5,1,15,6,7,0,1,1,1,1,1,0,not_applicable,2022,10,36,pneumonia_child,30,6,1,3,0,627.0,6.0,1,grid_unreliable,2
4568,referral_hospital,O2_0155,rural,201,1,1,1,1,PSA_plant_onsite,0,0,0.0,1,10,8,1,0,1,1,1,1,1,0,not_applicable,2021,5,36,COVID19_severe,32,4,1,2,0,846.0,18.0,1,solar,1
4569,referral_hospital,O2_0151,rural,264,1,1,1,1,oxygen_concentrator,2,0,1.7,1,12,6,0,0,1,1,1,1,1,0,not_applicable,2023,12,30,COVID19_severe,20,10,1,2,0,901.0,42.0,1,grid_reliable,0
4570,referral_hospital,O2_0195,peri_urban,265,1,1,1,1,PSA_plant_onsite,0,0,0.1,1,13,5,8,1,1,1,0,1,1,0,not_applicable,2024,10,45,surgical_anaesthesia,32,13,1,7,0,737.0,3.0,0,grid_reliable,1
4571,referral_hospital,O2_0015,urban,216,1,1,1,1,LOX_bulk_tank,0,0,1.8,1,12,7,6,0,1,0,0,1,1,0,not_applicable,2021,9,27,COVID19_severe,23,4,1,1,0,812.0,27.0,1,generator_only,0
4572,referral_hospital,O2_0010,urban,330,1,1,1,1,LOX_bulk_tank,7,3,1.5,1,10,8,0,0,1,1,0,1,1,0,not_applicable,2023,11,38,heart_failure,27,11,0,6,0,676.0,54.0,0,generator_only,2
4573,referral_hospital,O2_0133,urban,227,1,1,1,1,cylinder_portable,0,0,11.7,1,4,5,1,0,1,1,0,1,0,15,concentrator_malfunction,2024,4,44,other_hypoxemia,29,15,1,2,0,806.0,17.0,1,grid_unreliable,2
4574,referral_hospital,O2_0094,rural,230,1,1,1,1,PSA_plant_onsite,0,0,1.0,1,10,5,5,0,1,1,0,0,0,30,PSA_plant_breakdown,2022,8,46,pneumonia_child,0,46,0,16,11,923.0,4.0,1,grid_unreliable,13
4575,referral_hospital,O2_0093,urban,191,1,1,1,1,oxygen_concentrator,5,4,8.8,1,6,7,1,0,1,1,1,1,1,0,not_applicable,2023,4,45,neonatal_respiratory,34,11,1,1,0,977.0,11.0,1,grid_reliable,3
4576,referral_hospital,O2_0046,urban,166,1,1,1,1,cylinder_piped,0,0,1.2,1,14,5,12,0,1,1,0,1,1,0,not_applicable,2022,1,43,COVID19_severe,40,3,1,1,0,999.0,2.0,1,generator_only,4
4577,referral_hospital,O2_0187,urban,199,1,1,1,1,cylinder_piped,0,0,3.0,1,13,2,11,0,1,1,1,1,1,0,not_applicable,2024,8,46,sepsis,40,6,1,2,0,410.0,14.0,1,grid_unreliable,2
4578,referral_hospital,O2_0018,peri_urban,240,1,1,1,1,LOX_bulk_tank,0,0,1.3,1,10,4,8,0,1,1,0,1,1,0,not_applicable,2024,6,35,heart_failure,35,0,0,0,0,771.0,16.0,0,grid_reliable,1
4579,referral_hospital,O2_0022,peri_urban,236,1,1,1,1,cylinder_portable,0,0,2.3,1,9,5,0,0,1,1,0,1,0,0,not_applicable,2024,2,53,COPD_exacerbation,49,4,1,1,0,602.0,29.0,1,generator_only,8
4580,referral_hospital,O2_0130,urban,269,1,1,1,1,oxygen_concentrator,3,2,2.4,1,5,3,8,0,1,1,1,1,1,0,not_applicable,2022,12,35,sepsis,23,12,1,6,0,984.0,0.0,1,grid_reliable,5
4581,referral_hospital,O2_0165,peri_urban,320,1,1,1,1,PSA_plant_onsite,0,0,0.1,1,17,7,4,0,1,1,0,1,1,1,demand_surge,2021,3,29,sepsis,25,4,0,1,0,704.0,6.0,0,none,1
4582,referral_hospital,O2_0165,peri_urban,239,1,1,1,1,cylinder_piped,0,0,0.9,1,9,6,11,0,1,0,0,1,1,0,not_applicable,2023,4,41,surgical_anaesthesia,28,13,1,2,0,1000.0,27.0,1,generator_only,2
4583,referral_hospital,O2_0171,urban,192,1,1,1,1,LOX_bulk_tank,3,0,10.3,1,6,9,4,0,1,1,0,1,0,0,not_applicable,2021,11,40,severe_malaria,35,5,1,1,0,765.0,1.0,1,solar,2
4584,referral_hospital,O2_0183,urban,304,1,1,1,1,cylinder_piped,8,5,2.1,1,10,3,5,0,1,1,1,1,1,0,not_applicable,2022,5,49,pneumonia_child,26,23,1,8,0,1087.0,72.0,1,grid_reliable,6
4585,referral_hospital,O2_0075,urban,253,1,1,1,1,PSA_plant_onsite,0,0,12.8,1,11,9,4,1,1,1,1,1,0,0,not_applicable,2024,9,30,surgical_anaesthesia,26,4,1,1,0,801.0,31.0,1,grid_unreliable,0
4586,referral_hospital,O2_0130,rural,216,1,1,1,1,cylinder_portable,0,0,4.3,1,12,6,0,0,1,1,1,1,0,0,not_applicable,2023,11,44,COVID19_severe,24,20,1,10,0,934.0,8.0,1,none,22
4587,referral_hospital,O2_0018,urban,228,1,1,1,1,PSA_plant_onsite,0,0,0.7,1,9,4,2,1,1,1,1,1,1,0,not_applicable,2023,9,45,COVID19_severe,35,10,0,3,0,1041.0,6.0,0,solar,0
4588,referral_hospital,O2_0157,urban,273,1,1,1,1,oxygen_concentrator,3,1,1.8,1,15,4,4,0,1,1,1,1,1,0,not_applicable,2023,9,27,severe_malaria,23,4,0,3,0,845.0,12.0,1,grid_unreliable,0
4589,referral_hospital,O2_0139,urban,262,1,1,1,1,oxygen_concentrator,5,1,0.8,1,11,4,7,0,1,0,0,1,0,0,not_applicable,2023,5,40,neonatal_respiratory,37,3,1,2,0,636.0,21.0,0,grid_reliable,0
4590,referral_hospital,O2_0132,peri_urban,255,1,1,1,1,cylinder_piped,0,0,0.2,1,10,3,1,0,1,1,1,1,1,0,not_applicable,2022,11,47,neonatal_respiratory,32,15,0,5,0,958.0,5.0,1,generator_only,6
4591,referral_hospital,O2_0160,urban,270,1,1,1,1,cylinder_piped,0,0,4.5,1,13,4,4,0,1,1,0,0,0,20,piping_system_leak,2021,4,39,heart_failure,0,39,0,16,19,878.0,17.0,1,grid_reliable,1
4592,referral_hospital,O2_0159,urban,287,1,1,1,1,oxygen_concentrator,13,8,1.9,1,10,6,3,0,1,1,0,1,1,0,not_applicable,2022,10,37,heart_failure,34,3,1,1,0,768.0,41.0,1,grid_reliable,0
4593,referral_hospital,O2_0044,peri_urban,285,1,1,1,1,cylinder_portable,0,0,13.9,1,8,5,1,0,1,0,0,1,1,0,not_applicable,2024,5,35,asthma_severe,25,10,0,2,0,919.0,16.0,1,grid_unreliable,1
4594,referral_hospital,O2_0074,urban,233,1,1,1,1,PSA_plant_onsite,0,0,6.5,1,11,4,1,1,1,0,0,1,1,0,not_applicable,2023,5,39,pneumonia_child,29,10,0,5,0,977.0,26.0,1,grid_unreliable,0
4595,referral_hospital,O2_0106,urban,229,1,1,1,1,LOX_bulk_tank,0,0,2.5,1,8,4,15,0,1,1,1,1,0,0,not_applicable,2021,10,28,severe_malaria,20,8,1,3,0,785.0,18.0,1,generator_only,1
4596,referral_hospital,O2_0004,urban,290,1,1,1,1,oxygen_concentrator,5,3,2.1,1,7,7,0,0,1,1,0,1,1,0,not_applicable,2022,11,42,severe_malaria,33,9,1,0,0,895.0,71.0,1,grid_reliable,0
4597,referral_hospital,O2_0110,urban,202,1,1,1,1,cylinder_piped,3,1,26.8,1,12,9,0,0,1,1,1,1,1,0,not_applicable,2022,9,36,pneumonia_adult,28,8,1,1,0,645.0,4.0,1,grid_unreliable,1
4598,referral_hospital,O2_0070,urban,194,1,1,1,1,PSA_plant_onsite,3,2,5.2,1,13,3,16,0,1,1,1,1,1,0,not_applicable,2024,10,32,severe_malaria,22,10,1,5,0,777.0,8.0,1,grid_unreliable,2
4599,referral_hospital,O2_0198,peri_urban,156,1,1,1,1,oxygen_concentrator,4,1,8.1,1,13,7,9,0,1,1,0,0,0,2,concentrator_malfunction,2024,1,38,severe_malaria,0,38,0,8,9,764.0,24.0,1,grid_reliable,3
4600,referral_hospital,O2_0168,urban,206,1,1,1,1,PSA_plant_onsite,0,0,1.9,1,14,8,8,1,1,1,1,1,1,0,not_applicable,2022,5,36,pneumonia_child,30,6,1,1,0,803.0,0.0,0,grid_unreliable,0
4601,referral_hospital,O2_0015,urban,307,1,1,1,1,LOX_bulk_tank,5,3,0.3,1,15,5,7,0,1,1,1,1,1,0,not_applicable,2023,7,44,COPD_exacerbation,35,9,1,4,0,692.0,32.0,1,grid_reliable,1
4602,referral_hospital,O2_0186,urban,254,1,1,1,1,LOX_bulk_tank,0,0,1.8,1,6,3,4,0,1,1,1,1,0,0,not_applicable,2022,1,38,heart_failure,36,2,1,2,0,731.0,23.0,1,grid_unreliable,9
4603,referral_hospital,O2_0046,urban,268,1,1,1,1,PSA_plant_onsite,0,0,1.7,1,12,7,5,1,1,1,0,1,1,0,not_applicable,2021,7,33,COVID19_severe,17,16,1,7,0,688.0,14.0,1,grid_reliable,13
4604,referral_hospital,O2_0072,rural,264,1,1,1,1,oxygen_concentrator,4,4,6.5,1,11,7,1,0,1,1,1,1,1,0,not_applicable,2024,1,46,neonatal_respiratory,42,4,1,2,0,506.0,1.0,0,grid_unreliable,11
4605,referral_hospital,O2_0029,urban,274,1,1,1,1,oxygen_concentrator,5,2,0.9,1,18,6,5,0,1,1,0,1,1,0,not_applicable,2023,11,44,sepsis,32,12,1,4,0,854.0,100.0,1,grid_reliable,0
4606,referral_hospital,O2_0094,urban,243,1,1,1,1,cylinder_piped,0,0,0.7,1,10,7,6,0,1,1,0,0,0,1,cylinder_delivery_delay,2022,12,31,other_hypoxemia,0,31,0,13,20,965.0,12.0,1,solar,3
4607,referral_hospital,O2_0119,rural,310,1,1,1,1,cylinder_piped,0,0,1.2,1,14,2,0,0,1,1,1,0,0,9,PSA_plant_breakdown,2022,12,39,heart_failure,0,39,0,10,8,838.0,14.0,1,grid_unreliable,6
4608,referral_hospital,O2_0035,urban,315,1,1,1,1,PSA_plant_onsite,0,0,10.6,1,6,8,1,0,1,1,1,1,0,1,no_oxygen_source,2023,10,31,other_hypoxemia,22,9,1,3,0,809.0,2.0,0,grid_unreliable,2
4609,referral_hospital,O2_0100,urban,240,1,1,1,1,PSA_plant_onsite,7,5,1.5,1,8,4,7,1,1,1,1,1,0,0,not_applicable,2022,6,30,COVID19_severe,30,0,1,0,0,770.0,53.0,1,solar,1
4610,referral_hospital,O2_0121,urban,208,1,1,1,1,PSA_plant_onsite,0,0,1.9,1,11,6,18,0,1,1,0,1,1,0,not_applicable,2023,6,45,neonatal_respiratory,33,12,1,5,0,823.0,6.0,1,grid_reliable,11
4611,referral_hospital,O2_0195,peri_urban,328,1,1,1,1,cylinder_piped,0,0,0.1,1,8,4,0,0,1,1,0,1,1,5,PSA_plant_breakdown,2022,3,33,sepsis,26,7,0,2,0,660.0,3.0,1,grid_reliable,4
4612,referral_hospital,O2_0104,urban,229,1,1,1,1,cylinder_portable,4,3,0.4,1,16,5,0,0,1,1,1,1,0,0,not_applicable,2024,3,40,pneumonia_child,38,2,1,1,0,975.0,20.0,1,grid_reliable,9
4613,referral_hospital,O2_0145,peri_urban,203,1,1,1,1,cylinder_piped,0,0,2.4,1,8,3,4,0,1,1,1,1,1,0,not_applicable,2024,6,40,severe_malaria,31,9,1,4,0,816.0,2.0,1,grid_reliable,1
4614,referral_hospital,O2_0010,rural,243,1,1,1,1,PSA_plant_onsite,0,0,1.2,1,8,4,2,1,1,1,1,1,1,6,empty_cylinders_not_collected,2024,6,50,COPD_exacerbation,38,12,0,6,0,772.0,23.0,1,grid_unreliable,2
4615,referral_hospital,O2_0033,rural,301,1,1,1,1,oxygen_concentrator,4,3,1.2,1,11,4,13,0,1,1,0,1,0,0,not_applicable,2023,9,37,asthma_severe,31,6,0,2,0,964.0,5.0,1,grid_reliable,0
4616,referral_hospital,O2_0069,urban,310,1,1,1,1,LOX_bulk_tank,0,0,4.1,1,10,3,0,0,1,1,1,0,0,3,supplier_stockout,2022,2,38,neonatal_respiratory,0,38,0,12,11,879.0,51.0,1,grid_unreliable,3
4617,referral_hospital,O2_0022,rural,281,1,1,1,1,LOX_bulk_tank,0,0,3.9,1,5,6,1,0,1,1,0,1,1,0,not_applicable,2021,7,42,COPD_exacerbation,35,7,0,2,0,694.0,6.0,1,grid_unreliable,4
4618,referral_hospital,O2_0115,urban,239,1,1,1,1,cylinder_piped,0,0,13.1,1,6,4,2,0,1,0,0,1,0,7,funding_for_refill,2022,2,41,COPD_exacerbation,38,3,1,1,0,804.0,16.0,1,grid_reliable,2
4619,referral_hospital,O2_0167,peri_urban,177,1,1,1,1,LOX_bulk_tank,0,0,2.1,1,8,4,0,0,1,1,1,1,1,0,not_applicable,2022,5,42,pneumonia_adult,29,13,1,2,0,680.0,22.0,1,grid_unreliable,17
4620,referral_hospital,O2_0195,urban,230,1,1,1,1,oxygen_concentrator,5,5,5.2,1,6,6,3,0,1,1,1,1,1,0,not_applicable,2022,5,37,other_hypoxemia,31,6,1,1,0,867.0,5.0,1,grid_reliable,5
4621,referral_hospital,O2_0118,urban,247,1,1,1,1,cylinder_piped,0,0,1.0,1,9,6,14,0,1,1,0,1,1,0,not_applicable,2023,2,51,COPD_exacerbation,38,13,1,6,0,715.0,8.0,1,grid_unreliable,7
4622,referral_hospital,O2_0140,urban,241,1,1,1,1,PSA_plant_onsite,0,0,5.8,1,9,5,2,1,1,0,0,1,1,0,not_applicable,2023,10,35,pneumonia_adult,28,7,1,1,0,633.0,7.0,1,generator_only,0
4623,referral_hospital,O2_0001,urban,255,1,1,1,1,LOX_bulk_tank,3,2,0.6,1,5,6,2,0,1,0,0,1,0,0,not_applicable,2024,11,40,pneumonia_adult,29,11,0,5,0,790.0,17.0,1,generator_only,0
4624,referral_hospital,O2_0101,urban,262,1,1,1,1,oxygen_concentrator,6,4,0.1,1,10,4,7,0,1,1,0,1,1,0,not_applicable,2022,10,44,sepsis,40,4,1,2,0,711.0,17.0,1,grid_unreliable,4
4625,referral_hospital,O2_0017,peri_urban,303,1,1,1,1,PSA_plant_onsite,4,2,0.0,1,12,3,4,1,1,1,0,1,1,0,not_applicable,2023,4,28,pneumonia_adult,26,2,1,1,0,975.0,42.0,0,grid_unreliable,16
4626,referral_hospital,O2_0136,urban,292,1,1,1,1,oxygen_concentrator,5,2,9.0,1,17,7,3,0,1,1,1,1,1,0,not_applicable,2023,4,39,severe_malaria,22,17,1,8,0,660.0,3.0,0,grid_unreliable,7
4627,referral_hospital,O2_0060,urban,237,1,1,1,1,cylinder_portable,0,0,3.7,1,12,8,13,0,1,1,1,1,1,0,not_applicable,2021,10,45,severe_malaria,45,0,1,0,0,778.0,15.0,1,grid_unreliable,0
4628,referral_hospital,O2_0190,urban,173,1,1,1,1,PSA_plant_onsite,3,1,1.8,1,13,5,8,1,1,1,1,1,1,0,not_applicable,2023,12,32,sepsis,25,7,1,2,0,885.0,11.0,1,generator_only,2
4629,referral_hospital,O2_0016,peri_urban,239,1,1,1,1,LOX_bulk_tank,0,0,0.9,1,5,5,0,0,1,1,1,1,1,0,not_applicable,2023,8,53,sepsis,37,16,1,5,0,865.0,14.0,1,grid_unreliable,3
4630,referral_hospital,O2_0029,peri_urban,244,1,1,1,1,LOX_bulk_tank,0,0,2.6,1,8,5,5,0,1,1,1,1,1,0,not_applicable,2021,2,52,neonatal_respiratory,39,13,0,4,0,885.0,2.0,1,grid_reliable,6
4631,referral_hospital,O2_0146,peri_urban,286,1,1,1,1,LOX_bulk_tank,6,4,2.4,1,16,3,4,0,1,1,0,1,1,0,not_applicable,2021,7,34,COPD_exacerbation,24,10,1,2,0,630.0,13.0,1,none,5
4632,referral_hospital,O2_0198,urban,301,1,1,1,1,oxygen_concentrator,6,4,6.7,1,7,7,0,0,1,1,1,1,0,0,not_applicable,2024,3,37,pneumonia_child,28,9,1,3,0,528.0,6.0,1,solar,1
4633,referral_hospital,O2_0075,urban,212,1,1,1,1,cylinder_piped,0,0,2.8,1,9,5,1,0,1,0,0,1,1,15,power_outage,2024,1,50,heart_failure,50,0,1,0,0,755.0,6.0,1,grid_unreliable,2
4634,referral_hospital,O2_0176,urban,307,1,1,1,1,cylinder_piped,0,0,4.1,1,11,5,13,0,1,1,0,1,1,0,not_applicable,2023,7,23,severe_malaria,18,5,1,3,0,747.0,2.0,1,grid_reliable,4
4635,referral_hospital,O2_0128,peri_urban,299,1,1,1,1,oxygen_concentrator,6,3,8.6,1,8,7,19,0,1,1,0,1,1,0,not_applicable,2024,3,52,pneumonia_child,44,8,1,2,0,577.0,10.0,1,solar,5
4636,referral_hospital,O2_0104,urban,226,1,1,1,1,oxygen_concentrator,7,2,1.4,1,8,5,6,0,1,1,0,1,1,0,not_applicable,2022,5,35,severe_malaria,30,5,0,3,0,959.0,2.0,1,grid_reliable,4
4637,referral_hospital,O2_0101,urban,311,1,1,1,1,LOX_bulk_tank,0,0,2.3,1,6,10,1,0,1,1,0,1,1,0,not_applicable,2021,6,42,surgical_anaesthesia,31,11,1,1,0,750.0,14.0,1,solar,13
4638,referral_hospital,O2_0096,urban,251,1,1,1,1,LOX_bulk_tank,5,3,4.3,1,14,3,1,0,1,1,1,1,1,0,not_applicable,2022,4,45,COPD_exacerbation,34,11,1,4,0,988.0,50.0,1,grid_unreliable,0
4639,referral_hospital,O2_0095,peri_urban,243,1,1,1,1,LOX_bulk_tank,0,0,0.6,1,10,3,6,0,1,1,0,1,1,0,not_applicable,2022,2,51,trauma,41,10,1,4,0,700.0,16.0,1,generator_only,27
4640,referral_hospital,O2_0054,rural,290,1,1,1,1,cylinder_piped,6,5,0.8,1,10,2,2,0,1,0,0,1,1,0,not_applicable,2023,5,42,asthma_severe,30,12,1,2,0,879.0,22.0,0,grid_reliable,1
4641,referral_hospital,O2_0093,peri_urban,242,1,1,1,1,oxygen_concentrator,5,2,1.5,1,12,9,4,0,1,0,0,0,0,11,piping_system_leak,2023,12,34,pneumonia_child,0,34,0,9,7,966.0,2.0,1,grid_unreliable,4
4642,referral_hospital,O2_0010,rural,255,1,1,1,1,cylinder_piped,0,0,0.8,1,15,6,14,0,1,0,0,1,1,0,not_applicable,2022,5,40,pneumonia_adult,33,7,0,3,0,996.0,14.0,1,none,10
4643,referral_hospital,O2_0007,urban,213,1,1,1,1,cylinder_piped,0,0,3.5,1,14,4,0,0,1,1,1,1,1,0,not_applicable,2022,3,43,pneumonia_child,32,11,0,7,0,691.0,7.0,1,grid_unreliable,5
4644,referral_hospital,O2_0163,peri_urban,199,1,1,1,1,PSA_plant_onsite,1,0,0.9,1,7,7,0,1,1,1,1,1,1,0,not_applicable,2024,5,32,pneumonia_adult,23,9,1,3,0,702.0,23.0,1,grid_reliable,0
4645,referral_hospital,O2_0031,urban,214,1,1,1,1,cylinder_piped,0,0,1.1,1,15,2,8,0,1,0,0,1,0,0,not_applicable,2022,8,40,sepsis,34,6,1,3,0,859.0,1.0,1,grid_reliable,2
4646,referral_hospital,O2_0092,rural,285,1,1,1,1,oxygen_concentrator,1,0,2.6,1,8,7,3,0,1,1,1,0,0,30,demand_surge,2024,9,50,COPD_exacerbation,0,50,0,14,5,681.0,3.0,1,grid_reliable,0
4647,referral_hospital,O2_0172,rural,288,1,1,1,1,PSA_plant_onsite,0,0,3.7,1,5,7,1,1,1,1,1,1,1,0,not_applicable,2024,6,48,COVID19_severe,30,18,1,5,0,820.0,3.0,0,generator_only,3
4648,referral_hospital,O2_0186,peri_urban,289,1,1,1,1,oxygen_concentrator,3,2,1.4,1,12,5,3,0,1,1,1,1,1,0,not_applicable,2022,12,35,other_hypoxemia,28,7,1,4,0,651.0,5.0,1,grid_unreliable,12
4649,referral_hospital,O2_0148,peri_urban,263,1,1,1,1,LOX_bulk_tank,0,0,3.6,1,6,3,13,0,1,1,1,1,1,0,not_applicable,2024,8,33,heart_failure,33,0,1,0,0,594.0,12.0,1,grid_unreliable,10
4650,referral_hospital,O2_0120,urban,242,1,1,1,1,LOX_bulk_tank,0,0,3.8,1,8,1,4,0,1,1,1,1,1,0,not_applicable,2023,11,42,pneumonia_child,38,4,1,1,0,943.0,0.0,1,solar,1
4651,referral_hospital,O2_0139,urban,161,1,1,1,1,LOX_bulk_tank,0,0,11.2,1,9,7,16,0,1,1,1,1,1,0,not_applicable,2024,9,27,trauma,21,6,1,3,0,829.0,2.0,1,grid_unreliable,2
4652,referral_hospital,O2_0041,urban,157,1,1,1,1,LOX_bulk_tank,4,3,1.1,1,6,3,2,0,1,1,1,1,1,15,empty_cylinders_not_collected,2023,12,33,sepsis,19,14,1,5,0,957.0,19.0,1,grid_unreliable,0
4653,referral_hospital,O2_0053,urban,281,1,1,1,1,PSA_plant_onsite,7,5,8.3,1,15,8,6,1,1,0,0,1,0,1,supplier_stockout,2022,10,36,neonatal_respiratory,21,15,0,6,0,682.0,6.0,1,grid_unreliable,3
4654,referral_hospital,O2_0157,urban,285,1,1,1,1,LOX_bulk_tank,0,0,2.5,1,9,9,7,0,1,1,1,1,1,0,not_applicable,2023,10,30,COVID19_severe,20,10,1,5,0,559.0,7.0,0,none,0
4655,referral_hospital,O2_0157,urban,284,1,1,1,1,PSA_plant_onsite,0,0,0.3,1,14,6,1,0,1,1,1,1,1,0,not_applicable,2024,10,44,COPD_exacerbation,44,0,1,0,0,401.0,11.0,1,grid_reliable,0
4656,referral_hospital,O2_0192,peri_urban,296,1,1,1,1,PSA_plant_onsite,0,0,3.0,1,8,4,3,0,1,1,1,1,1,0,not_applicable,2023,10,40,pneumonia_child,21,19,1,8,0,618.0,1.0,0,grid_reliable,1
4657,referral_hospital,O2_0033,urban,175,1,1,1,1,PSA_plant_onsite,0,0,0.9,1,9,4,8,1,1,1,1,1,1,0,not_applicable,2023,6,45,COVID19_severe,45,0,0,0,0,968.0,6.0,1,grid_unreliable,4
4658,referral_hospital,O2_0024,rural,308,1,1,1,1,LOX_bulk_tank,0,0,0.7,1,13,2,2,0,1,1,1,1,1,0,not_applicable,2023,9,49,neonatal_respiratory,43,6,1,2,0,938.0,8.0,1,grid_reliable,5
4659,referral_hospital,O2_0092,urban,275,1,1,1,1,LOX_bulk_tank,0,0,1.8,1,10,5,2,0,1,1,0,1,1,0,not_applicable,2023,2,43,pneumonia_child,34,9,1,3,0,717.0,20.0,1,grid_unreliable,0
4660,referral_hospital,O2_0160,urban,238,1,1,1,1,PSA_plant_onsite,4,3,1.8,1,5,5,7,1,1,1,1,1,1,0,not_applicable,2024,4,47,pneumonia_child,47,0,1,0,0,788.0,10.0,1,solar,1
4661,referral_hospital,O2_0050,urban,279,1,1,1,1,oxygen_concentrator,4,2,2.7,1,10,3,3,0,1,1,1,1,1,0,not_applicable,2023,2,46,heart_failure,22,24,1,6,0,855.0,9.0,1,generator_only,1
4662,referral_hospital,O2_0050,peri_urban,251,1,1,1,1,cylinder_piped,0,0,3.7,1,5,4,0,0,1,1,1,1,1,0,not_applicable,2022,11,31,surgical_anaesthesia,19,12,1,4,0,1057.0,26.0,0,solar,5
4663,referral_hospital,O2_0043,urban,210,1,1,1,1,PSA_plant_onsite,8,4,0.6,1,12,7,0,1,1,1,0,1,1,0,not_applicable,2023,6,31,pneumonia_child,19,12,1,7,0,680.0,8.0,0,grid_reliable,4
4664,referral_hospital,O2_0157,peri_urban,268,1,1,1,1,cylinder_piped,0,0,3.2,1,14,2,3,0,1,1,0,1,1,0,not_applicable,2023,2,35,surgical_anaesthesia,28,7,0,2,0,791.0,16.0,1,grid_reliable,3
4665,referral_hospital,O2_0195,urban,193,1,1,1,1,oxygen_concentrator,7,6,0.3,1,13,5,2,0,1,1,0,1,1,4,regulator_valve_failure,2022,11,41,pneumonia_child,35,6,0,2,0,875.0,17.0,1,generator_only,2
4666,referral_hospital,O2_0003,rural,259,1,1,1,1,oxygen_concentrator,3,1,3.7,1,17,5,0,0,1,0,0,1,1,0,not_applicable,2021,2,30,sepsis,23,7,1,2,0,630.0,12.0,0,none,4
4667,referral_hospital,O2_0022,urban,243,1,1,1,1,LOX_bulk_tank,11,6,1.7,1,7,3,1,0,1,1,0,1,1,0,not_applicable,2023,7,46,pneumonia_adult,34,12,1,3,0,687.0,1.0,1,grid_reliable,3
4668,referral_hospital,O2_0141,peri_urban,303,1,1,1,1,cylinder_portable,4,2,4.9,1,9,5,1,0,1,1,0,0,0,19,regulator_valve_failure,2024,6,33,pneumonia_adult,0,33,0,10,8,914.0,19.0,1,grid_unreliable,4
4669,referral_hospital,O2_0093,urban,271,1,1,1,1,cylinder_piped,0,0,0.3,1,7,3,16,0,1,1,0,1,0,0,not_applicable,2023,6,49,pneumonia_child,44,5,1,2,0,479.0,3.0,1,grid_unreliable,3
4670,referral_hospital,O2_0082,peri_urban,242,1,1,1,1,oxygen_concentrator,3,2,1.5,1,11,7,1,0,1,1,1,1,1,0,not_applicable,2022,2,37,pneumonia_child,33,4,0,2,0,823.0,3.0,1,generator_only,2
4671,referral_hospital,O2_0112,rural,292,1,1,1,1,LOX_bulk_tank,0,0,3.8,1,11,5,0,0,1,1,1,0,0,5,funding_for_refill,2024,11,42,pneumonia_adult,0,42,0,11,1,539.0,8.0,1,grid_unreliable,2
4672,referral_hospital,O2_0159,urban,258,1,1,1,1,LOX_bulk_tank,0,0,5.0,1,22,2,1,0,1,1,1,1,1,2,power_outage,2024,6,36,severe_malaria,26,10,0,3,0,907.0,23.0,1,generator_only,7
4673,referral_hospital,O2_0147,peri_urban,261,1,1,1,1,oxygen_concentrator,3,1,7.3,1,10,4,9,0,1,1,1,1,1,0,not_applicable,2023,6,46,pneumonia_child,30,16,1,4,0,1241.0,0.0,1,grid_reliable,13
4674,referral_hospital,O2_0144,urban,262,1,1,1,1,oxygen_concentrator,7,6,0.3,1,5,2,1,0,1,1,1,1,1,0,not_applicable,2023,8,42,severe_malaria,26,16,1,8,0,855.0,4.0,0,none,2
4675,referral_hospital,O2_0110,urban,234,1,1,1,1,LOX_bulk_tank,3,2,5.8,1,6,4,9,0,1,0,0,1,1,0,not_applicable,2024,3,47,surgical_anaesthesia,39,8,1,3,0,650.0,42.0,1,grid_unreliable,0
4676,referral_hospital,O2_0025,urban,252,1,1,1,1,LOX_bulk_tank,0,0,3.2,1,4,4,2,0,1,1,0,1,0,0,not_applicable,2023,7,49,heart_failure,38,11,0,5,0,904.0,9.0,1,grid_unreliable,5
4677,referral_hospital,O2_0114,rural,247,1,1,1,1,LOX_bulk_tank,0,0,14.9,1,6,8,3,0,1,1,0,0,0,9,concentrator_malfunction,2023,8,34,pneumonia_adult,0,34,0,15,1,807.0,32.0,1,solar,2
4678,referral_hospital,O2_0174,urban,296,1,1,1,1,cylinder_piped,4,2,0.6,1,7,4,6,0,1,1,1,1,1,0,not_applicable,2023,3,38,COVID19_severe,32,6,1,2,0,800.0,22.0,1,grid_reliable,2
4679,referral_hospital,O2_0065,urban,245,1,1,1,1,LOX_bulk_tank,0,0,12.7,1,6,8,2,0,1,1,0,1,1,1,supplier_stockout,2023,8,39,pneumonia_child,28,11,1,3,0,902.0,15.0,1,solar,1
4680,referral_hospital,O2_0030,peri_urban,242,1,1,1,1,cylinder_portable,0,0,2.6,1,10,5,2,0,1,0,0,1,1,0,not_applicable,2022,11,42,sepsis,30,12,1,4,0,786.0,20.0,1,grid_reliable,31
4681,referral_hospital,O2_0018,rural,265,1,1,1,1,LOX_bulk_tank,0,0,2.1,1,8,5,8,0,1,1,1,1,1,0,not_applicable,2024,2,36,pneumonia_adult,24,12,1,3,0,637.0,3.0,1,grid_reliable,6
4682,referral_hospital,O2_0119,peri_urban,268,1,1,1,1,PSA_plant_onsite,0,0,3.5,1,10,5,12,0,1,1,0,0,0,9,power_outage,2023,12,45,surgical_anaesthesia,0,45,0,11,8,880.0,3.0,1,grid_reliable,0
4683,referral_hospital,O2_0174,urban,273,1,1,1,1,LOX_bulk_tank,0,0,10.6,1,8,3,3,0,1,1,1,1,0,0,not_applicable,2023,1,32,severe_malaria,29,3,1,1,0,742.0,4.0,1,none,0
4684,referral_hospital,O2_0079,rural,231,1,1,1,1,PSA_plant_onsite,0,0,4.8,1,10,3,0,0,1,0,0,1,1,0,not_applicable,2024,3,36,pneumonia_adult,36,0,1,0,0,1128.0,6.0,1,generator_only,6
4685,referral_hospital,O2_0155,urban,234,1,1,1,1,LOX_bulk_tank,0,0,3.6,1,6,5,1,0,1,1,0,1,0,2,concentrator_malfunction,2023,7,36,heart_failure,29,7,1,4,0,994.0,33.0,0,grid_reliable,6
4686,referral_hospital,O2_0082,rural,254,1,1,1,1,LOX_bulk_tank,0,0,4.9,1,13,7,2,0,1,1,1,0,0,7,no_oxygen_source,2021,6,36,neonatal_respiratory,0,36,0,13,9,768.0,0.0,1,grid_unreliable,0
4687,referral_hospital,O2_0043,urban,273,1,1,1,1,PSA_plant_onsite,0,0,3.4,1,8,2,1,1,1,1,0,1,1,0,not_applicable,2022,4,48,pneumonia_child,33,15,1,2,0,735.0,11.0,0,grid_unreliable,9
4688,referral_hospital,O2_0005,peri_urban,210,1,1,1,1,oxygen_concentrator,6,5,1.0,1,16,6,2,0,1,1,1,1,1,0,not_applicable,2023,2,50,sepsis,41,9,1,5,0,723.0,12.0,1,grid_reliable,0
4689,referral_hospital,O2_0113,urban,220,1,1,1,1,LOX_bulk_tank,0,0,4.4,1,11,4,9,0,1,1,1,1,0,0,not_applicable,2024,2,34,pneumonia_child,19,15,1,7,0,900.0,3.0,1,grid_unreliable,3
4690,referral_hospital,O2_0038,urban,254,1,1,1,1,LOX_bulk_tank,3,2,4.2,1,7,2,6,0,1,1,1,1,1,0,not_applicable,2023,7,31,COVID19_severe,24,7,1,0,0,730.0,1.0,1,grid_reliable,1
4691,referral_hospital,O2_0151,peri_urban,282,1,1,1,1,cylinder_portable,0,0,3.4,1,10,5,1,0,1,1,1,1,1,7,concentrator_malfunction,2024,7,31,severe_malaria,25,6,1,2,0,975.0,11.0,1,grid_reliable,1
4692,referral_hospital,O2_0057,urban,225,1,1,1,1,cylinder_piped,0,0,4.7,1,10,5,3,0,1,1,0,1,1,5,cylinder_delivery_delay,2022,4,54,pneumonia_child,54,0,1,0,0,881.0,8.0,1,generator_only,0
4693,referral_hospital,O2_0119,peri_urban,343,1,1,1,1,PSA_plant_onsite,0,0,0.5,1,12,8,3,0,1,1,1,1,0,0,not_applicable,2022,6,39,COPD_exacerbation,35,4,1,1,0,745.0,16.0,1,grid_unreliable,2
4694,referral_hospital,O2_0045,peri_urban,246,1,1,1,1,LOX_bulk_tank,7,5,4.3,1,9,6,0,0,1,1,1,1,1,0,not_applicable,2024,5,40,pneumonia_adult,26,14,1,5,0,730.0,9.0,1,grid_reliable,9
4695,referral_hospital,O2_0080,urban,256,1,1,1,1,cylinder_piped,0,0,6.3,1,10,8,1,0,1,1,1,1,0,0,not_applicable,2022,4,36,COPD_exacerbation,24,12,1,4,0,817.0,6.0,1,solar,10
4696,referral_hospital,O2_0081,peri_urban,244,1,1,1,1,oxygen_concentrator,9,5,4.4,1,11,2,2,0,1,1,0,0,0,10,concentrator_malfunction,2024,10,33,pneumonia_adult,0,33,0,8,9,1003.0,4.0,1,grid_unreliable,1
4697,referral_hospital,O2_0067,rural,209,1,1,1,1,LOX_bulk_tank,0,0,2.2,1,14,6,3,0,1,1,1,0,0,2,PSA_plant_breakdown,2024,12,45,sepsis,0,45,0,12,30,989.0,26.0,1,solar,3
4698,referral_hospital,O2_0159,urban,214,1,1,1,1,cylinder_portable,0,0,9.7,1,12,10,3,0,1,0,0,1,1,0,not_applicable,2023,1,41,pneumonia_child,34,7,1,2,0,950.0,2.0,0,solar,6
4699,referral_hospital,O2_0057,urban,253,1,1,1,1,PSA_plant_onsite,0,0,0.1,1,9,8,0,1,1,1,1,0,0,11,concentrator_malfunction,2021,10,39,pneumonia_child,0,39,0,17,18,751.0,6.0,0,grid_reliable,2
4700,referral_hospital,O2_0083,urban,276,1,1,1,1,LOX_bulk_tank,10,6,3.0,1,11,1,2,0,1,1,1,1,0,6,demand_surge,2023,3,43,trauma,26,17,1,6,0,756.0,13.0,1,grid_reliable,1
4701,referral_hospital,O2_0032,peri_urban,223,1,1,1,1,oxygen_concentrator,5,4,0.8,1,7,6,9,0,1,1,1,1,1,1,no_oxygen_source,2024,9,41,asthma_severe,29,12,1,8,0,870.0,7.0,1,solar,7
4702,referral_hospital,O2_0118,urban,179,1,1,1,1,cylinder_piped,0,0,2.3,1,10,6,11,0,1,0,0,1,1,9,no_oxygen_source,2024,2,46,neonatal_respiratory,41,5,1,4,0,839.0,16.0,1,grid_reliable,1
4703,referral_hospital,O2_0083,urban,240,1,1,1,1,cylinder_piped,0,0,4.5,1,9,6,0,0,1,1,1,1,1,10,PSA_plant_breakdown,2024,8,35,COPD_exacerbation,27,8,0,0,0,772.0,0.0,1,grid_unreliable,1
4704,referral_hospital,O2_0160,urban,230,1,1,1,1,LOX_bulk_tank,3,2,11.7,1,2,3,0,0,1,1,0,1,1,1,concentrator_malfunction,2024,8,49,COVID19_severe,31,18,0,9,0,856.0,1.0,1,generator_only,13
4705,referral_hospital,O2_0174,peri_urban,220,1,1,1,1,LOX_bulk_tank,0,0,7.7,1,10,2,6,0,1,0,0,1,1,0,not_applicable,2021,2,32,other_hypoxemia,26,6,0,2,0,606.0,4.0,1,generator_only,0
4706,referral_hospital,O2_0099,urban,234,1,1,1,1,cylinder_piped,0,0,3.5,1,12,5,7,0,1,1,0,1,1,0,not_applicable,2022,12,26,COPD_exacerbation,24,2,1,0,0,542.0,2.0,1,grid_unreliable,0
4707,referral_hospital,O2_0078,urban,248,1,1,1,1,cylinder_piped,0,0,5.0,1,13,4,4,0,1,1,0,1,1,0,not_applicable,2022,4,41,severe_malaria,33,8,1,2,0,918.0,21.0,1,generator_only,4
4708,referral_hospital,O2_0078,rural,220,1,1,1,1,LOX_bulk_tank,0,0,0.4,1,9,3,0,0,1,0,0,0,0,2,power_outage,2024,2,47,surgical_anaesthesia,0,47,0,13,8,634.0,1.0,1,generator_only,6
4709,referral_hospital,O2_0133,urban,227,1,1,1,1,cylinder_piped,0,0,3.1,1,13,4,1,0,1,1,1,1,1,15,power_outage,2024,9,35,pneumonia_child,29,6,1,1,0,904.0,12.0,1,solar,1
4710,referral_hospital,O2_0011,urban,223,1,1,1,1,cylinder_piped,0,0,1.9,1,9,3,1,0,1,1,1,0,0,5,cylinder_delivery_delay,2024,6,45,neonatal_respiratory,0,45,0,15,13,870.0,13.0,0,grid_reliable,1
4711,referral_hospital,O2_0072,peri_urban,269,1,1,1,1,LOX_bulk_tank,0,0,3.8,1,11,2,1,0,1,1,0,1,1,0,not_applicable,2022,1,28,sepsis,20,8,1,3,0,703.0,28.0,1,grid_reliable,8
4712,referral_hospital,O2_0197,rural,214,1,1,1,1,LOX_bulk_tank,0,0,7.3,1,9,3,6,0,1,1,0,1,1,0,not_applicable,2024,6,34,neonatal_respiratory,24,10,1,3,0,760.0,21.0,0,grid_unreliable,1
4713,referral_hospital,O2_0021,peri_urban,256,1,1,1,1,oxygen_concentrator,7,6,1.3,1,13,1,5,0,1,1,0,1,1,1,power_outage,2024,4,45,surgical_anaesthesia,37,8,1,3,0,802.0,4.0,1,grid_reliable,4
4714,referral_hospital,O2_0048,urban,274,1,1,1,1,LOX_bulk_tank,0,0,0.8,1,8,5,2,0,1,1,0,1,1,1,power_outage,2024,11,43,pneumonia_adult,29,14,1,2,0,942.0,19.0,0,solar,9
4715,referral_hospital,O2_0109,urban,206,1,1,1,1,LOX_bulk_tank,2,1,2.8,1,16,4,1,0,1,1,1,1,1,0,not_applicable,2022,10,47,COPD_exacerbation,39,8,1,3,0,844.0,2.0,1,solar,1
4716,referral_hospital,O2_0142,urban,323,1,1,1,1,LOX_bulk_tank,0,0,0.0,1,10,9,6,0,1,0,0,0,0,9,power_outage,2024,3,40,severe_malaria,0,40,0,15,24,748.0,1.0,1,grid_reliable,12
4717,referral_hospital,O2_0127,rural,266,1,1,1,1,oxygen_concentrator,5,5,0.1,1,10,10,0,0,1,0,0,1,1,2,concentrator_malfunction,2024,9,34,COVID19_severe,25,9,1,3,0,685.0,45.0,1,grid_unreliable,5
4718,referral_hospital,O2_0189,peri_urban,277,1,1,1,1,cylinder_piped,0,0,0.8,1,8,5,4,0,1,1,1,1,1,0,not_applicable,2022,3,41,surgical_anaesthesia,26,15,1,4,0,547.0,1.0,1,grid_unreliable,2
4719,referral_hospital,O2_0165,rural,241,1,1,1,1,PSA_plant_onsite,0,0,3.0,1,10,8,2,1,1,1,1,1,1,1,demand_surge,2024,7,39,pneumonia_child,38,1,1,0,0,819.0,21.0,1,grid_unreliable,0
4720,referral_hospital,O2_0153,rural,222,1,1,1,1,LOX_bulk_tank,0,0,0.2,1,14,4,1,0,1,1,0,1,1,0,not_applicable,2022,10,31,other_hypoxemia,26,5,1,1,0,846.0,22.0,1,solar,1
4721,referral_hospital,O2_0126,urban,223,1,1,1,1,PSA_plant_onsite,5,3,4.3,1,11,5,1,0,1,1,1,1,0,0,not_applicable,2024,2,39,other_hypoxemia,25,14,1,8,0,1069.0,4.0,1,grid_reliable,1
4722,referral_hospital,O2_0174,urban,293,1,1,1,1,PSA_plant_onsite,0,0,3.0,1,7,4,1,0,1,1,1,1,1,0,not_applicable,2022,8,43,neonatal_respiratory,40,3,1,1,0,971.0,6.0,1,grid_reliable,1
4723,referral_hospital,O2_0024,urban,237,1,1,1,1,oxygen_concentrator,2,1,5.5,1,9,4,18,0,1,1,1,1,1,0,not_applicable,2023,12,38,COPD_exacerbation,23,15,1,9,0,925.0,16.0,0,grid_unreliable,13
4724,referral_hospital,O2_0112,urban,244,1,1,1,1,LOX_bulk_tank,0,0,1.2,1,13,6,1,0,1,1,0,1,1,0,not_applicable,2021,2,33,pneumonia_adult,19,14,0,7,0,960.0,21.0,0,solar,1
4725,referral_hospital,O2_0151,urban,247,1,1,1,1,oxygen_concentrator,5,3,0.3,1,6,2,11,0,1,1,1,1,1,1,demand_surge,2024,11,39,COVID19_severe,27,12,0,5,0,909.0,17.0,1,grid_reliable,5
4726,referral_hospital,O2_0189,urban,308,1,1,1,1,oxygen_concentrator,3,1,0.9,1,7,4,6,0,1,1,1,1,1,3,PSA_plant_breakdown,2022,1,46,pneumonia_adult,30,16,0,4,0,960.0,27.0,0,grid_unreliable,0
4727,referral_hospital,O2_0147,peri_urban,225,1,1,1,1,PSA_plant_onsite,0,0,0.5,1,16,5,0,1,1,1,1,0,0,9,PSA_plant_breakdown,2022,8,36,heart_failure,0,36,0,10,17,868.0,11.0,1,generator_only,0
4728,referral_hospital,O2_0184,urban,255,1,1,1,1,oxygen_concentrator,4,3,6.1,1,7,11,2,0,1,1,1,1,0,0,not_applicable,2023,9,36,heart_failure,32,4,1,2,0,706.0,23.0,1,grid_reliable,5
4729,referral_hospital,O2_0048,rural,176,1,1,1,1,oxygen_concentrator,5,4,0.5,1,8,4,6,0,1,1,1,0,0,5,PSA_plant_breakdown,2021,9,45,pneumonia_child,0,45,0,20,8,919.0,15.0,1,grid_reliable,5
4730,referral_hospital,O2_0105,peri_urban,279,1,1,1,1,PSA_plant_onsite,0,0,3.2,1,9,4,1,0,1,1,1,1,1,0,not_applicable,2022,3,46,asthma_severe,28,18,1,6,0,638.0,1.0,1,grid_unreliable,2
4731,referral_hospital,O2_0087,peri_urban,267,1,1,1,1,PSA_plant_onsite,0,0,1.2,1,3,4,2,0,1,1,1,1,0,0,not_applicable,2021,6,42,surgical_anaesthesia,29,13,0,3,0,787.0,1.0,0,grid_reliable,0
4732,referral_hospital,O2_0027,rural,187,1,1,1,1,cylinder_piped,7,4,1.0,1,11,3,6,0,1,1,1,0,0,10,PSA_plant_breakdown,2022,8,36,pneumonia_adult,0,36,0,14,7,680.0,28.0,0,solar,2
4733,referral_hospital,O2_0003,urban,216,1,1,1,1,cylinder_piped,0,0,3.9,1,11,4,4,0,1,1,0,1,1,15,no_oxygen_source,2024,7,51,asthma_severe,44,7,1,4,0,660.0,11.0,1,solar,10
4734,referral_hospital,O2_0140,urban,292,1,1,1,1,LOX_bulk_tank,0,0,0.8,1,14,5,4,0,1,0,0,1,1,0,not_applicable,2021,5,38,surgical_anaesthesia,29,9,1,2,0,433.0,19.0,1,grid_unreliable,0
4735,referral_hospital,O2_0094,rural,242,1,1,1,1,oxygen_concentrator,2,1,0.3,1,10,9,4,0,1,1,0,1,0,0,not_applicable,2024,3,36,severe_malaria,30,6,0,2,0,788.0,4.0,1,grid_reliable,0
4736,referral_hospital,O2_0054,urban,348,1,1,1,1,cylinder_portable,0,0,3.0,1,15,4,9,0,1,1,1,1,1,0,not_applicable,2023,3,51,COVID19_severe,47,4,1,1,0,827.0,4.0,1,grid_reliable,8
4737,referral_hospital,O2_0191,urban,295,1,1,1,1,oxygen_concentrator,1,0,4.5,1,12,7,1,0,1,0,0,1,1,0,not_applicable,2022,12,42,sepsis,37,5,1,2,0,639.0,21.0,0,grid_reliable,2
4738,referral_hospital,O2_0093,urban,201,1,1,1,1,PSA_plant_onsite,0,0,1.6,1,12,3,1,1,1,1,1,0,0,24,PSA_plant_breakdown,2024,5,42,COVID19_severe,0,42,0,15,14,855.0,0.0,1,solar,3
4739,referral_hospital,O2_0177,urban,244,1,1,1,1,PSA_plant_onsite,0,0,2.5,1,15,5,20,0,1,1,0,1,0,0,not_applicable,2024,10,34,sepsis,27,7,1,1,0,860.0,28.0,1,grid_unreliable,0
4740,referral_hospital,O2_0101,urban,256,1,1,1,1,PSA_plant_onsite,6,3,1.6,1,13,6,0,0,1,1,1,1,1,0,not_applicable,2024,8,38,neonatal_respiratory,31,7,1,5,0,900.0,56.0,0,none,3
4741,referral_hospital,O2_0017,rural,302,1,1,1,1,oxygen_concentrator,4,3,4.5,1,12,4,9,0,1,0,0,1,1,0,not_applicable,2024,10,31,COPD_exacerbation,20,11,1,2,0,750.0,13.0,1,generator_only,4
4742,referral_hospital,O2_0003,rural,229,1,1,1,1,LOX_bulk_tank,0,0,1.3,1,16,4,0,0,1,1,1,1,0,4,funding_for_refill,2023,1,34,pneumonia_child,31,3,1,1,0,848.0,11.0,1,grid_reliable,5
4743,referral_hospital,O2_0065,rural,286,1,1,1,1,PSA_plant_onsite,8,2,3.3,1,9,7,1,0,1,1,0,1,1,1,power_outage,2021,2,43,pneumonia_adult,33,10,1,2,0,850.0,16.0,1,grid_reliable,1
4744,referral_hospital,O2_0144,rural,219,1,1,1,1,LOX_bulk_tank,0,0,13.3,1,6,6,0,0,1,1,1,1,1,4,funding_for_refill,2022,12,43,neonatal_respiratory,42,1,1,1,0,741.0,47.0,1,grid_reliable,19
4745,referral_hospital,O2_0066,urban,303,1,1,1,1,PSA_plant_onsite,0,0,5.4,1,5,6,8,0,1,1,1,1,1,0,not_applicable,2022,10,53,neonatal_respiratory,44,9,1,3,0,670.0,2.0,1,grid_reliable,5
4746,referral_hospital,O2_0061,urban,235,1,1,1,1,oxygen_concentrator,3,1,6.0,1,10,4,1,0,1,1,0,1,0,3,PSA_plant_breakdown,2022,2,41,neonatal_respiratory,36,5,1,2,0,776.0,2.0,1,generator_only,9
4747,referral_hospital,O2_0065,rural,228,1,1,1,1,PSA_plant_onsite,0,0,2.6,1,10,8,4,1,1,1,1,0,0,1,funding_for_refill,2022,10,45,COPD_exacerbation,0,45,0,11,21,662.0,20.0,0,grid_unreliable,0
4748,referral_hospital,O2_0034,peri_urban,212,1,1,1,1,PSA_plant_onsite,0,0,8.4,1,13,6,0,1,1,1,1,0,0,4,power_outage,2024,2,40,asthma_severe,0,40,0,16,15,786.0,8.0,1,grid_reliable,1
4749,referral_hospital,O2_0076,urban,227,1,1,1,1,cylinder_piped,0,0,1.0,1,9,8,0,0,1,1,0,1,1,0,not_applicable,2024,10,28,COVID19_severe,18,10,1,2,0,751.0,32.0,1,grid_reliable,0
4750,referral_hospital,O2_0109,urban,238,1,1,1,1,oxygen_concentrator,10,6,6.6,1,4,5,3,0,1,1,0,1,1,0,not_applicable,2023,1,40,neonatal_respiratory,40,0,1,0,0,743.0,20.0,1,grid_reliable,7
4751,referral_hospital,O2_0005,peri_urban,248,1,1,1,1,cylinder_piped,0,0,0.0,1,9,5,5,0,1,1,0,0,0,2,PSA_plant_breakdown,2023,2,34,pneumonia_child,0,34,0,12,8,905.0,9.0,1,grid_unreliable,3
4752,referral_hospital,O2_0151,urban,226,1,1,1,1,LOX_bulk_tank,0,0,3.4,1,7,6,3,0,1,1,1,0,0,3,piping_system_leak,2022,1,39,asthma_severe,0,39,0,10,6,668.0,5.0,1,generator_only,1
4753,referral_hospital,O2_0020,peri_urban,201,1,1,1,1,oxygen_concentrator,7,5,0.3,1,5,3,0,0,1,0,0,1,0,0,not_applicable,2023,12,26,pneumonia_adult,22,4,1,0,0,880.0,10.0,1,grid_unreliable,1
4754,referral_hospital,O2_0112,urban,237,1,1,1,1,oxygen_concentrator,9,5,0.4,1,12,5,1,0,1,1,1,1,1,0,not_applicable,2021,5,40,pneumonia_child,25,15,1,4,0,864.0,3.0,1,grid_unreliable,1
4755,referral_hospital,O2_0130,urban,256,1,1,1,1,LOX_bulk_tank,0,0,1.3,1,15,7,8,0,1,0,0,1,1,1,concentrator_malfunction,2024,12,47,pneumonia_child,37,10,0,1,0,810.0,25.0,1,grid_unreliable,4
4756,referral_hospital,O2_0080,peri_urban,255,1,1,1,1,oxygen_concentrator,6,3,0.2,1,12,3,6,0,1,1,0,1,1,0,not_applicable,2021,2,45,pneumonia_adult,28,17,0,5,0,971.0,23.0,1,grid_unreliable,0
4757,referral_hospital,O2_0043,urban,173,1,1,1,1,cylinder_piped,0,0,0.4,1,16,4,8,0,1,1,0,1,0,0,not_applicable,2022,7,41,pneumonia_child,28,13,0,3,0,1040.0,63.0,1,grid_unreliable,11
4758,referral_hospital,O2_0187,rural,207,1,1,1,1,LOX_bulk_tank,3,0,2.5,1,16,4,1,0,1,0,0,1,1,0,not_applicable,2022,7,36,severe_malaria,34,2,1,2,0,764.0,1.0,1,grid_unreliable,5
4759,referral_hospital,O2_0030,urban,235,1,1,1,1,cylinder_piped,0,0,0.1,1,12,3,7,0,1,1,1,1,1,0,not_applicable,2024,11,47,pneumonia_adult,35,12,1,4,0,557.0,3.0,1,generator_only,4
4760,referral_hospital,O2_0075,urban,300,1,1,1,1,PSA_plant_onsite,6,3,0.5,1,3,2,1,1,1,1,0,0,0,17,demand_surge,2024,9,30,COPD_exacerbation,0,30,0,13,13,885.0,2.0,1,grid_reliable,6
4761,referral_hospital,O2_0156,urban,224,1,1,1,1,PSA_plant_onsite,0,0,2.3,1,12,3,10,1,1,1,1,1,1,0,not_applicable,2022,7,29,sepsis,19,10,1,4,0,1089.0,20.0,1,grid_reliable,1
4762,referral_hospital,O2_0125,peri_urban,351,1,1,1,1,LOX_bulk_tank,5,5,6.5,1,7,7,5,0,1,1,1,1,1,0,not_applicable,2024,8,42,neonatal_respiratory,33,9,1,2,0,789.0,18.0,1,grid_unreliable,0
4763,referral_hospital,O2_0029,urban,286,1,1,1,1,PSA_plant_onsite,0,0,1.7,1,6,7,3,0,1,1,1,0,0,20,piping_system_leak,2023,10,30,trauma,0,30,0,8,14,747.0,9.0,1,generator_only,1
4764,referral_hospital,O2_0161,rural,189,1,1,1,1,PSA_plant_onsite,0,0,0.7,1,10,5,3,1,1,1,1,1,1,0,not_applicable,2021,12,41,pneumonia_adult,25,16,0,4,0,983.0,45.0,0,grid_reliable,6
4765,referral_hospital,O2_0016,urban,256,1,1,1,1,PSA_plant_onsite,8,6,0.4,1,10,6,0,1,1,1,1,0,0,30,demand_surge,2023,4,36,neonatal_respiratory,0,36,0,16,16,1053.0,6.0,1,solar,4
4766,referral_hospital,O2_0198,urban,234,1,1,1,1,cylinder_piped,0,0,1.0,1,17,7,1,0,1,1,1,1,1,0,not_applicable,2021,1,31,pneumonia_child,17,14,1,6,0,581.0,48.0,1,grid_unreliable,0
4767,referral_hospital,O2_0014,peri_urban,249,1,1,1,1,cylinder_piped,0,0,1.0,1,8,3,11,0,1,0,0,1,0,0,not_applicable,2024,4,44,pneumonia_child,44,0,1,0,0,767.0,23.0,1,grid_reliable,1
4768,referral_hospital,O2_0161,peri_urban,276,1,1,1,1,cylinder_piped,0,0,0.0,1,5,5,3,0,1,1,0,1,1,0,not_applicable,2022,8,42,other_hypoxemia,31,11,1,5,0,657.0,6.0,1,grid_unreliable,1
4769,referral_hospital,O2_0156,peri_urban,220,1,1,1,1,cylinder_piped,0,0,3.5,1,10,4,4,0,1,1,1,1,1,0,not_applicable,2023,12,48,COVID19_severe,40,8,1,3,0,968.0,7.0,0,grid_reliable,7
4770,referral_hospital,O2_0095,urban,289,1,1,1,1,oxygen_concentrator,7,3,1.1,1,9,4,4,0,1,1,0,1,0,0,not_applicable,2023,3,49,pneumonia_child,30,19,1,8,0,747.0,36.0,1,generator_only,0
4771,referral_hospital,O2_0150,urban,341,1,1,1,1,LOX_bulk_tank,0,0,2.0,1,8,9,1,0,1,1,1,1,1,0,not_applicable,2022,7,45,COVID19_severe,25,20,1,10,0,971.0,11.0,1,grid_unreliable,0
4772,referral_hospital,O2_0003,rural,247,1,1,1,1,PSA_plant_onsite,0,0,1.1,1,16,10,2,1,1,1,1,1,1,0,not_applicable,2024,10,39,asthma_severe,30,9,1,0,0,524.0,7.0,1,generator_only,0
4773,referral_hospital,O2_0008,urban,236,1,1,1,1,LOX_bulk_tank,9,2,0.1,1,11,6,11,0,1,1,1,1,0,4,piping_system_leak,2024,11,43,COVID19_severe,37,6,1,3,0,1117.0,23.0,1,grid_reliable,2
4774,referral_hospital,O2_0090,urban,280,1,1,1,1,PSA_plant_onsite,0,0,2.1,1,17,7,4,1,1,1,1,0,0,8,cylinder_delivery_delay,2024,9,43,severe_malaria,0,43,0,16,8,549.0,54.0,1,grid_reliable,6
4775,referral_hospital,O2_0113,rural,270,1,1,1,1,LOX_bulk_tank,0,0,1.4,1,7,3,4,0,1,1,1,1,1,5,demand_surge,2022,7,34,neonatal_respiratory,34,0,1,0,0,760.0,55.0,1,generator_only,0
4776,referral_hospital,O2_0040,urban,141,1,1,1,1,cylinder_piped,0,0,1.7,1,11,7,0,0,1,1,0,0,0,10,power_outage,2024,7,35,pneumonia_child,0,35,0,16,3,552.0,2.0,1,grid_reliable,3
4777,referral_hospital,O2_0082,urban,189,1,1,1,1,cylinder_piped,0,0,1.4,1,10,7,5,0,1,1,1,1,0,0,not_applicable,2022,10,36,COVID19_severe,25,11,1,4,0,810.0,1.0,1,grid_unreliable,5
4778,referral_hospital,O2_0121,rural,290,1,1,1,1,LOX_bulk_tank,0,0,2.3,1,9,6,5,0,1,0,0,0,0,1,power_outage,2022,1,46,asthma_severe,0,46,0,18,23,621.0,26.0,1,grid_unreliable,14
4779,referral_hospital,O2_0055,urban,240,1,1,1,1,cylinder_piped,0,0,4.9,1,14,6,1,0,1,1,1,1,1,7,concentrator_malfunction,2023,2,42,neonatal_respiratory,31,11,0,3,0,899.0,17.0,1,grid_reliable,11
4780,referral_hospital,O2_0043,urban,294,1,1,1,1,LOX_bulk_tank,0,0,0.9,1,7,7,1,0,1,1,1,1,1,0,not_applicable,2024,12,30,surgical_anaesthesia,24,6,0,1,0,953.0,20.0,1,grid_reliable,5
4781,referral_hospital,O2_0112,peri_urban,286,1,1,1,1,PSA_plant_onsite,0,0,2.6,1,9,1,18,0,1,1,1,0,0,2,demand_surge,2021,8,38,neonatal_respiratory,0,38,0,11,14,910.0,36.0,0,grid_reliable,2
4782,referral_hospital,O2_0118,urban,301,1,1,1,1,cylinder_piped,0,0,1.1,1,8,5,0,0,1,0,0,1,0,0,not_applicable,2022,6,41,neonatal_respiratory,33,8,1,2,0,784.0,7.0,1,none,5
4783,referral_hospital,O2_0121,urban,229,1,1,1,1,oxygen_concentrator,5,3,1.9,1,6,4,2,0,1,1,1,1,1,0,not_applicable,2023,7,37,other_hypoxemia,31,6,1,2,0,821.0,4.0,0,grid_unreliable,0
4784,referral_hospital,O2_0177,urban,255,1,1,1,1,cylinder_piped,0,0,3.0,1,13,6,3,0,1,1,1,1,0,0,not_applicable,2024,2,41,severe_malaria,32,9,0,5,0,921.0,70.0,1,grid_unreliable,26
4785,referral_hospital,O2_0081,rural,238,1,1,1,1,cylinder_piped,5,2,2.8,1,13,6,0,0,1,0,0,0,0,1,PSA_plant_breakdown,2022,11,44,trauma,0,44,0,9,21,894.0,7.0,1,generator_only,19
4786,referral_hospital,O2_0071,urban,214,1,1,1,1,cylinder_piped,0,0,1.2,1,8,2,2,0,1,1,0,1,0,0,not_applicable,2022,4,38,surgical_anaesthesia,22,16,1,7,0,626.0,1.0,1,grid_reliable,0
4787,referral_hospital,O2_0179,urban,248,1,1,1,1,LOX_bulk_tank,0,0,5.0,1,17,1,3,0,1,1,0,1,1,0,not_applicable,2021,7,44,neonatal_respiratory,38,6,1,1,0,972.0,15.0,0,generator_only,5
4788,referral_hospital,O2_0168,urban,257,1,1,1,1,PSA_plant_onsite,0,0,1.6,1,12,5,11,1,1,1,1,1,1,0,not_applicable,2023,4,43,asthma_severe,31,12,1,3,0,750.0,11.0,1,generator_only,1
4789,referral_hospital,O2_0115,peri_urban,234,1,1,1,1,cylinder_piped,0,0,5.5,1,7,3,0,0,1,1,0,1,1,0,not_applicable,2022,12,54,pneumonia_child,44,10,1,3,0,987.0,3.0,0,grid_unreliable,4
4790,referral_hospital,O2_0054,urban,225,1,1,1,1,PSA_plant_onsite,0,0,7.6,1,8,8,1,0,1,1,1,1,1,4,power_outage,2024,11,54,COPD_exacerbation,44,10,0,4,0,906.0,35.0,1,grid_unreliable,0
4791,referral_hospital,O2_0023,urban,321,1,1,1,1,cylinder_piped,0,0,0.8,1,7,8,6,0,1,1,1,1,1,1,PSA_plant_breakdown,2022,3,31,COPD_exacerbation,21,10,1,5,0,849.0,8.0,1,solar,0
4792,referral_hospital,O2_0118,urban,209,1,1,1,1,LOX_bulk_tank,0,0,7.0,1,9,4,1,0,1,1,1,1,0,0,not_applicable,2023,11,39,pneumonia_child,38,1,0,0,0,1089.0,4.0,1,grid_reliable,12
4793,referral_hospital,O2_0155,peri_urban,257,1,1,1,1,PSA_plant_onsite,0,0,1.5,1,9,3,3,1,1,1,0,1,1,0,not_applicable,2022,4,48,pneumonia_adult,44,4,1,0,0,632.0,7.0,1,grid_unreliable,9
4794,referral_hospital,O2_0128,rural,194,1,1,1,1,cylinder_portable,1,0,2.5,1,7,7,1,0,1,0,0,1,1,0,not_applicable,2022,12,45,COVID19_severe,45,0,0,0,0,846.0,12.0,0,grid_unreliable,2
4795,referral_hospital,O2_0009,rural,245,1,1,1,1,oxygen_concentrator,3,1,0.4,1,10,8,0,0,1,1,1,1,1,0,not_applicable,2022,9,47,COVID19_severe,37,10,1,3,0,822.0,5.0,1,generator_only,0
4796,referral_hospital,O2_0036,urban,233,1,1,1,1,cylinder_portable,0,0,1.8,1,9,6,9,0,1,1,1,1,1,1,supplier_stockout,2024,12,36,neonatal_respiratory,29,7,1,4,0,683.0,36.0,1,grid_unreliable,6
4797,referral_hospital,O2_0193,urban,205,1,1,1,1,LOX_bulk_tank,0,0,2.7,1,10,3,6,0,1,1,1,1,1,0,not_applicable,2021,3,42,COVID19_severe,35,7,0,2,0,1055.0,4.0,1,solar,10
4798,referral_hospital,O2_0071,rural,278,1,1,1,1,PSA_plant_onsite,0,0,2.1,1,9,4,3,0,1,1,1,1,0,0,not_applicable,2021,10,43,trauma,30,13,1,4,0,770.0,5.0,1,none,10
4799,referral_hospital,O2_0003,urban,200,1,1,1,1,PSA_plant_onsite,0,0,4.0,1,10,3,9,1,1,1,0,0,0,21,PSA_plant_breakdown,2024,4,40,COVID19_severe,0,40,0,17,22,788.0,29.0,1,grid_unreliable,0
4800,referral_hospital,O2_0158,urban,277,1,1,1,1,oxygen_concentrator,3,2,0.7,1,7,6,0,0,1,1,0,1,0,1,PSA_plant_breakdown,2021,3,37,heart_failure,30,7,1,2,0,874.0,16.0,1,grid_reliable,11
4801,referral_hospital,O2_0137,urban,248,1,1,1,1,LOX_bulk_tank,0,0,1.0,1,8,2,0,0,1,1,0,1,1,0,not_applicable,2024,2,40,severe_malaria,31,9,1,4,0,942.0,8.0,1,generator_only,13
4802,referral_hospital,O2_0103,urban,263,1,1,1,1,PSA_plant_onsite,0,0,1.0,1,2,7,0,0,1,1,0,1,1,0,not_applicable,2023,6,43,surgical_anaesthesia,29,14,1,3,0,1032.0,57.0,1,grid_reliable,13
4803,referral_hospital,O2_0085,urban,262,1,1,1,1,oxygen_concentrator,3,2,1.0,1,4,9,1,0,1,0,0,1,1,0,not_applicable,2024,3,46,heart_failure,36,10,1,5,0,831.0,85.0,0,grid_reliable,2
4804,referral_hospital,O2_0060,urban,224,1,1,1,1,LOX_bulk_tank,0,0,2.6,1,10,4,12,0,1,1,1,1,1,0,not_applicable,2023,8,40,pneumonia_adult,21,19,1,8,0,789.0,11.0,1,grid_reliable,0
4805,referral_hospital,O2_0127,rural,231,1,1,1,1,cylinder_piped,0,0,3.0,1,9,4,0,0,1,0,0,0,0,18,cylinder_delivery_delay,2022,2,45,COPD_exacerbation,0,45,0,16,9,891.0,10.0,1,grid_reliable,11
4806,referral_hospital,O2_0167,peri_urban,159,1,1,1,1,oxygen_concentrator,4,2,3.6,1,13,4,0,0,1,0,0,0,0,4,PSA_plant_breakdown,2022,5,38,pneumonia_adult,0,38,0,13,10,679.0,17.0,1,generator_only,1
4807,referral_hospital,O2_0008,peri_urban,246,1,1,1,1,PSA_plant_onsite,7,4,1.7,1,10,3,5,0,1,1,1,1,1,0,not_applicable,2024,4,45,trauma,31,14,0,4,0,592.0,5.0,1,solar,5
4808,referral_hospital,O2_0014,urban,240,1,1,1,1,PSA_plant_onsite,3,1,0.1,1,10,2,2,0,1,1,1,1,1,0,not_applicable,2021,8,39,sepsis,39,0,1,0,0,1009.0,2.0,1,grid_unreliable,0
4809,referral_hospital,O2_0085,urban,289,1,1,1,1,LOX_bulk_tank,0,0,11.1,1,9,2,2,0,1,1,1,1,1,3,empty_cylinders_not_collected,2022,9,29,pneumonia_child,24,5,1,2,0,737.0,3.0,1,generator_only,2
4810,referral_hospital,O2_0087,peri_urban,205,1,1,1,1,oxygen_concentrator,10,4,0.6,1,6,7,3,0,1,1,1,1,1,0,not_applicable,2023,2,54,COVID19_severe,13,41,1,24,0,909.0,12.0,1,grid_reliable,4
4811,referral_hospital,O2_0135,urban,277,1,1,1,1,cylinder_piped,0,0,2.3,1,8,3,0,0,1,1,1,1,1,0,not_applicable,2022,10,39,pneumonia_adult,25,14,0,5,0,766.0,3.0,1,none,2
4812,referral_hospital,O2_0168,urban,242,1,1,1,1,oxygen_concentrator,5,3,1.7,1,6,8,0,0,1,1,0,1,0,0,not_applicable,2024,8,34,pneumonia_child,34,0,1,0,0,733.0,27.0,0,none,5
4813,referral_hospital,O2_0099,peri_urban,252,1,1,1,1,LOX_bulk_tank,0,0,6.0,1,11,3,2,0,1,0,0,1,1,0,not_applicable,2024,12,37,COVID19_severe,30,7,1,3,0,855.0,15.0,0,grid_reliable,0
4814,referral_hospital,O2_0057,urban,183,1,1,1,1,PSA_plant_onsite,0,0,8.4,1,13,5,14,0,1,1,1,1,1,0,not_applicable,2022,2,32,sepsis,23,9,1,5,0,757.0,31.0,1,grid_unreliable,0
4815,referral_hospital,O2_0015,urban,214,1,1,1,1,LOX_bulk_tank,0,0,5.8,1,8,6,1,0,1,1,0,0,0,2,PSA_plant_breakdown,2024,8,52,pneumonia_child,0,52,0,15,17,628.0,0.0,1,grid_unreliable,0
4816,referral_hospital,O2_0168,urban,172,1,1,1,1,oxygen_concentrator,6,5,2.6,1,7,7,6,0,1,0,0,1,1,0,not_applicable,2022,3,38,pneumonia_child,23,15,0,4,0,773.0,34.0,0,grid_unreliable,0
4817,referral_hospital,O2_0166,rural,285,1,1,1,1,LOX_bulk_tank,0,0,6.1,1,7,2,4,0,1,0,0,1,1,0,not_applicable,2022,10,40,COVID19_severe,36,4,0,1,0,822.0,15.0,1,grid_reliable,2
4818,referral_hospital,O2_0104,peri_urban,301,1,1,1,1,LOX_bulk_tank,2,1,2.0,1,8,2,8,0,1,1,1,1,1,0,not_applicable,2022,12,35,pneumonia_child,21,14,1,5,0,615.0,17.0,1,grid_unreliable,24
4819,referral_hospital,O2_0070,urban,315,1,1,1,1,cylinder_portable,0,0,1.2,1,7,5,4,0,1,1,0,1,0,11,concentrator_malfunction,2023,1,46,trauma,33,13,1,7,0,681.0,4.0,1,generator_only,1
4820,referral_hospital,O2_0018,urban,295,1,1,1,1,PSA_plant_onsite,0,0,6.1,1,5,6,1,0,1,1,0,0,0,30,PSA_plant_breakdown,2023,10,51,severe_malaria,0,51,0,17,0,891.0,16.0,1,grid_reliable,7
4821,referral_hospital,O2_0141,rural,252,1,1,1,1,LOX_bulk_tank,0,0,0.6,1,12,3,9,0,1,1,0,1,1,0,not_applicable,2024,10,47,trauma,28,19,1,8,0,786.0,12.0,1,grid_unreliable,6
4822,referral_hospital,O2_0133,urban,280,1,1,1,1,LOX_bulk_tank,0,0,4.1,1,10,9,13,0,1,1,1,1,1,0,not_applicable,2024,6,33,pneumonia_adult,24,9,1,2,0,668.0,17.0,1,generator_only,21
4823,referral_hospital,O2_0090,peri_urban,270,1,1,1,1,oxygen_concentrator,3,1,2.6,1,16,6,3,0,1,1,1,1,1,0,not_applicable,2023,1,45,neonatal_respiratory,33,12,1,6,0,740.0,2.0,1,generator_only,9
4824,referral_hospital,O2_0051,urban,265,1,1,1,1,LOX_bulk_tank,0,0,0.4,1,18,9,4,0,1,1,0,1,1,0,not_applicable,2024,7,38,COVID19_severe,27,11,1,4,0,828.0,41.0,1,grid_reliable,5
4825,referral_hospital,O2_0196,rural,244,1,1,1,1,LOX_bulk_tank,0,0,2.6,1,12,4,18,0,1,0,0,1,1,0,not_applicable,2024,9,41,pneumonia_adult,38,3,1,0,0,962.0,28.0,1,grid_unreliable,0
4826,referral_hospital,O2_0117,peri_urban,256,1,1,1,1,LOX_bulk_tank,0,0,0.6,1,10,2,20,0,1,1,1,1,1,0,not_applicable,2021,8,29,COPD_exacerbation,22,7,0,2,0,949.0,16.0,0,grid_unreliable,4
4827,referral_hospital,O2_0191,rural,272,1,1,1,1,LOX_bulk_tank,0,0,2.9,1,6,5,2,0,1,1,1,1,1,0,not_applicable,2023,7,41,sepsis,30,11,1,3,0,1053.0,6.0,1,grid_unreliable,2
4828,referral_hospital,O2_0014,peri_urban,254,1,1,1,1,PSA_plant_onsite,0,0,0.3,1,12,3,7,0,1,1,0,1,1,0,not_applicable,2024,6,27,trauma,27,0,1,0,0,872.0,34.0,1,generator_only,2
4829,referral_hospital,O2_0122,urban,293,1,1,1,1,PSA_plant_onsite,0,0,1.3,1,13,3,0,1,1,1,1,1,1,0,not_applicable,2022,7,32,trauma,23,9,1,6,0,819.0,28.0,0,grid_reliable,1
4830,referral_hospital,O2_0125,rural,217,1,1,1,1,LOX_bulk_tank,0,0,6.9,1,10,2,0,0,1,1,0,0,0,22,demand_surge,2023,8,41,pneumonia_adult,0,41,0,15,10,709.0,17.0,1,grid_reliable,1
4831,referral_hospital,O2_0102,urban,261,1,1,1,1,LOX_bulk_tank,4,2,1.8,1,11,3,1,0,1,1,1,1,1,0,not_applicable,2024,8,31,other_hypoxemia,21,10,1,4,0,708.0,15.0,1,grid_reliable,3
4832,referral_hospital,O2_0033,peri_urban,249,1,1,1,1,LOX_bulk_tank,0,0,5.2,1,6,3,3,0,1,0,0,1,1,0,not_applicable,2024,11,44,surgical_anaesthesia,35,9,0,3,0,585.0,11.0,1,solar,3
4833,referral_hospital,O2_0193,peri_urban,216,1,1,1,1,LOX_bulk_tank,0,0,1.6,1,10,5,7,0,1,1,0,1,1,0,not_applicable,2024,8,44,other_hypoxemia,36,8,0,2,0,1120.0,13.0,0,solar,5
4834,referral_hospital,O2_0120,peri_urban,204,1,1,1,1,LOX_bulk_tank,0,0,3.6,1,10,8,2,0,1,1,1,1,1,0,not_applicable,2024,1,42,COPD_exacerbation,26,16,1,5,0,994.0,48.0,1,grid_unreliable,5
4835,referral_hospital,O2_0021,urban,226,1,1,1,1,oxygen_concentrator,5,3,2.3,1,4,4,0,0,1,0,0,0,0,1,PSA_plant_breakdown,2024,12,31,COPD_exacerbation,0,31,0,11,12,874.0,18.0,1,grid_unreliable,8
4836,referral_hospital,O2_0059,rural,203,1,1,1,1,oxygen_concentrator,3,1,3.8,1,12,3,5,0,1,1,1,0,0,7,power_outage,2022,9,45,severe_malaria,0,45,0,16,7,863.0,23.0,1,grid_reliable,1
4837,referral_hospital,O2_0080,urban,253,1,1,1,1,oxygen_concentrator,5,3,1.4,1,8,4,1,0,1,1,0,1,1,0,not_applicable,2024,12,36,pneumonia_child,28,8,1,3,0,857.0,20.0,1,grid_reliable,1
4838,referral_hospital,O2_0182,urban,301,1,1,1,1,oxygen_concentrator,4,2,2.6,1,11,3,3,0,1,1,0,0,0,9,cylinder_delivery_delay,2022,1,33,neonatal_respiratory,0,33,0,14,8,870.0,7.0,1,grid_reliable,11
4839,referral_hospital,O2_0020,urban,371,1,1,1,1,LOX_bulk_tank,0,0,9.9,1,6,9,4,0,1,1,0,1,1,0,not_applicable,2024,10,38,COVID19_severe,26,12,0,6,0,1056.0,6.0,1,grid_reliable,13
4840,referral_hospital,O2_0101,peri_urban,193,1,1,1,1,cylinder_piped,0,0,2.4,1,8,7,1,0,1,1,1,1,0,0,not_applicable,2021,11,37,pneumonia_child,32,5,1,1,0,508.0,22.0,1,grid_unreliable,4
4841,referral_hospital,O2_0061,urban,240,1,1,1,1,LOX_bulk_tank,0,0,9.3,1,7,5,6,0,1,1,1,1,1,0,not_applicable,2021,8,44,neonatal_respiratory,31,13,1,5,0,843.0,9.0,1,generator_only,2
4842,referral_hospital,O2_0087,rural,295,1,1,1,1,cylinder_piped,0,0,1.6,1,11,10,1,0,1,1,1,0,0,26,PSA_plant_breakdown,2022,6,41,pneumonia_child,0,41,0,13,15,1055.0,19.0,1,grid_reliable,0
4843,referral_hospital,O2_0089,urban,218,1,1,1,1,LOX_bulk_tank,0,0,0.6,1,5,3,20,0,1,1,0,1,0,15,power_outage,2021,10,34,COVID19_severe,24,10,1,5,0,968.0,25.0,1,grid_reliable,3
4844,referral_hospital,O2_0161,peri_urban,326,1,1,1,1,PSA_plant_onsite,6,2,0.9,1,10,1,0,1,1,0,0,1,1,4,cylinder_delivery_delay,2022,8,33,COPD_exacerbation,29,4,0,0,0,897.0,1.0,0,grid_unreliable,9
4845,referral_hospital,O2_0020,urban,265,1,1,1,1,PSA_plant_onsite,0,0,2.1,1,7,4,1,1,1,1,0,1,1,0,not_applicable,2024,9,39,sepsis,30,9,1,4,0,854.0,3.0,0,solar,0
4846,referral_hospital,O2_0072,urban,290,1,1,1,1,oxygen_concentrator,3,2,3.9,1,11,3,8,0,1,1,1,0,0,3,demand_surge,2023,4,45,pneumonia_adult,0,45,0,14,35,978.0,25.0,1,grid_reliable,0
4847,referral_hospital,O2_0125,rural,319,1,1,1,1,PSA_plant_onsite,7,4,3.8,1,14,2,21,1,1,1,0,1,1,0,not_applicable,2022,9,45,other_hypoxemia,35,10,1,5,0,940.0,7.0,1,grid_unreliable,5
4848,referral_hospital,O2_0006,rural,190,1,1,1,1,oxygen_concentrator,3,2,2.4,1,10,9,0,0,1,1,1,1,1,0,not_applicable,2022,7,37,COVID19_severe,23,14,1,4,0,639.0,7.0,1,grid_reliable,5
4849,referral_hospital,O2_0146,peri_urban,319,1,1,1,1,cylinder_piped,0,0,2.3,1,7,5,5,0,1,1,1,1,1,0,not_applicable,2022,6,42,neonatal_respiratory,42,0,1,0,0,637.0,23.0,1,grid_reliable,14
4850,referral_hospital,O2_0129,urban,271,1,1,1,1,oxygen_concentrator,7,5,1.3,1,6,7,2,0,1,1,0,1,1,0,not_applicable,2023,4,42,pneumonia_child,38,4,1,0,0,927.0,2.0,1,grid_unreliable,2
4851,referral_hospital,O2_0127,urban,231,1,1,1,1,PSA_plant_onsite,0,0,1.4,1,15,5,3,0,1,1,1,1,1,6,PSA_plant_breakdown,2023,12,37,severe_malaria,30,7,0,2,0,871.0,3.0,1,grid_reliable,4
4852,referral_hospital,O2_0021,urban,264,1,1,1,1,oxygen_concentrator,7,3,1.4,1,13,2,2,0,1,0,0,1,1,0,not_applicable,2024,6,35,pneumonia_adult,24,11,1,1,0,776.0,2.0,1,grid_reliable,1
4853,referral_hospital,O2_0154,urban,282,1,1,1,1,cylinder_piped,0,0,8.9,1,19,3,1,0,1,1,1,1,1,0,not_applicable,2022,2,56,neonatal_respiratory,39,17,1,4,0,700.0,2.0,1,grid_reliable,2
4854,referral_hospital,O2_0099,rural,263,1,1,1,1,oxygen_concentrator,4,3,8.7,1,10,5,0,0,1,1,1,0,0,1,cylinder_delivery_delay,2024,6,36,pneumonia_child,0,36,0,12,10,843.0,17.0,0,grid_reliable,9
4855,referral_hospital,O2_0092,rural,260,1,1,1,1,LOX_bulk_tank,0,0,3.6,1,14,0,12,0,1,1,1,1,1,0,not_applicable,2023,6,40,pneumonia_child,35,5,1,1,0,758.0,2.0,1,grid_reliable,1
4856,referral_hospital,O2_0107,urban,255,1,1,1,1,PSA_plant_onsite,0,0,7.8,1,7,8,15,1,1,1,1,1,1,5,concentrator_malfunction,2024,5,49,surgical_anaesthesia,42,7,0,0,0,997.0,7.0,1,generator_only,5
4857,referral_hospital,O2_0025,urban,219,1,1,1,1,LOX_bulk_tank,5,3,8.7,1,10,2,0,0,1,0,0,0,0,8,power_outage,2022,3,33,neonatal_respiratory,0,33,0,13,13,846.0,14.0,1,grid_unreliable,11
4858,referral_hospital,O2_0023,urban,300,1,1,1,1,oxygen_concentrator,10,6,0.1,1,10,9,6,0,1,0,0,1,1,0,not_applicable,2022,1,26,pneumonia_adult,17,9,1,3,0,820.0,3.0,1,grid_reliable,5
4859,referral_hospital,O2_0145,urban,207,1,1,1,1,cylinder_piped,0,0,1.2,1,11,5,5,0,1,0,0,1,1,0,not_applicable,2021,6,51,trauma,40,11,0,3,0,766.0,11.0,1,generator_only,1
4860,referral_hospital,O2_0019,urban,281,1,1,1,1,cylinder_piped,0,0,1.3,1,12,5,2,0,1,1,1,1,1,0,not_applicable,2024,9,41,COPD_exacerbation,39,2,1,0,0,834.0,15.0,0,grid_reliable,11
4861,referral_hospital,O2_0077,rural,260,1,1,1,1,LOX_bulk_tank,0,0,0.8,1,8,11,5,0,1,1,1,1,1,0,not_applicable,2023,12,33,pneumonia_child,33,0,1,0,0,913.0,36.0,1,grid_unreliable,9
4862,referral_hospital,O2_0034,peri_urban,274,1,1,1,1,cylinder_piped,0,0,8.0,1,6,6,3,0,1,1,1,1,1,0,not_applicable,2023,6,40,COVID19_severe,38,2,0,1,0,838.0,1.0,1,grid_unreliable,4
4863,referral_hospital,O2_0047,urban,214,1,1,1,1,cylinder_portable,4,1,4.1,1,8,8,9,0,1,1,1,1,1,0,not_applicable,2023,7,45,asthma_severe,37,8,1,2,0,859.0,11.0,1,grid_reliable,1
4864,referral_hospital,O2_0143,urban,384,1,1,1,1,PSA_plant_onsite,0,0,9.7,1,13,7,8,1,1,1,0,1,1,0,not_applicable,2022,4,39,other_hypoxemia,29,10,1,4,0,337.0,11.0,0,grid_unreliable,1
4865,referral_hospital,O2_0185,peri_urban,313,1,1,1,1,cylinder_piped,0,0,6.1,1,15,4,0,0,1,1,1,1,1,0,not_applicable,2023,9,40,pneumonia_child,31,9,1,4,0,900.0,7.0,1,generator_only,0
4866,referral_hospital,O2_0008,urban,320,1,1,1,1,oxygen_concentrator,1,0,0.4,1,11,5,6,0,1,0,0,1,1,0,not_applicable,2022,8,40,sepsis,23,17,1,4,0,807.0,2.0,1,grid_reliable,10
4867,referral_hospital,O2_0045,peri_urban,284,1,1,1,1,cylinder_portable,3,1,12.7,1,4,5,3,0,1,1,1,1,0,0,not_applicable,2023,6,40,other_hypoxemia,26,14,1,4,0,820.0,16.0,1,grid_unreliable,1
4868,referral_hospital,O2_0043,peri_urban,301,1,1,1,1,LOX_bulk_tank,3,1,4.8,1,8,4,4,0,1,1,1,0,0,12,power_outage,2022,2,38,surgical_anaesthesia,0,38,0,15,15,909.0,5.0,1,grid_reliable,5
4869,referral_hospital,O2_0040,peri_urban,281,1,1,1,1,cylinder_piped,0,0,2.2,1,8,4,17,0,1,1,1,1,0,0,not_applicable,2023,2,48,sepsis,48,0,0,0,0,845.0,36.0,1,grid_unreliable,10
4870,referral_hospital,O2_0175,peri_urban,256,1,1,1,1,oxygen_concentrator,3,1,9.3,1,8,1,6,0,1,1,1,1,1,0,not_applicable,2023,10,42,severe_malaria,42,0,1,0,0,1165.0,4.0,1,grid_unreliable,3
4871,referral_hospital,O2_0034,urban,218,1,1,1,1,PSA_plant_onsite,5,3,4.3,1,5,6,19,0,1,0,0,1,1,0,not_applicable,2024,2,47,pneumonia_child,46,1,1,0,0,674.0,6.0,1,grid_unreliable,1
4872,referral_hospital,O2_0101,urban,323,1,1,1,1,cylinder_piped,0,0,0.2,1,8,3,0,0,1,1,1,1,0,0,not_applicable,2022,8,48,COVID19_severe,47,1,0,0,0,715.0,9.0,1,grid_unreliable,3
4873,referral_hospital,O2_0017,peri_urban,272,1,1,1,1,oxygen_concentrator,2,1,2.1,1,9,8,19,0,1,1,0,1,1,0,not_applicable,2022,12,38,pneumonia_adult,24,14,1,4,0,774.0,26.0,1,generator_only,8
4874,referral_hospital,O2_0106,rural,285,1,1,1,1,LOX_bulk_tank,6,4,2.5,1,8,12,5,0,1,1,1,1,1,0,not_applicable,2024,4,38,asthma_severe,35,3,0,0,0,714.0,10.0,1,grid_unreliable,11
4875,referral_hospital,O2_0083,peri_urban,224,1,1,1,1,cylinder_piped,3,2,2.1,1,6,5,4,0,1,1,0,0,0,5,concentrator_malfunction,2022,4,36,heart_failure,0,36,0,12,11,644.0,1.0,1,generator_only,0
4876,referral_hospital,O2_0036,peri_urban,285,1,1,1,1,cylinder_piped,0,0,3.1,1,7,2,28,0,1,1,0,1,1,0,not_applicable,2022,11,34,neonatal_respiratory,27,7,1,2,0,630.0,40.0,1,solar,4
4877,referral_hospital,O2_0031,urban,231,1,1,1,1,LOX_bulk_tank,0,0,0.7,1,8,7,3,0,1,1,0,1,1,0,not_applicable,2024,5,33,pneumonia_adult,33,0,1,0,0,772.0,11.0,0,grid_unreliable,2
4878,referral_hospital,O2_0156,peri_urban,305,1,1,1,1,LOX_bulk_tank,4,3,0.5,1,12,1,1,0,1,1,0,0,0,2,PSA_plant_breakdown,2021,1,45,COPD_exacerbation,0,45,0,15,10,707.0,7.0,1,grid_reliable,2
4879,referral_hospital,O2_0186,urban,291,1,1,1,1,PSA_plant_onsite,0,0,0.1,1,12,5,3,0,1,1,1,1,1,0,not_applicable,2024,12,40,pneumonia_child,35,5,1,2,0,651.0,12.0,1,solar,1
4880,referral_hospital,O2_0028,peri_urban,245,1,1,1,1,oxygen_concentrator,6,6,3.3,1,12,3,5,0,1,1,0,0,0,22,PSA_plant_breakdown,2024,4,42,surgical_anaesthesia,0,42,0,16,17,826.0,45.0,1,solar,1
4881,referral_hospital,O2_0037,urban,194,1,1,1,1,cylinder_piped,0,0,6.4,1,11,8,1,0,1,1,1,0,0,18,funding_for_refill,2024,4,35,sepsis,0,35,0,7,14,1038.0,17.0,1,grid_reliable,1
4882,referral_hospital,O2_0028,urban,218,1,1,1,1,cylinder_piped,0,0,0.8,1,11,8,8,0,1,1,0,1,1,0,not_applicable,2024,5,31,pneumonia_child,26,5,0,2,0,1036.0,28.0,1,generator_only,35
4883,referral_hospital,O2_0089,rural,247,1,1,1,1,PSA_plant_onsite,0,0,3.7,1,7,5,1,0,1,1,0,1,1,0,not_applicable,2024,7,30,pneumonia_child,30,0,1,0,0,918.0,5.0,1,grid_unreliable,5
4884,referral_hospital,O2_0013,urban,202,1,1,1,1,LOX_bulk_tank,0,0,5.3,1,9,3,10,0,1,1,1,1,0,0,not_applicable,2021,10,44,pneumonia_child,29,15,1,7,0,862.0,1.0,1,grid_reliable,1
4885,referral_hospital,O2_0048,rural,247,1,1,1,1,LOX_bulk_tank,0,0,10.2,1,6,6,0,0,1,1,1,0,0,10,regulator_valve_failure,2022,3,41,severe_malaria,0,41,0,19,10,926.0,12.0,1,grid_reliable,0
4886,referral_hospital,O2_0089,peri_urban,184,1,1,1,1,PSA_plant_onsite,0,0,2.2,1,9,7,5,1,1,0,0,0,0,21,cylinder_delivery_delay,2024,5,37,COPD_exacerbation,0,37,0,13,17,851.0,10.0,1,grid_reliable,3
4887,referral_hospital,O2_0050,urban,359,1,1,1,1,oxygen_concentrator,6,4,2.8,1,11,5,21,0,1,1,0,0,0,15,PSA_plant_breakdown,2024,5,42,neonatal_respiratory,0,42,0,16,5,581.0,12.0,1,solar,2
4888,referral_hospital,O2_0173,urban,303,1,1,1,1,LOX_bulk_tank,0,0,5.0,1,7,9,3,0,1,1,1,1,0,5,power_outage,2021,12,32,pneumonia_child,24,8,0,4,0,933.0,25.0,1,grid_reliable,2
4889,referral_hospital,O2_0084,rural,254,1,1,1,1,LOX_bulk_tank,0,0,5.7,1,13,4,4,0,1,1,1,1,1,0,not_applicable,2021,5,47,COPD_exacerbation,45,2,1,1,0,731.0,15.0,1,grid_unreliable,7
4890,referral_hospital,O2_0132,urban,251,1,1,1,1,PSA_plant_onsite,0,0,0.2,1,8,2,3,0,1,1,1,1,1,0,not_applicable,2024,12,38,neonatal_respiratory,37,1,1,0,0,1029.0,6.0,1,grid_reliable,3
4891,referral_hospital,O2_0104,rural,260,1,1,1,1,LOX_bulk_tank,4,2,2.2,1,11,3,11,0,1,1,0,1,0,0,not_applicable,2022,4,33,trauma,30,3,1,2,0,782.0,12.0,1,grid_reliable,2
4892,referral_hospital,O2_0191,peri_urban,237,1,1,1,1,LOX_bulk_tank,0,0,2.4,1,6,9,2,0,1,1,1,1,0,0,not_applicable,2023,2,50,pneumonia_adult,30,20,1,10,0,727.0,74.0,1,grid_unreliable,5
4893,referral_hospital,O2_0077,urban,187,1,1,1,1,LOX_bulk_tank,0,0,0.9,1,8,5,9,0,1,0,0,1,1,2,power_outage,2023,7,43,pneumonia_child,43,0,1,0,0,812.0,17.0,0,grid_unreliable,5
4894,referral_hospital,O2_0130,urban,237,1,1,1,1,PSA_plant_onsite,0,0,0.7,1,9,5,6,1,1,1,0,1,1,0,not_applicable,2023,8,38,severe_malaria,38,0,0,0,0,1014.0,5.0,1,grid_reliable,5
4895,referral_hospital,O2_0188,urban,309,1,1,1,1,PSA_plant_onsite,0,0,4.0,1,12,2,4,1,1,1,1,1,1,0,not_applicable,2022,1,47,heart_failure,31,16,1,6,0,935.0,0.0,0,generator_only,6
4896,referral_hospital,O2_0099,urban,261,1,1,1,1,PSA_plant_onsite,0,0,0.6,1,13,3,11,1,1,1,1,1,1,0,not_applicable,2024,5,43,trauma,33,10,1,3,0,764.0,12.0,1,grid_unreliable,0
4897,referral_hospital,O2_0071,urban,257,1,1,1,1,oxygen_concentrator,2,2,2.0,1,13,7,1,0,1,1,1,1,1,0,not_applicable,2022,1,32,severe_malaria,29,3,1,1,0,846.0,23.0,1,grid_unreliable,1
4898,referral_hospital,O2_0137,urban,222,1,1,1,1,PSA_plant_onsite,0,0,5.5,1,13,4,2,1,1,1,1,1,0,0,not_applicable,2023,1,41,pneumonia_adult,37,4,0,1,0,676.0,22.0,1,grid_unreliable,6
4899,referral_hospital,O2_0018,peri_urban,286,1,1,1,1,LOX_bulk_tank,0,0,4.0,1,15,6,9,0,1,1,1,1,1,0,not_applicable,2023,6,45,COVID19_severe,23,22,0,10,0,880.0,18.0,0,grid_reliable,10
4900,referral_hospital,O2_0037,urban,218,1,1,1,1,PSA_plant_onsite,0,0,1.3,1,6,6,9,1,1,1,0,0,0,28,no_oxygen_source,2022,3,45,COVID19_severe,0,45,0,14,5,1068.0,7.0,1,generator_only,2
4901,referral_hospital,O2_0049,urban,233,1,1,1,1,oxygen_concentrator,4,2,3.3,1,8,3,0,0,1,1,1,1,1,0,not_applicable,2022,10,44,neonatal_respiratory,24,20,1,6,0,915.0,15.0,1,generator_only,0
4902,referral_hospital,O2_0184,urban,247,1,1,1,1,PSA_plant_onsite,0,0,3.5,1,17,7,0,0,1,1,0,1,0,0,not_applicable,2024,12,37,severe_malaria,28,9,0,3,0,732.0,38.0,1,solar,9
4903,referral_hospital,O2_0196,rural,308,1,1,1,1,cylinder_piped,0,0,7.5,1,15,1,0,0,1,1,1,0,0,1,power_outage,2021,4,41,pneumonia_child,0,41,0,21,7,455.0,16.0,1,grid_reliable,2
4904,referral_hospital,O2_0073,rural,292,1,1,1,1,oxygen_concentrator,2,1,0.2,1,9,7,4,0,1,1,1,1,0,0,not_applicable,2023,2,42,pneumonia_adult,40,2,1,0,0,825.0,4.0,1,grid_reliable,2
4905,referral_hospital,O2_0055,urban,191,1,1,1,1,cylinder_portable,0,0,6.2,1,10,2,39,0,1,1,1,1,0,0,not_applicable,2022,1,39,pneumonia_child,22,17,1,11,0,849.0,20.0,1,grid_reliable,3
4906,referral_hospital,O2_0093,rural,273,1,1,1,1,LOX_bulk_tank,0,0,0.4,1,7,5,9,0,1,1,1,0,0,6,funding_for_refill,2021,11,34,pneumonia_child,0,34,0,11,10,974.0,11.0,1,grid_reliable,12
4907,referral_hospital,O2_0139,urban,235,1,1,1,1,PSA_plant_onsite,4,1,1.7,1,6,11,2,1,1,1,0,1,0,0,not_applicable,2022,4,37,neonatal_respiratory,25,12,1,5,0,741.0,8.0,1,grid_unreliable,0
4908,referral_hospital,O2_0114,urban,217,1,1,1,1,PSA_plant_onsite,5,0,5.9,1,4,6,2,0,1,0,0,1,1,0,not_applicable,2023,10,45,COVID19_severe,37,8,1,3,0,883.0,13.0,1,grid_reliable,8
4909,referral_hospital,O2_0185,peri_urban,268,1,1,1,1,cylinder_portable,2,1,1.1,1,3,3,1,0,1,0,0,0,0,16,PSA_plant_breakdown,2024,7,43,COPD_exacerbation,0,43,0,19,6,763.0,6.0,1,grid_unreliable,0
4910,referral_hospital,O2_0012,urban,294,1,1,1,1,PSA_plant_onsite,5,3,1.9,1,5,4,22,0,1,1,0,1,1,0,not_applicable,2024,10,41,pneumonia_adult,36,5,0,2,0,838.0,33.0,1,grid_unreliable,1
4911,referral_hospital,O2_0053,peri_urban,285,1,1,1,1,LOX_bulk_tank,0,0,4.2,1,6,1,1,0,1,1,1,1,1,0,not_applicable,2023,12,39,sepsis,31,8,0,0,0,772.0,4.0,1,solar,1
4912,referral_hospital,O2_0036,urban,326,1,1,1,1,LOX_bulk_tank,0,0,0.4,1,14,2,1,0,1,1,0,1,1,0,not_applicable,2023,8,35,heart_failure,28,7,1,1,0,509.0,2.0,1,grid_reliable,9
4913,referral_hospital,O2_0143,peri_urban,279,1,1,1,1,LOX_bulk_tank,0,0,5.2,1,15,5,1,0,1,1,1,1,1,0,not_applicable,2023,5,33,heart_failure,21,12,1,1,0,771.0,6.0,1,generator_only,3
4914,referral_hospital,O2_0021,urban,220,1,1,1,1,PSA_plant_onsite,0,0,3.7,1,10,5,6,0,1,1,1,1,1,1,PSA_plant_breakdown,2023,1,37,trauma,34,3,1,0,0,933.0,10.0,0,grid_unreliable,2
4915,referral_hospital,O2_0146,urban,248,1,1,1,1,oxygen_concentrator,7,4,0.4,1,10,3,2,0,1,1,1,1,1,0,not_applicable,2023,9,37,COVID19_severe,29,8,1,0,0,873.0,59.0,1,grid_reliable,0
4916,referral_hospital,O2_0046,urban,268,1,1,1,1,PSA_plant_onsite,0,0,0.8,1,11,2,0,1,1,1,1,1,0,0,not_applicable,2024,1,35,trauma,35,0,1,0,0,531.0,15.0,1,grid_unreliable,8
4917,referral_hospital,O2_0090,peri_urban,230,1,1,1,1,oxygen_concentrator,6,3,0.6,1,13,5,4,0,1,0,0,1,1,0,not_applicable,2024,3,42,pneumonia_child,42,0,1,0,0,712.0,36.0,1,grid_unreliable,6
4918,referral_hospital,O2_0055,peri_urban,238,1,1,1,1,LOX_bulk_tank,0,0,0.0,1,6,3,3,0,1,0,0,1,1,0,not_applicable,2024,6,56,surgical_anaesthesia,43,13,1,7,0,768.0,1.0,1,generator_only,0
4919,referral_hospital,O2_0007,urban,242,1,1,1,1,cylinder_piped,0,0,6.2,1,11,6,1,0,1,1,0,0,0,14,supplier_stockout,2024,9,36,COPD_exacerbation,0,36,0,10,11,763.0,3.0,0,grid_reliable,2
4920,referral_hospital,O2_0017,urban,272,1,1,1,1,LOX_bulk_tank,0,0,1.8,1,11,9,2,0,1,1,1,1,0,1,piping_system_leak,2022,5,42,pneumonia_adult,31,11,1,2,0,644.0,5.0,1,grid_reliable,8
4921,referral_hospital,O2_0039,rural,195,1,1,1,1,PSA_plant_onsite,0,0,0.4,1,10,4,12,1,1,1,1,1,1,0,not_applicable,2024,6,49,pneumonia_child,41,8,1,3,0,915.0,14.0,1,generator_only,8
4922,referral_hospital,O2_0156,rural,246,1,1,1,1,PSA_plant_onsite,8,2,0.2,1,9,5,0,0,1,1,1,1,1,0,not_applicable,2024,11,29,pneumonia_adult,20,9,1,3,0,932.0,1.0,1,grid_reliable,3
4923,referral_hospital,O2_0050,rural,182,1,1,1,1,cylinder_piped,0,0,0.8,1,12,6,3,0,1,1,1,1,0,0,not_applicable,2023,2,28,pneumonia_child,13,15,1,3,0,665.0,24.0,1,grid_reliable,12
4924,referral_hospital,O2_0008,urban,153,1,1,1,1,PSA_plant_onsite,0,0,5.1,1,15,8,2,1,1,1,1,1,1,0,not_applicable,2024,5,46,asthma_severe,36,10,1,2,0,752.0,6.0,1,grid_reliable,12
4925,referral_hospital,O2_0194,rural,202,1,1,1,1,LOX_bulk_tank,0,0,3.2,1,12,6,4,0,1,0,0,1,1,0,not_applicable,2023,7,37,surgical_anaesthesia,31,6,0,2,0,597.0,65.0,1,grid_unreliable,0
4926,referral_hospital,O2_0033,urban,209,1,1,1,1,cylinder_piped,0,0,2.7,1,10,3,3,0,1,1,1,1,0,0,not_applicable,2022,10,35,surgical_anaesthesia,25,10,1,5,0,927.0,21.0,1,grid_unreliable,11
4927,referral_hospital,O2_0001,urban,286,1,1,1,1,LOX_bulk_tank,0,0,7.2,1,9,6,13,0,1,1,1,1,1,0,not_applicable,2021,8,32,neonatal_respiratory,22,10,1,5,0,575.0,8.0,0,grid_reliable,0
4928,referral_hospital,O2_0017,peri_urban,300,1,1,1,1,LOX_bulk_tank,0,0,0.2,1,11,1,3,0,1,1,0,0,0,1,empty_cylinders_not_collected,2022,3,43,other_hypoxemia,0,43,0,11,14,1157.0,26.0,0,grid_unreliable,0
4929,referral_hospital,O2_0169,peri_urban,276,1,1,1,1,cylinder_piped,0,0,3.8,1,12,4,10,0,1,0,0,1,0,0,not_applicable,2021,9,40,trauma,34,6,1,2,0,982.0,21.0,0,grid_reliable,3
4930,referral_hospital,O2_0084,urban,249,1,1,1,1,PSA_plant_onsite,9,6,4.4,1,13,9,9,1,1,1,1,0,0,1,demand_surge,2024,8,41,asthma_severe,0,41,0,15,9,724.0,63.0,1,generator_only,7
4931,referral_hospital,O2_0172,urban,277,1,1,1,1,LOX_bulk_tank,0,0,6.1,1,10,8,6,0,1,1,1,1,1,0,not_applicable,2022,11,31,pneumonia_child,19,12,1,7,0,773.0,3.0,0,grid_unreliable,4
4932,referral_hospital,O2_0059,urban,296,1,1,1,1,PSA_plant_onsite,0,0,1.8,1,10,6,3,1,1,1,1,1,1,9,supplier_stockout,2023,11,34,other_hypoxemia,29,5,1,2,0,928.0,2.0,1,grid_reliable,1
4933,referral_hospital,O2_0190,urban,236,1,1,1,1,LOX_bulk_tank,0,0,3.4,1,12,3,5,0,1,1,0,1,0,0,not_applicable,2021,4,40,severe_malaria,40,0,1,0,0,793.0,6.0,1,grid_reliable,9
4934,referral_hospital,O2_0161,peri_urban,227,1,1,1,1,LOX_bulk_tank,0,0,8.9,1,10,3,2,0,1,1,0,1,1,1,power_outage,2022,4,35,neonatal_respiratory,35,0,1,0,0,979.0,8.0,1,generator_only,2
4935,referral_hospital,O2_0180,peri_urban,215,1,1,1,1,cylinder_piped,0,0,1.3,1,12,3,15,0,1,1,0,1,0,0,not_applicable,2023,1,42,neonatal_respiratory,38,4,1,0,0,795.0,7.0,1,grid_reliable,1
4936,referral_hospital,O2_0133,urban,246,1,1,1,1,LOX_bulk_tank,4,2,1.4,1,6,5,9,0,1,1,1,1,1,1,piping_system_leak,2023,10,35,pneumonia_child,28,7,1,0,0,468.0,4.0,1,solar,4
4937,referral_hospital,O2_0189,peri_urban,260,1,1,1,1,oxygen_concentrator,4,3,3.4,1,6,7,3,0,1,1,1,0,0,14,no_oxygen_source,2023,8,41,surgical_anaesthesia,0,41,0,11,3,1038.0,14.0,1,grid_reliable,2
4938,referral_hospital,O2_0122,rural,267,1,1,1,1,PSA_plant_onsite,0,0,2.1,1,12,4,4,1,1,1,0,1,1,0,not_applicable,2021,6,28,COVID19_severe,23,5,1,2,0,611.0,2.0,1,generator_only,2
4939,referral_hospital,O2_0047,peri_urban,351,1,1,1,1,PSA_plant_onsite,0,0,4.6,1,12,4,5,1,1,1,0,0,0,1,demand_surge,2022,4,45,COPD_exacerbation,0,45,0,13,27,803.0,3.0,1,grid_reliable,3
4940,referral_hospital,O2_0143,urban,276,1,1,1,1,cylinder_portable,0,0,0.8,1,13,5,4,0,1,1,0,1,1,15,power_outage,2024,11,41,heart_failure,24,17,1,5,0,608.0,8.0,1,grid_reliable,11
4941,referral_hospital,O2_0115,urban,250,1,1,1,1,oxygen_concentrator,4,0,1.3,1,9,1,1,0,1,0,0,1,0,0,not_applicable,2024,8,39,trauma,24,15,0,4,0,827.0,26.0,1,grid_unreliable,2
4942,referral_hospital,O2_0080,rural,218,1,1,1,1,LOX_bulk_tank,0,0,0.2,1,5,3,0,0,1,1,1,0,0,1,no_oxygen_source,2021,10,41,pneumonia_child,0,41,0,14,14,870.0,1.0,1,solar,0
4943,referral_hospital,O2_0050,urban,213,1,1,1,1,PSA_plant_onsite,0,0,0.2,1,13,2,3,1,1,1,1,0,0,24,demand_surge,2023,11,35,severe_malaria,0,35,0,18,14,931.0,2.0,1,grid_unreliable,1
4944,referral_hospital,O2_0075,urban,300,1,1,1,1,cylinder_piped,0,0,2.7,1,7,5,4,0,1,1,1,0,0,10,concentrator_malfunction,2021,5,44,heart_failure,0,44,0,13,2,603.0,10.0,0,grid_reliable,3
4945,referral_hospital,O2_0158,urban,245,1,1,1,1,cylinder_piped,0,0,0.7,1,10,5,1,0,1,1,1,1,1,0,not_applicable,2022,10,47,trauma,37,10,1,3,0,810.0,13.0,1,grid_unreliable,0
4946,referral_hospital,O2_0186,urban,230,1,1,1,1,oxygen_concentrator,4,2,5.0,1,8,2,6,0,1,1,0,1,1,13,power_outage,2024,12,29,severe_malaria,19,10,1,5,0,687.0,26.0,1,generator_only,4
4947,referral_hospital,O2_0013,urban,280,1,1,1,1,LOX_bulk_tank,0,0,0.3,1,9,8,0,0,1,1,1,1,0,0,not_applicable,2024,10,36,COVID19_severe,27,9,1,4,0,971.0,38.0,1,solar,3
4948,referral_hospital,O2_0021,rural,301,1,1,1,1,cylinder_piped,0,0,3.7,1,11,1,0,0,1,1,1,1,1,0,not_applicable,2021,4,33,heart_failure,29,4,1,1,0,677.0,3.0,1,grid_reliable,0
4949,referral_hospital,O2_0166,urban,238,1,1,1,1,cylinder_piped,3,1,0.1,1,8,9,13,0,1,1,1,1,1,0,not_applicable,2022,8,36,surgical_anaesthesia,27,9,1,1,0,823.0,39.0,0,none,5
4950,referral_hospital,O2_0059,urban,182,1,1,1,1,cylinder_piped,0,0,4.1,1,7,5,14,0,1,1,1,1,0,0,not_applicable,2021,3,43,surgical_anaesthesia,28,15,0,4,0,747.0,47.0,1,grid_reliable,4
4951,referral_hospital,O2_0193,urban,264,1,1,1,1,PSA_plant_onsite,6,6,1.1,1,10,4,0,1,1,0,0,0,0,6,cylinder_delivery_delay,2022,11,41,pneumonia_child,0,41,0,18,10,778.0,1.0,0,grid_reliable,0
4952,referral_hospital,O2_0066,urban,226,1,1,1,1,cylinder_piped,0,0,0.5,1,11,5,5,0,1,0,0,1,1,0,not_applicable,2021,9,35,other_hypoxemia,32,3,1,1,0,882.0,14.0,1,grid_unreliable,5
4953,referral_hospital,O2_0130,peri_urban,231,1,1,1,1,oxygen_concentrator,5,2,11.7,1,7,5,8,0,1,1,0,1,0,0,not_applicable,2023,5,46,heart_failure,38,8,1,4,0,910.0,2.0,1,generator_only,0
4954,referral_hospital,O2_0018,rural,274,1,1,1,1,cylinder_piped,0,0,3.1,1,10,2,1,0,1,1,1,0,0,5,PSA_plant_breakdown,2023,5,42,pneumonia_child,0,42,0,14,24,949.0,32.0,1,generator_only,11
4955,referral_hospital,O2_0147,peri_urban,165,1,1,1,1,oxygen_concentrator,5,3,0.7,1,7,7,9,0,1,1,1,1,1,0,not_applicable,2022,7,41,neonatal_respiratory,33,8,1,2,0,900.0,4.0,0,grid_reliable,0
4956,referral_hospital,O2_0161,rural,313,1,1,1,1,oxygen_concentrator,2,1,1.0,1,8,4,1,0,1,1,0,0,0,17,demand_surge,2023,9,36,trauma,0,36,0,12,8,770.0,4.0,1,generator_only,1
4957,referral_hospital,O2_0009,urban,303,1,1,1,1,oxygen_concentrator,5,4,0.2,1,13,5,8,0,1,1,0,0,0,28,piping_system_leak,2023,5,29,pneumonia_child,0,29,0,13,9,634.0,6.0,1,grid_reliable,4
4958,referral_hospital,O2_0104,peri_urban,283,1,1,1,1,LOX_bulk_tank,0,0,4.8,1,10,4,1,0,1,1,1,1,1,1,cylinder_delivery_delay,2021,3,34,COPD_exacerbation,28,6,1,4,0,567.0,4.0,1,grid_unreliable,0
4959,referral_hospital,O2_0117,rural,269,1,1,1,1,cylinder_piped,0,0,6.7,1,13,2,3,0,1,1,0,0,0,2,power_outage,2023,10,32,surgical_anaesthesia,0,32,0,12,9,533.0,5.0,0,solar,5
4960,referral_hospital,O2_0005,urban,223,1,1,1,1,PSA_plant_onsite,0,0,0.2,1,8,7,0,1,1,1,1,1,1,0,not_applicable,2024,6,44,pneumonia_child,34,10,1,3,0,638.0,25.0,1,grid_reliable,2
4961,referral_hospital,O2_0068,urban,267,1,1,1,1,LOX_bulk_tank,0,0,0.0,1,11,5,1,0,1,1,1,1,0,0,not_applicable,2023,10,44,other_hypoxemia,39,5,1,1,0,785.0,7.0,1,generator_only,12
4962,referral_hospital,O2_0066,urban,131,1,1,1,1,LOX_bulk_tank,0,0,0.1,1,8,4,1,0,1,1,0,1,0,0,not_applicable,2024,11,36,pneumonia_child,34,2,1,0,0,972.0,13.0,1,grid_unreliable,3
4963,referral_hospital,O2_0131,rural,285,1,1,1,1,LOX_bulk_tank,0,0,4.2,1,10,2,0,0,1,1,1,1,1,0,not_applicable,2021,1,44,COPD_exacerbation,33,11,0,3,0,909.0,2.0,1,generator_only,1
4964,referral_hospital,O2_0169,peri_urban,261,1,1,1,1,cylinder_piped,0,0,1.2,1,11,3,0,0,1,1,0,1,1,0,not_applicable,2024,8,44,trauma,41,3,1,1,0,876.0,17.0,1,generator_only,0
4965,referral_hospital,O2_0172,urban,274,1,1,1,1,oxygen_concentrator,6,4,3.8,1,18,2,11,0,1,1,0,1,1,0,not_applicable,2021,8,41,heart_failure,28,13,1,6,0,765.0,44.0,0,grid_unreliable,4
4966,referral_hospital,O2_0160,urban,250,1,1,1,1,LOX_bulk_tank,0,0,0.9,1,8,4,7,0,1,1,1,1,1,0,not_applicable,2023,7,33,other_hypoxemia,27,6,1,1,0,631.0,33.0,1,solar,6
4967,referral_hospital,O2_0198,urban,271,1,1,1,1,oxygen_concentrator,8,4,1.3,1,8,7,10,0,1,1,1,1,1,0,not_applicable,2023,4,35,pneumonia_child,33,2,0,0,0,1017.0,24.0,1,none,0
4968,referral_hospital,O2_0181,peri_urban,290,1,1,1,1,PSA_plant_onsite,4,2,1.7,1,9,4,4,1,1,1,0,1,1,0,not_applicable,2023,1,40,other_hypoxemia,33,7,1,1,0,900.0,5.0,1,grid_reliable,1
4969,referral_hospital,O2_0168,urban,293,1,1,1,1,LOX_bulk_tank,0,0,3.0,1,15,6,1,0,1,1,1,1,1,0,not_applicable,2022,10,52,COPD_exacerbation,26,26,0,9,0,645.0,45.0,1,generator_only,5
4970,referral_hospital,O2_0027,peri_urban,236,1,1,1,1,oxygen_concentrator,4,2,2.2,1,11,1,7,0,1,1,0,1,1,0,not_applicable,2023,6,37,pneumonia_child,31,6,1,1,0,665.0,3.0,0,none,11
4971,referral_hospital,O2_0050,urban,264,1,1,1,1,oxygen_concentrator,6,4,0.1,1,5,4,4,0,1,1,1,1,1,0,not_applicable,2023,11,42,heart_failure,31,11,1,5,0,825.0,43.0,1,grid_reliable,7
4972,referral_hospital,O2_0184,rural,293,1,1,1,1,cylinder_piped,6,3,1.8,1,12,3,6,0,1,1,0,1,1,0,not_applicable,2023,1,53,other_hypoxemia,36,17,1,5,0,863.0,3.0,1,solar,0
4973,referral_hospital,O2_0122,urban,168,1,1,1,1,PSA_plant_onsite,3,2,1.8,1,11,6,3,1,1,1,0,0,0,5,cylinder_delivery_delay,2023,2,38,surgical_anaesthesia,0,38,0,13,10,709.0,13.0,1,grid_unreliable,12
4974,referral_hospital,O2_0180,peri_urban,219,1,1,1,1,PSA_plant_onsite,0,0,7.9,1,11,12,2,1,1,1,1,0,0,12,power_outage,2023,10,34,pneumonia_adult,0,34,0,12,6,697.0,1.0,1,solar,0
4975,referral_hospital,O2_0055,peri_urban,231,1,1,1,1,cylinder_piped,3,1,3.2,1,8,10,4,0,1,1,1,0,0,12,PSA_plant_breakdown,2023,4,39,pneumonia_adult,0,39,0,9,5,770.0,17.0,1,grid_reliable,7
4976,referral_hospital,O2_0123,rural,245,1,1,1,1,PSA_plant_onsite,0,0,0.3,1,9,4,17,1,1,1,1,1,1,0,not_applicable,2022,11,36,neonatal_respiratory,36,0,1,0,0,800.0,1.0,1,grid_reliable,2
4977,referral_hospital,O2_0020,peri_urban,235,1,1,1,1,cylinder_piped,12,10,6.7,1,9,2,4,0,1,1,1,1,1,0,not_applicable,2023,10,44,neonatal_respiratory,43,1,1,0,0,826.0,2.0,1,grid_reliable,0
4978,referral_hospital,O2_0137,rural,320,1,1,1,1,cylinder_piped,0,0,2.2,1,8,4,5,0,1,1,1,0,0,9,cylinder_delivery_delay,2024,9,52,heart_failure,0,52,0,22,16,678.0,9.0,1,solar,3
4979,referral_hospital,O2_0041,peri_urban,296,1,1,1,1,cylinder_piped,0,0,4.1,1,6,6,4,0,1,1,1,1,1,2,PSA_plant_breakdown,2024,4,51,pneumonia_child,47,4,1,1,0,872.0,6.0,1,grid_reliable,12
4980,referral_hospital,O2_0010,urban,253,1,1,1,1,cylinder_portable,0,0,3.7,1,10,4,6,0,1,0,0,0,0,9,PSA_plant_breakdown,2024,5,34,neonatal_respiratory,0,34,0,15,10,558.0,3.0,1,grid_reliable,19
4981,referral_hospital,O2_0179,urban,293,1,1,1,1,LOX_bulk_tank,0,0,1.6,1,8,3,3,0,1,1,1,1,1,0,not_applicable,2022,10,34,neonatal_respiratory,26,8,1,2,0,589.0,3.0,1,grid_unreliable,21
4982,referral_hospital,O2_0199,rural,220,1,1,1,1,PSA_plant_onsite,0,0,2.4,1,10,1,10,0,1,1,1,1,1,12,concentrator_malfunction,2021,5,38,sepsis,29,9,1,3,0,764.0,38.0,1,grid_reliable,1
4983,referral_hospital,O2_0022,urban,217,1,1,1,1,cylinder_piped,7,6,2.5,1,12,7,2,0,1,1,1,1,1,5,concentrator_malfunction,2023,7,25,COVID19_severe,20,5,1,0,0,941.0,6.0,1,grid_reliable,0
4984,referral_hospital,O2_0022,rural,233,1,1,1,1,PSA_plant_onsite,0,0,2.5,1,6,6,5,1,1,1,1,1,1,0,not_applicable,2022,6,36,other_hypoxemia,36,0,0,0,0,820.0,26.0,1,grid_unreliable,9
4985,referral_hospital,O2_0157,peri_urban,179,1,1,1,1,PSA_plant_onsite,0,0,6.3,1,14,6,4,1,1,1,1,1,1,0,not_applicable,2023,8,49,other_hypoxemia,44,5,0,1,0,889.0,9.0,1,grid_reliable,0
4986,referral_hospital,O2_0004,peri_urban,259,1,1,1,1,LOX_bulk_tank,9,2,5.2,1,12,7,1,0,1,1,1,1,1,9,PSA_plant_breakdown,2024,9,34,pneumonia_child,31,3,0,1,0,984.0,47.0,1,grid_reliable,8
4987,referral_hospital,O2_0021,urban,273,1,1,1,1,PSA_plant_onsite,0,0,2.1,1,9,6,1,0,1,1,1,1,1,0,not_applicable,2024,6,32,surgical_anaesthesia,26,6,0,2,0,615.0,2.0,0,grid_reliable,1
4988,referral_hospital,O2_0152,urban,227,1,1,1,1,cylinder_piped,0,0,15.1,1,4,4,0,0,1,1,1,1,1,0,not_applicable,2024,3,40,neonatal_respiratory,27,13,1,5,0,647.0,2.0,0,grid_reliable,8
4989,referral_hospital,O2_0140,peri_urban,216,1,1,1,1,oxygen_concentrator,7,6,2.2,1,10,4,1,0,1,1,1,1,1,0,not_applicable,2022,2,38,pneumonia_child,32,6,1,0,0,1153.0,8.0,1,grid_unreliable,16
4990,referral_hospital,O2_0048,peri_urban,189,1,1,1,1,PSA_plant_onsite,0,0,0.5,1,9,2,0,1,1,1,1,0,0,2,concentrator_malfunction,2022,9,38,pneumonia_child,0,38,0,17,0,883.0,1.0,1,grid_unreliable,2
4991,referral_hospital,O2_0015,rural,217,1,1,1,1,LOX_bulk_tank,6,3,0.8,1,9,7,4,0,1,1,0,0,0,4,power_outage,2023,12,50,pneumonia_adult,0,50,0,9,19,702.0,24.0,1,grid_unreliable,3
4992,referral_hospital,O2_0045,urban,231,1,1,1,1,cylinder_portable,5,2,1.2,1,5,4,2,0,1,0,0,1,1,0,not_applicable,2022,10,39,severe_malaria,25,14,1,4,0,445.0,3.0,1,grid_reliable,6
4993,referral_hospital,O2_0016,urban,196,1,1,1,1,cylinder_piped,0,0,5.0,1,20,7,4,0,1,1,1,0,0,6,empty_cylinders_not_collected,2021,3,35,COPD_exacerbation,0,35,0,17,4,1049.0,21.0,1,grid_unreliable,2
4994,referral_hospital,O2_0096,urban,235,1,1,1,1,cylinder_piped,0,0,8.6,1,7,3,0,0,1,1,1,1,1,0,not_applicable,2024,1,48,severe_malaria,35,13,1,7,0,756.0,17.0,1,grid_unreliable,2
4995,referral_hospital,O2_0082,rural,304,1,1,1,1,PSA_plant_onsite,0,0,4.7,1,7,8,3,0,1,1,1,1,1,1,power_outage,2023,3,29,neonatal_respiratory,29,0,1,0,0,758.0,2.0,1,grid_reliable,0
4996,referral_hospital,O2_0112,peri_urban,267,1,1,1,1,LOX_bulk_tank,0,0,3.9,1,3,6,20,0,1,1,1,0,0,1,funding_for_refill,2021,8,45,COVID19_severe,0,45,0,16,12,862.0,18.0,1,grid_unreliable,12
4997,referral_hospital,O2_0060,peri_urban,199,1,1,1,1,cylinder_portable,0,0,1.1,1,6,8,4,0,1,1,1,1,1,0,not_applicable,2022,4,33,surgical_anaesthesia,29,4,1,3,0,830.0,0.0,1,grid_reliable,2
4998,referral_hospital,O2_0105,urban,252,1,1,1,1,PSA_plant_onsite,0,0,2.5,1,7,2,12,1,1,0,0,1,0,0,not_applicable,2022,12,29,surgical_anaesthesia,24,5,0,1,0,613.0,28.0,1,grid_unreliable,1
4999,referral_hospital,O2_0068,urban,240,1,1,1,1,PSA_plant_onsite,0,0,1.5,1,9,4,4,1,1,1,0,1,1,4,regulator_valve_failure,2024,12,47,asthma_severe,39,8,0,5,0,699.0,1.0,1,solar,7
5000,referral_hospital,O2_0187,urban,208,1,1,1,1,LOX_bulk_tank,0,0,2.5,1,13,3,5,0,1,1,0,1,1,3,no_oxygen_source,2023,3,52,pneumonia_child,31,21,1,9,0,726.0,2.0,1,solar,0
5001,referral_hospital,O2_0196,peri_urban,249,1,1,1,1,oxygen_concentrator,6,4,1.2,1,13,4,5,0,1,1,1,1,1,0,not_applicable,2023,6,42,neonatal_respiratory,33,9,1,6,0,599.0,18.0,1,grid_reliable,9
5002,referral_hospital,O2_0103,urban,239,1,1,1,1,PSA_plant_onsite,0,0,0.9,1,12,8,3,1,1,1,1,1,1,0,not_applicable,2022,5,40,COVID19_severe,33,7,1,1,0,862.0,10.0,1,solar,0
5003,referral_hospital,O2_0192,peri_urban,258,1,1,1,1,LOX_bulk_tank,0,0,1.5,1,11,8,1,0,1,1,1,1,1,7,PSA_plant_breakdown,2023,4,46,severe_malaria,34,12,1,4,0,761.0,0.0,1,grid_reliable,2
5004,referral_hospital,O2_0065,peri_urban,337,1,1,1,1,PSA_plant_onsite,0,0,3.0,1,11,7,1,1,1,1,1,1,0,7,PSA_plant_breakdown,2024,2,32,surgical_anaesthesia,25,7,1,1,0,969.0,65.0,1,grid_unreliable,0
5005,referral_hospital,O2_0152,urban,222,1,1,1,1,oxygen_concentrator,2,1,0.9,1,16,6,7,0,1,1,0,1,1,1,power_outage,2023,6,55,COPD_exacerbation,51,4,1,2,0,681.0,47.0,1,grid_unreliable,0
5006,referral_hospital,O2_0110,urban,228,1,1,1,1,oxygen_concentrator,3,1,4.2,1,15,5,5,0,1,1,1,1,0,0,not_applicable,2021,12,33,asthma_severe,25,8,0,4,0,1102.0,4.0,1,generator_only,1
5007,referral_hospital,O2_0019,peri_urban,326,1,1,1,1,PSA_plant_onsite,0,0,1.5,1,10,4,4,0,1,0,0,1,0,0,not_applicable,2021,11,48,neonatal_respiratory,44,4,0,1,0,957.0,11.0,1,grid_reliable,1
5008,referral_hospital,O2_0190,rural,263,1,1,1,1,PSA_plant_onsite,0,0,3.5,1,9,5,0,1,1,1,1,1,1,1,PSA_plant_breakdown,2021,9,30,pneumonia_adult,26,4,0,0,0,842.0,8.0,1,solar,7
5009,referral_hospital,O2_0008,peri_urban,221,1,1,1,1,PSA_plant_onsite,0,0,1.9,1,15,9,10,0,1,1,0,1,1,4,power_outage,2022,6,45,surgical_anaesthesia,38,7,1,2,0,862.0,9.0,1,grid_reliable,5
5010,referral_hospital,O2_0138,peri_urban,242,1,1,1,1,cylinder_piped,0,0,5.7,1,8,5,0,0,1,1,0,1,1,0,not_applicable,2024,3,48,sepsis,40,8,1,1,0,704.0,6.0,1,generator_only,5
5011,referral_hospital,O2_0128,urban,175,1,1,1,1,LOX_bulk_tank,0,0,17.3,1,20,2,16,0,1,1,1,1,1,0,not_applicable,2024,8,39,trauma,20,19,1,9,0,712.0,33.0,1,grid_unreliable,1
5012,referral_hospital,O2_0097,peri_urban,244,1,1,1,1,LOX_bulk_tank,0,0,0.4,1,11,3,1,0,1,1,0,1,1,6,demand_surge,2022,12,38,pneumonia_child,36,2,0,0,0,924.0,17.0,1,grid_unreliable,6
5013,referral_hospital,O2_0176,urban,332,1,1,1,1,LOX_bulk_tank,0,0,8.1,1,12,5,2,0,1,1,1,1,0,0,not_applicable,2022,10,44,pneumonia_adult,44,0,1,0,0,924.0,9.0,1,grid_reliable,3
5014,referral_hospital,O2_0136,rural,270,1,1,1,1,LOX_bulk_tank,0,0,2.4,1,9,2,5,0,1,1,0,1,1,0,not_applicable,2021,2,45,pneumonia_adult,39,6,1,2,0,1018.0,17.0,1,grid_unreliable,0
5015,referral_hospital,O2_0010,rural,279,1,1,1,1,LOX_bulk_tank,0,0,1.3,1,9,5,3,0,1,1,1,0,0,24,power_outage,2022,8,42,COPD_exacerbation,0,42,0,13,26,873.0,53.0,1,grid_reliable,2
5016,referral_hospital,O2_0140,peri_urban,327,1,1,1,1,LOX_bulk_tank,0,0,0.6,1,9,1,21,0,1,1,1,1,1,0,not_applicable,2021,12,45,heart_failure,43,2,1,0,0,576.0,9.0,0,generator_only,0
5017,referral_hospital,O2_0111,urban,239,1,1,1,1,PSA_plant_onsite,0,0,2.5,1,8,3,0,1,1,1,1,1,1,0,not_applicable,2021,2,29,neonatal_respiratory,23,6,1,3,0,1053.0,1.0,1,grid_reliable,0
5018,referral_hospital,O2_0017,rural,180,1,1,1,1,PSA_plant_onsite,0,0,0.0,1,16,5,8,1,1,1,1,1,1,0,not_applicable,2022,6,34,asthma_severe,26,8,1,3,0,1045.0,32.0,1,solar,10
5019,referral_hospital,O2_0109,peri_urban,222,1,1,1,1,LOX_bulk_tank,0,0,6.1,1,13,3,1,0,1,0,0,0,0,14,PSA_plant_breakdown,2024,3,35,pneumonia_adult,0,35,0,15,9,829.0,22.0,1,grid_reliable,3
5020,referral_hospital,O2_0059,urban,267,1,1,1,1,PSA_plant_onsite,0,0,7.0,1,9,3,2,1,1,1,0,1,0,0,not_applicable,2024,12,37,other_hypoxemia,31,6,1,2,0,913.0,37.0,1,none,3
5021,referral_hospital,O2_0115,rural,238,1,1,1,1,oxygen_concentrator,7,3,4.1,1,8,11,2,0,1,1,1,1,0,1,piping_system_leak,2023,1,54,asthma_severe,40,14,0,3,0,792.0,4.0,1,grid_reliable,0
5022,referral_hospital,O2_0178,urban,251,1,1,1,1,PSA_plant_onsite,0,0,8.2,1,5,4,3,0,1,1,1,1,1,0,not_applicable,2024,8,48,neonatal_respiratory,42,6,0,0,0,1058.0,2.0,1,generator_only,0
5023,referral_hospital,O2_0100,urban,211,1,1,1,1,cylinder_piped,0,0,0.4,1,9,7,0,0,1,1,1,1,1,0,not_applicable,2024,7,27,pneumonia_adult,26,1,1,0,0,892.0,11.0,1,grid_reliable,0
5024,referral_hospital,O2_0153,urban,363,1,1,1,1,PSA_plant_onsite,5,3,4.9,1,7,7,5,0,1,1,1,1,1,0,not_applicable,2023,1,25,COVID19_severe,12,13,0,3,0,917.0,10.0,1,grid_reliable,8
5025,referral_hospital,O2_0163,urban,249,1,1,1,1,oxygen_concentrator,4,2,1.8,1,13,8,9,0,1,0,0,0,0,1,power_outage,2023,8,45,neonatal_respiratory,0,45,0,17,6,746.0,20.0,1,grid_reliable,2
5026,referral_hospital,O2_0124,urban,201,1,1,1,1,LOX_bulk_tank,3,2,0.2,1,8,7,3,0,1,1,1,1,0,0,not_applicable,2023,9,38,pneumonia_adult,13,25,0,10,0,605.0,48.0,1,solar,4
5027,referral_hospital,O2_0186,urban,330,1,1,1,1,PSA_plant_onsite,0,0,4.4,1,10,6,1,1,1,1,1,1,1,0,not_applicable,2022,4,35,surgical_anaesthesia,28,7,1,2,0,803.0,28.0,0,grid_reliable,18
5028,referral_hospital,O2_0106,urban,310,1,1,1,1,cylinder_piped,0,0,9.4,1,10,4,4,0,1,1,0,1,1,8,PSA_plant_breakdown,2023,5,34,pneumonia_adult,34,0,1,0,0,773.0,54.0,1,solar,3
5029,referral_hospital,O2_0020,urban,245,1,1,1,1,LOX_bulk_tank,0,0,0.8,1,4,7,5,0,1,0,0,1,1,0,not_applicable,2024,6,45,surgical_anaesthesia,40,5,0,4,0,832.0,22.0,1,solar,2
5030,referral_hospital,O2_0131,urban,213,1,1,1,1,LOX_bulk_tank,0,0,0.7,1,13,5,0,0,1,1,0,1,1,0,not_applicable,2024,9,38,pneumonia_child,38,0,1,0,0,836.0,5.0,1,generator_only,3
5031,referral_hospital,O2_0106,rural,266,1,1,1,1,LOX_bulk_tank,7,5,2.0,1,12,4,0,0,1,1,1,0,0,1,empty_cylinders_not_collected,2021,12,41,severe_malaria,0,41,0,16,9,973.0,1.0,1,grid_unreliable,3
5032,referral_hospital,O2_0080,rural,294,1,1,1,1,PSA_plant_onsite,0,0,14.2,1,13,3,0,1,1,0,0,1,0,0,not_applicable,2021,5,35,neonatal_respiratory,30,5,1,2,0,890.0,4.0,0,grid_unreliable,0
5033,referral_hospital,O2_0030,urban,221,1,1,1,1,PSA_plant_onsite,0,0,0.8,1,11,3,5,1,1,0,0,1,0,0,not_applicable,2022,10,38,COVID19_severe,35,3,0,1,0,792.0,6.0,1,grid_unreliable,3
5034,referral_hospital,O2_0099,rural,289,1,1,1,1,cylinder_piped,0,0,3.0,1,9,2,2,0,1,1,1,0,0,1,power_outage,2021,2,41,COPD_exacerbation,0,41,0,18,13,819.0,1.0,1,grid_unreliable,0
5035,referral_hospital,O2_0177,rural,275,1,1,1,1,PSA_plant_onsite,0,0,5.6,1,10,6,2,0,1,1,1,1,1,0,not_applicable,2022,4,34,pneumonia_child,23,11,1,3,0,690.0,9.0,1,none,7
5036,referral_hospital,O2_0173,rural,273,1,1,1,1,cylinder_portable,0,0,0.9,1,11,5,3,0,1,1,0,1,1,0,not_applicable,2021,5,38,sepsis,32,6,1,1,0,759.0,34.0,1,grid_unreliable,3
5037,referral_hospital,O2_0069,urban,293,1,1,1,1,cylinder_piped,0,0,0.9,1,12,5,10,0,1,1,1,0,0,8,PSA_plant_breakdown,2024,1,38,pneumonia_adult,0,38,0,15,4,659.0,3.0,0,grid_reliable,5
5038,referral_hospital,O2_0159,urban,228,1,1,1,1,oxygen_concentrator,4,3,0.6,1,6,3,0,0,1,1,1,1,1,0,not_applicable,2023,9,40,asthma_severe,24,16,0,8,0,656.0,7.0,1,generator_only,3
5039,referral_hospital,O2_0008,urban,351,1,1,1,1,oxygen_concentrator,5,3,1.4,1,4,3,1,0,1,1,1,1,0,0,not_applicable,2021,11,36,pneumonia_child,36,0,1,0,0,599.0,2.0,1,grid_unreliable,1
5040,referral_hospital,O2_0169,urban,359,1,1,1,1,cylinder_portable,0,0,1.8,1,14,4,1,0,1,1,1,0,0,3,concentrator_malfunction,2023,1,51,severe_malaria,0,51,0,15,21,787.0,4.0,1,grid_reliable,1
5041,referral_hospital,O2_0114,peri_urban,173,1,1,1,1,PSA_plant_onsite,5,4,2.9,1,8,7,1,0,1,1,1,1,1,0,not_applicable,2022,5,37,surgical_anaesthesia,37,0,1,0,0,926.0,12.0,1,solar,16
5042,referral_hospital,O2_0178,urban,282,1,1,1,1,PSA_plant_onsite,0,0,1.1,1,8,4,9,1,1,1,0,1,1,0,not_applicable,2023,12,40,asthma_severe,34,6,0,1,0,999.0,13.0,1,grid_reliable,4
5043,referral_hospital,O2_0117,urban,298,1,1,1,1,LOX_bulk_tank,5,2,0.7,1,16,1,11,0,1,1,1,1,0,1,funding_for_refill,2021,9,39,pneumonia_adult,23,16,0,4,0,675.0,15.0,1,grid_reliable,11
5044,referral_hospital,O2_0197,urban,302,1,1,1,1,oxygen_concentrator,5,2,5.7,1,9,2,1,0,1,1,1,1,1,1,PSA_plant_breakdown,2022,11,45,pneumonia_adult,44,1,0,1,0,775.0,4.0,1,grid_reliable,3
5045,referral_hospital,O2_0038,urban,193,1,1,1,1,LOX_bulk_tank,0,0,3.7,1,10,5,12,0,1,1,1,1,1,1,PSA_plant_breakdown,2021,10,38,severe_malaria,37,1,1,0,0,848.0,3.0,0,grid_reliable,5
5046,referral_hospital,O2_0026,urban,236,1,1,1,1,cylinder_piped,0,0,7.0,1,15,1,5,0,1,0,0,0,0,5,concentrator_malfunction,2024,7,40,pneumonia_adult,0,40,0,14,6,605.0,0.0,1,grid_reliable,4
5047,referral_hospital,O2_0070,peri_urban,253,1,1,1,1,cylinder_piped,0,0,5.6,1,16,5,10,0,1,1,0,1,1,0,not_applicable,2021,9,52,trauma,45,7,1,1,0,946.0,8.0,1,generator_only,1
5048,referral_hospital,O2_0144,peri_urban,264,1,1,1,1,LOX_bulk_tank,0,0,3.3,1,7,4,3,0,1,1,1,1,0,0,not_applicable,2023,7,44,pneumonia_adult,41,3,1,0,0,845.0,3.0,1,grid_reliable,5
5049,referral_hospital,O2_0164,peri_urban,245,1,1,1,1,cylinder_piped,0,0,1.4,1,8,9,16,0,1,0,0,1,1,0,not_applicable,2023,6,36,trauma,36,0,1,0,0,587.0,44.0,1,grid_reliable,7
5050,referral_hospital,O2_0112,rural,266,1,1,1,1,cylinder_piped,0,0,0.3,1,11,3,2,0,1,1,1,1,1,1,demand_surge,2021,2,29,COVID19_severe,29,0,0,0,0,1205.0,15.0,1,grid_reliable,0
5051,referral_hospital,O2_0009,rural,335,1,1,1,1,PSA_plant_onsite,0,0,2.0,1,11,2,1,1,1,1,0,1,1,0,not_applicable,2024,3,38,severe_malaria,20,18,1,9,0,799.0,4.0,1,grid_reliable,6
5052,referral_hospital,O2_0054,urban,231,1,1,1,1,LOX_bulk_tank,0,0,8.6,1,9,3,4,0,1,1,1,1,1,1,cylinder_delivery_delay,2024,11,57,heart_failure,28,29,1,12,0,1038.0,2.0,1,grid_reliable,0
5053,referral_hospital,O2_0181,urban,247,1,1,1,1,oxygen_concentrator,5,4,2.2,1,8,5,10,0,1,1,1,1,1,0,not_applicable,2023,12,36,pneumonia_child,23,13,1,6,0,858.0,12.0,1,grid_reliable,4
5054,referral_hospital,O2_0163,urban,234,1,1,1,1,cylinder_piped,0,0,1.1,1,9,4,2,0,1,1,1,1,0,0,not_applicable,2021,10,34,pneumonia_child,25,9,1,5,0,582.0,11.0,1,grid_reliable,3
5055,referral_hospital,O2_0147,peri_urban,228,1,1,1,1,PSA_plant_onsite,0,0,0.1,1,5,4,6,1,1,1,1,1,1,0,not_applicable,2022,11,33,pneumonia_child,19,14,1,4,0,753.0,15.0,1,grid_reliable,2
5056,referral_hospital,O2_0185,rural,301,1,1,1,1,LOX_bulk_tank,6,4,6.5,1,10,2,0,0,1,1,1,1,1,0,not_applicable,2023,8,51,neonatal_respiratory,44,7,1,1,0,582.0,0.0,1,grid_reliable,13
5057,referral_hospital,O2_0023,urban,245,1,1,1,1,cylinder_piped,0,0,3.7,1,9,9,2,0,1,1,1,1,1,0,not_applicable,2022,6,38,pneumonia_adult,28,10,1,3,0,807.0,6.0,1,grid_unreliable,2
5058,referral_hospital,O2_0075,rural,261,1,1,1,1,LOX_bulk_tank,0,0,2.6,1,8,5,2,0,1,1,1,1,1,0,not_applicable,2024,11,53,surgical_anaesthesia,31,22,1,8,0,974.0,11.0,0,grid_reliable,1
5059,referral_hospital,O2_0165,rural,233,1,1,1,1,oxygen_concentrator,1,0,6.0,1,7,5,5,0,1,1,1,1,1,0,not_applicable,2024,8,38,COPD_exacerbation,30,8,1,0,0,467.0,6.0,1,grid_reliable,10
5060,referral_hospital,O2_0117,urban,253,1,1,1,1,oxygen_concentrator,8,8,5.1,1,10,9,0,0,1,1,0,1,1,7,concentrator_malfunction,2024,7,37,pneumonia_adult,31,6,1,1,0,1031.0,11.0,1,grid_reliable,7
5061,referral_hospital,O2_0121,urban,242,1,1,1,1,LOX_bulk_tank,0,0,1.1,1,9,5,1,0,1,1,1,1,1,0,not_applicable,2024,9,39,trauma,36,3,1,1,0,782.0,39.0,1,grid_reliable,8
5062,referral_hospital,O2_0178,rural,279,1,1,1,1,PSA_plant_onsite,0,0,1.3,1,12,3,6,0,1,1,0,0,0,17,piping_system_leak,2022,8,38,surgical_anaesthesia,0,38,0,11,10,895.0,3.0,1,generator_only,0
5063,referral_hospital,O2_0075,urban,246,1,1,1,1,cylinder_piped,0,0,0.6,1,12,8,0,0,1,1,1,1,1,0,not_applicable,2023,7,48,heart_failure,26,22,0,6,0,763.0,14.0,1,grid_reliable,0
5064,referral_hospital,O2_0098,urban,228,1,1,1,1,LOX_bulk_tank,0,0,1.2,1,14,6,5,0,1,0,0,1,1,5,concentrator_malfunction,2021,5,38,pneumonia_child,29,9,1,3,0,878.0,54.0,1,grid_reliable,16
5065,referral_hospital,O2_0111,urban,263,1,1,1,1,cylinder_portable,7,4,0.0,1,12,4,6,0,1,1,1,0,0,18,cylinder_delivery_delay,2022,11,40,other_hypoxemia,0,40,0,14,15,773.0,28.0,1,generator_only,8
5066,referral_hospital,O2_0069,urban,295,1,1,1,1,cylinder_portable,0,0,0.3,1,11,4,7,0,1,0,0,1,1,0,not_applicable,2024,5,38,surgical_anaesthesia,31,7,1,3,0,920.0,14.0,1,grid_reliable,2
5067,referral_hospital,O2_0095,urban,259,1,1,1,1,PSA_plant_onsite,0,0,1.9,1,9,2,0,0,1,1,1,1,1,0,not_applicable,2021,7,40,COVID19_severe,38,2,1,1,0,465.0,30.0,1,grid_reliable,17
5068,referral_hospital,O2_0123,peri_urban,256,1,1,1,1,LOX_bulk_tank,0,0,1.7,1,8,6,0,0,1,1,1,1,1,0,not_applicable,2022,3,46,asthma_severe,38,8,1,3,0,888.0,13.0,1,generator_only,3
5069,referral_hospital,O2_0138,rural,235,1,1,1,1,cylinder_portable,7,2,2.8,1,6,6,9,0,1,1,1,1,1,0,not_applicable,2022,5,37,severe_malaria,24,13,0,5,0,969.0,0.0,1,none,3
5070,referral_hospital,O2_0166,urban,238,1,1,1,1,LOX_bulk_tank,4,3,1.5,1,8,7,0,0,1,0,0,1,1,0,not_applicable,2024,9,35,pneumonia_child,19,16,1,5,0,555.0,3.0,1,grid_unreliable,3
5071,referral_hospital,O2_0113,rural,259,1,1,1,1,PSA_plant_onsite,5,3,1.3,1,12,8,0,0,1,1,0,1,1,13,PSA_plant_breakdown,2022,2,46,COVID19_severe,46,0,1,0,0,551.0,7.0,1,grid_unreliable,2
5072,referral_hospital,O2_0187,urban,298,1,1,1,1,oxygen_concentrator,7,3,0.9,1,9,6,23,0,1,1,1,1,1,0,not_applicable,2022,11,40,pneumonia_child,29,11,1,7,0,872.0,7.0,1,grid_reliable,23
5073,referral_hospital,O2_0044,urban,222,1,1,1,1,PSA_plant_onsite,0,0,1.6,1,6,5,1,1,1,0,0,0,0,13,no_oxygen_source,2023,2,44,pneumonia_child,0,44,0,15,19,922.0,25.0,1,generator_only,8
5074,referral_hospital,O2_0176,rural,226,1,1,1,1,oxygen_concentrator,4,3,1.0,1,13,5,2,0,1,0,0,1,0,0,not_applicable,2024,7,46,asthma_severe,36,10,1,3,0,709.0,34.0,0,grid_unreliable,0
5075,referral_hospital,O2_0176,urban,277,1,1,1,1,oxygen_concentrator,6,3,0.3,1,9,8,6,0,1,1,1,1,1,3,PSA_plant_breakdown,2022,5,38,asthma_severe,20,18,1,5,0,902.0,1.0,0,none,0
5076,referral_hospital,O2_0130,urban,235,1,1,1,1,cylinder_piped,0,0,0.3,1,6,3,2,0,1,1,1,0,0,11,supplier_stockout,2023,3,47,heart_failure,0,47,0,22,12,758.0,12.0,1,grid_reliable,2
5077,referral_hospital,O2_0063,urban,224,1,1,1,1,LOX_bulk_tank,0,0,6.5,1,11,10,10,0,1,1,0,1,1,2,PSA_plant_breakdown,2021,7,49,pneumonia_adult,37,12,1,2,0,953.0,11.0,0,grid_reliable,1
5078,referral_hospital,O2_0171,rural,224,1,1,1,1,PSA_plant_onsite,8,6,2.5,1,8,1,5,0,1,0,0,1,0,0,not_applicable,2024,10,49,pneumonia_adult,41,8,1,4,0,717.0,34.0,1,grid_reliable,2
5079,referral_hospital,O2_0084,urban,235,1,1,1,1,LOX_bulk_tank,0,0,3.9,1,9,12,0,0,1,1,1,1,1,0,not_applicable,2024,12,39,trauma,39,0,1,0,0,928.0,1.0,1,grid_reliable,0
5080,referral_hospital,O2_0108,urban,302,1,1,1,1,LOX_bulk_tank,0,0,2.2,1,4,5,9,0,1,1,1,1,0,0,not_applicable,2024,6,30,asthma_severe,27,3,1,1,0,792.0,18.0,1,grid_reliable,8
5081,referral_hospital,O2_0153,urban,243,1,1,1,1,oxygen_concentrator,5,3,2.9,1,9,9,16,0,1,0,0,1,1,0,not_applicable,2024,2,39,pneumonia_adult,25,14,1,3,0,867.0,0.0,1,grid_reliable,6
5082,referral_hospital,O2_0088,peri_urban,157,1,1,1,1,PSA_plant_onsite,0,0,0.0,1,8,4,0,1,1,0,0,1,1,0,not_applicable,2024,8,37,pneumonia_child,31,6,1,0,0,869.0,1.0,1,grid_reliable,0
5083,referral_hospital,O2_0099,urban,221,1,1,1,1,PSA_plant_onsite,0,0,0.4,1,11,5,6,0,1,1,1,1,1,0,not_applicable,2022,6,52,COPD_exacerbation,35,17,1,6,0,782.0,15.0,1,generator_only,6
5084,referral_hospital,O2_0004,rural,284,1,1,1,1,LOX_bulk_tank,4,3,5.7,1,16,4,1,0,1,1,1,0,0,1,regulator_valve_failure,2021,1,24,pneumonia_child,0,24,0,6,5,718.0,15.0,0,grid_reliable,2
5085,referral_hospital,O2_0015,peri_urban,279,1,1,1,1,cylinder_piped,8,4,1.5,1,11,2,5,0,1,1,0,1,0,0,not_applicable,2022,8,37,severe_malaria,22,15,0,6,0,996.0,18.0,1,grid_unreliable,1
5086,referral_hospital,O2_0065,urban,341,1,1,1,1,LOX_bulk_tank,10,6,0.8,1,7,8,5,0,1,1,0,1,1,0,not_applicable,2021,9,51,severe_malaria,51,0,0,0,0,658.0,12.0,1,grid_reliable,3
5087,referral_hospital,O2_0084,urban,240,1,1,1,1,PSA_plant_onsite,0,0,1.4,1,6,4,19,0,1,1,1,1,1,0,not_applicable,2022,1,33,other_hypoxemia,23,10,0,3,0,1111.0,12.0,1,grid_reliable,4
5088,referral_hospital,O2_0116,peri_urban,306,1,1,1,1,LOX_bulk_tank,0,0,4.5,1,10,11,5,0,1,1,1,1,1,0,not_applicable,2024,7,47,pneumonia_adult,22,25,0,8,0,922.0,14.0,1,solar,9
5089,referral_hospital,O2_0090,rural,234,1,1,1,1,oxygen_concentrator,6,3,1.9,1,9,7,6,0,1,1,1,1,1,2,cylinder_delivery_delay,2024,10,35,neonatal_respiratory,32,3,0,1,0,1006.0,9.0,1,grid_unreliable,0
5090,referral_hospital,O2_0094,urban,262,1,1,1,1,PSA_plant_onsite,0,0,0.1,1,9,7,5,1,1,1,0,0,0,16,empty_cylinders_not_collected,2024,5,38,heart_failure,0,38,0,10,0,757.0,46.0,1,grid_reliable,7
5091,referral_hospital,O2_0123,urban,259,1,1,1,1,PSA_plant_onsite,3,2,1.5,1,15,4,0,1,1,1,1,0,0,11,piping_system_leak,2024,1,47,COPD_exacerbation,0,47,0,18,13,813.0,16.0,1,generator_only,2
5092,referral_hospital,O2_0022,rural,259,1,1,1,1,LOX_bulk_tank,0,0,2.2,1,10,1,2,0,1,0,0,1,1,10,power_outage,2023,6,49,neonatal_respiratory,38,11,1,1,0,887.0,2.0,1,generator_only,1
5093,referral_hospital,O2_0044,urban,293,1,1,1,1,oxygen_concentrator,3,1,0.3,1,12,7,6,0,1,1,0,1,1,0,not_applicable,2024,3,38,pneumonia_child,36,2,0,1,0,841.0,9.0,1,generator_only,6
5094,referral_hospital,O2_0106,urban,266,1,1,1,1,cylinder_piped,0,0,0.8,1,10,9,2,0,1,1,1,1,1,0,not_applicable,2022,11,24,trauma,15,9,1,5,0,781.0,35.0,1,solar,5
5095,referral_hospital,O2_0189,urban,256,1,1,1,1,LOX_bulk_tank,0,0,0.4,1,6,8,0,0,1,1,1,1,1,0,not_applicable,2024,9,46,trauma,42,4,0,1,0,799.0,16.0,1,grid_unreliable,7
5096,referral_hospital,O2_0159,rural,311,1,1,1,1,cylinder_piped,0,0,0.4,1,9,5,19,0,1,1,1,0,0,11,cylinder_delivery_delay,2021,6,32,COVID19_severe,0,32,0,8,11,851.0,5.0,1,grid_reliable,0
5097,referral_hospital,O2_0109,urban,222,1,1,1,1,cylinder_piped,7,6,0.6,1,8,10,1,0,1,1,1,1,0,0,not_applicable,2023,8,30,pneumonia_child,23,7,1,2,0,658.0,6.0,1,grid_unreliable,6
5098,referral_hospital,O2_0038,urban,166,1,1,1,1,PSA_plant_onsite,0,0,6.6,1,9,1,9,0,1,1,1,1,1,0,not_applicable,2024,11,54,pneumonia_adult,47,7,0,1,0,644.0,35.0,1,grid_reliable,2
5099,referral_hospital,O2_0123,urban,269,1,1,1,1,LOX_bulk_tank,0,0,0.2,1,9,2,0,0,1,1,1,1,1,0,not_applicable,2021,12,45,pneumonia_adult,42,3,1,1,0,1041.0,7.0,0,grid_reliable,4
5100,referral_hospital,O2_0145,urban,249,1,1,1,1,oxygen_concentrator,8,6,4.4,1,8,10,1,0,1,1,0,1,1,1,PSA_plant_breakdown,2022,4,41,pneumonia_child,41,0,1,0,0,668.0,24.0,0,grid_reliable,9
5101,referral_hospital,O2_0186,rural,302,1,1,1,1,LOX_bulk_tank,0,0,5.9,1,11,6,5,0,1,1,0,1,1,0,not_applicable,2022,5,38,pneumonia_adult,29,9,1,3,0,867.0,3.0,1,grid_reliable,6
5102,referral_hospital,O2_0007,urban,195,1,1,1,1,LOX_bulk_tank,0,0,0.5,1,9,6,2,0,1,1,1,1,1,0,not_applicable,2023,5,39,COPD_exacerbation,39,0,1,0,0,774.0,31.0,0,generator_only,6
5103,referral_hospital,O2_0046,urban,242,1,1,1,1,oxygen_concentrator,6,4,0.1,1,8,4,5,0,1,1,1,1,1,0,not_applicable,2023,9,45,surgical_anaesthesia,36,9,1,2,0,869.0,21.0,1,grid_reliable,2
5104,referral_hospital,O2_0012,urban,287,1,1,1,1,oxygen_concentrator,4,4,8.4,1,10,5,0,0,1,1,1,1,0,0,not_applicable,2023,12,40,pneumonia_child,34,6,1,3,0,911.0,2.0,1,generator_only,10
5105,referral_hospital,O2_0017,urban,337,1,1,1,1,PSA_plant_onsite,0,0,0.6,1,8,6,3,1,1,1,0,1,1,0,not_applicable,2024,12,43,severe_malaria,39,4,1,2,0,879.0,15.0,1,grid_reliable,0
5106,referral_hospital,O2_0106,rural,247,1,1,1,1,PSA_plant_onsite,0,0,5.2,1,10,5,5,0,1,1,1,1,1,0,not_applicable,2022,8,41,sepsis,27,14,1,7,0,1062.0,5.0,1,grid_unreliable,0
5107,referral_hospital,O2_0123,peri_urban,257,1,1,1,1,oxygen_concentrator,3,0,3.7,1,5,1,1,0,1,0,0,1,1,0,not_applicable,2024,1,30,COVID19_severe,28,2,0,2,0,787.0,4.0,1,grid_reliable,0
5108,referral_hospital,O2_0015,urban,293,1,1,1,1,LOX_bulk_tank,5,3,0.2,1,12,2,10,0,1,1,0,1,1,0,not_applicable,2024,8,43,COPD_exacerbation,41,2,1,2,0,696.0,5.0,1,grid_unreliable,17
5109,referral_hospital,O2_0121,peri_urban,224,1,1,1,1,PSA_plant_onsite,0,0,2.2,1,9,8,1,1,1,1,1,1,0,0,not_applicable,2023,8,51,other_hypoxemia,29,22,1,7,0,883.0,18.0,1,grid_reliable,2
5110,referral_hospital,O2_0009,urban,285,1,1,1,1,oxygen_concentrator,3,2,3.7,1,12,5,7,0,1,1,1,1,1,0,not_applicable,2023,6,41,pneumonia_child,31,10,1,3,0,891.0,2.0,1,grid_reliable,3
5111,referral_hospital,O2_0145,urban,158,1,1,1,1,oxygen_concentrator,4,2,0.8,1,18,3,0,0,1,1,1,1,1,0,not_applicable,2022,8,45,neonatal_respiratory,33,12,1,3,0,632.0,11.0,1,grid_reliable,1
5112,referral_hospital,O2_0078,urban,297,1,1,1,1,PSA_plant_onsite,5,2,0.6,1,11,4,1,0,1,1,1,1,1,0,not_applicable,2024,12,49,pneumonia_child,25,24,1,5,0,826.0,37.0,1,grid_reliable,1
5113,referral_hospital,O2_0076,urban,298,1,1,1,1,oxygen_concentrator,7,4,0.7,1,11,6,0,0,1,1,1,1,1,0,not_applicable,2022,1,48,COVID19_severe,31,17,1,7,0,755.0,8.0,0,grid_reliable,9
5114,referral_hospital,O2_0124,rural,276,1,1,1,1,PSA_plant_onsite,0,0,1.2,1,12,2,2,1,1,1,0,1,1,0,not_applicable,2024,4,37,trauma,18,19,0,7,0,1016.0,6.0,1,grid_unreliable,3
5115,referral_hospital,O2_0134,peri_urban,246,1,1,1,1,cylinder_portable,0,0,0.1,1,12,9,2,0,1,1,1,1,1,0,not_applicable,2021,5,38,other_hypoxemia,31,7,0,2,0,843.0,0.0,1,grid_unreliable,0
5116,referral_hospital,O2_0116,peri_urban,215,1,1,1,1,cylinder_piped,0,0,6.0,1,10,9,11,0,1,1,1,1,0,0,not_applicable,2023,10,41,severe_malaria,36,5,1,1,0,782.0,22.0,1,generator_only,4
5117,referral_hospital,O2_0047,urban,309,1,1,1,1,PSA_plant_onsite,0,0,0.3,1,10,6,1,1,1,1,1,1,1,0,not_applicable,2023,7,31,neonatal_respiratory,28,3,1,1,0,627.0,1.0,1,grid_unreliable,4
5118,referral_hospital,O2_0102,urban,217,1,1,1,1,LOX_bulk_tank,0,0,6.2,1,9,4,3,0,1,1,0,0,0,22,demand_surge,2022,2,52,surgical_anaesthesia,0,52,0,18,5,646.0,35.0,1,grid_reliable,2
5119,referral_hospital,O2_0067,urban,228,1,1,1,1,PSA_plant_onsite,0,0,4.4,1,17,6,2,0,1,1,1,0,0,5,demand_surge,2024,1,34,asthma_severe,0,34,0,18,0,753.0,11.0,1,grid_reliable,0
5120,referral_hospital,O2_0108,urban,280,1,1,1,1,oxygen_concentrator,6,2,4.3,1,6,2,7,0,1,1,0,1,0,0,not_applicable,2023,11,45,pneumonia_adult,45,0,1,0,0,852.0,4.0,1,none,16
5121,referral_hospital,O2_0092,urban,212,1,1,1,1,oxygen_concentrator,3,2,0.4,1,11,6,6,0,1,0,0,1,1,0,not_applicable,2023,9,44,asthma_severe,44,0,1,0,0,787.0,2.0,0,grid_reliable,9
5122,referral_hospital,O2_0145,urban,262,1,1,1,1,PSA_plant_onsite,0,0,1.0,1,3,6,0,1,1,0,0,1,1,0,not_applicable,2023,8,42,pneumonia_child,42,0,1,0,0,558.0,4.0,1,none,8
5123,referral_hospital,O2_0085,urban,255,1,1,1,1,LOX_bulk_tank,3,2,1.8,1,11,5,2,0,1,1,1,0,0,6,concentrator_malfunction,2023,1,40,COPD_exacerbation,0,40,0,12,2,724.0,7.0,1,grid_unreliable,2
5124,referral_hospital,O2_0142,peri_urban,223,1,1,1,1,cylinder_portable,0,0,2.7,1,11,3,3,0,1,1,1,1,1,0,not_applicable,2023,7,28,pneumonia_child,16,12,1,5,0,741.0,34.0,1,grid_reliable,3
5125,referral_hospital,O2_0075,rural,232,1,1,1,1,cylinder_piped,0,0,0.3,1,9,5,5,0,1,1,1,1,1,0,not_applicable,2024,1,55,pneumonia_child,39,16,0,9,0,759.0,15.0,1,generator_only,5
5126,referral_hospital,O2_0120,urban,224,1,1,1,1,PSA_plant_onsite,0,0,7.0,1,13,6,8,0,1,1,1,0,0,2,power_outage,2022,7,38,asthma_severe,0,38,0,9,14,833.0,14.0,1,none,9
5127,referral_hospital,O2_0110,urban,289,1,1,1,1,oxygen_concentrator,4,2,0.2,1,18,4,3,0,1,1,0,1,1,0,not_applicable,2024,10,51,pneumonia_adult,40,11,0,6,0,802.0,21.0,1,grid_reliable,11
5128,referral_hospital,O2_0022,urban,296,1,1,1,1,PSA_plant_onsite,0,0,1.8,1,6,8,3,1,1,1,1,0,0,17,empty_cylinders_not_collected,2024,2,33,pneumonia_adult,0,33,0,13,8,808.0,27.0,0,generator_only,3
5129,referral_hospital,O2_0017,urban,294,1,1,1,1,PSA_plant_onsite,0,0,6.2,1,12,3,2,0,1,1,0,1,1,6,PSA_plant_breakdown,2021,6,44,sepsis,29,15,1,6,0,746.0,5.0,1,grid_reliable,6
5130,referral_hospital,O2_0177,urban,208,1,1,1,1,LOX_bulk_tank,0,0,2.8,1,13,7,12,0,1,1,0,1,1,0,not_applicable,2024,11,32,severe_malaria,16,16,1,5,0,857.0,3.0,1,grid_reliable,4
5131,referral_hospital,O2_0147,urban,224,1,1,1,1,PSA_plant_onsite,0,0,2.4,1,9,8,7,0,1,1,1,1,1,0,not_applicable,2024,9,34,other_hypoxemia,28,6,0,1,0,922.0,5.0,1,solar,0
5132,referral_hospital,O2_0061,urban,274,1,1,1,1,oxygen_concentrator,4,1,4.2,1,11,2,0,0,1,0,0,1,1,6,demand_surge,2021,2,34,heart_failure,30,4,1,0,0,900.0,58.0,1,grid_unreliable,0
5133,referral_hospital,O2_0138,peri_urban,203,1,1,1,1,cylinder_piped,0,0,6.0,1,13,3,5,0,1,1,0,1,1,0,not_applicable,2021,2,37,trauma,24,13,1,5,0,1068.0,7.0,1,grid_reliable,3
5134,referral_hospital,O2_0155,peri_urban,196,1,1,1,1,LOX_bulk_tank,4,3,0.5,1,13,5,4,0,1,0,0,1,1,0,not_applicable,2023,4,44,COVID19_severe,42,2,1,2,0,645.0,21.0,1,generator_only,10
5135,referral_hospital,O2_0176,urban,277,1,1,1,1,LOX_bulk_tank,3,2,2.2,1,16,4,0,0,1,1,1,1,0,0,not_applicable,2023,8,34,other_hypoxemia,19,15,1,10,0,878.0,14.0,1,solar,10
5136,referral_hospital,O2_0178,rural,304,1,1,1,1,cylinder_piped,0,0,5.3,1,9,10,2,0,1,1,1,1,1,0,not_applicable,2024,3,38,asthma_severe,32,6,1,2,0,726.0,5.0,1,grid_reliable,20
5137,referral_hospital,O2_0064,peri_urban,221,1,1,1,1,oxygen_concentrator,6,3,2.6,1,14,8,5,0,1,1,1,1,1,0,not_applicable,2022,6,35,surgical_anaesthesia,21,14,1,7,0,734.0,3.0,1,grid_unreliable,2
5138,referral_hospital,O2_0143,urban,163,1,1,1,1,LOX_bulk_tank,0,0,3.7,1,9,3,10,0,1,1,1,1,1,4,power_outage,2022,9,49,surgical_anaesthesia,32,17,1,6,0,856.0,15.0,1,grid_reliable,1
5139,referral_hospital,O2_0078,urban,278,1,1,1,1,LOX_bulk_tank,0,0,4.2,1,11,5,6,0,1,1,1,1,0,1,empty_cylinders_not_collected,2021,12,36,COPD_exacerbation,19,17,0,7,0,933.0,51.0,1,grid_reliable,0
5140,referral_hospital,O2_0140,urban,219,1,1,1,1,PSA_plant_onsite,0,0,1.5,1,11,1,4,1,1,1,1,0,0,1,no_oxygen_source,2022,1,36,severe_malaria,0,36,0,10,15,783.0,5.0,1,grid_reliable,8
5141,referral_hospital,O2_0165,urban,226,1,1,1,1,PSA_plant_onsite,0,0,2.4,1,13,3,2,0,1,1,1,1,1,0,not_applicable,2021,9,46,pneumonia_child,42,4,1,1,0,714.0,4.0,1,grid_reliable,0
5142,referral_hospital,O2_0126,urban,284,1,1,1,1,PSA_plant_onsite,0,0,2.4,1,11,7,0,1,1,1,1,1,1,0,not_applicable,2023,9,44,COPD_exacerbation,39,5,1,4,0,563.0,10.0,1,grid_reliable,2
5143,referral_hospital,O2_0038,urban,241,1,1,1,1,PSA_plant_onsite,0,0,1.3,1,11,6,12,0,1,0,0,0,0,13,cylinder_delivery_delay,2023,5,42,COPD_exacerbation,0,42,0,16,10,926.0,1.0,1,grid_reliable,0
5144,referral_hospital,O2_0112,urban,219,1,1,1,1,oxygen_concentrator,5,2,1.5,1,13,0,1,0,1,0,0,1,1,0,not_applicable,2023,11,45,trauma,38,7,0,4,0,525.0,8.0,1,generator_only,2
5145,referral_hospital,O2_0023,urban,246,1,1,1,1,LOX_bulk_tank,0,0,18.5,1,16,5,1,0,1,1,1,1,1,0,not_applicable,2024,11,32,heart_failure,32,0,1,0,0,576.0,27.0,1,generator_only,8
5146,referral_hospital,O2_0139,rural,267,1,1,1,1,oxygen_concentrator,3,2,1.2,1,5,4,5,0,1,1,1,1,1,0,not_applicable,2023,12,39,COVID19_severe,29,10,0,2,0,748.0,5.0,1,grid_reliable,0
5147,referral_hospital,O2_0096,urban,181,1,1,1,1,oxygen_concentrator,8,7,0.0,1,6,3,1,0,1,1,1,1,1,0,not_applicable,2024,3,38,surgical_anaesthesia,27,11,1,4,0,915.0,15.0,1,generator_only,2
5148,referral_hospital,O2_0176,peri_urban,265,1,1,1,1,LOX_bulk_tank,0,0,2.8,1,5,4,11,0,1,1,1,1,1,0,not_applicable,2024,9,43,severe_malaria,43,0,1,0,0,767.0,9.0,1,grid_reliable,7
5149,referral_hospital,O2_0134,urban,232,1,1,1,1,PSA_plant_onsite,3,1,1.3,1,10,4,2,1,1,0,0,1,1,0,not_applicable,2023,11,42,surgical_anaesthesia,31,11,1,3,0,692.0,1.0,1,grid_reliable,18
5150,referral_hospital,O2_0108,urban,262,1,1,1,1,cylinder_piped,4,2,0.4,1,5,4,6,0,1,1,1,1,1,0,not_applicable,2022,2,43,pneumonia_adult,29,14,0,7,0,965.0,2.0,1,grid_reliable,1
5151,referral_hospital,O2_0110,peri_urban,241,1,1,1,1,PSA_plant_onsite,0,0,0.0,1,12,3,4,1,1,1,0,1,1,0,not_applicable,2024,3,34,pneumonia_adult,31,3,1,0,0,871.0,4.0,1,solar,18
5152,referral_hospital,O2_0031,rural,225,1,1,1,1,PSA_plant_onsite,7,6,1.1,1,14,5,6,1,1,1,1,1,1,0,not_applicable,2023,7,38,COPD_exacerbation,32,6,1,1,0,626.0,1.0,1,grid_reliable,5
5153,referral_hospital,O2_0104,rural,232,1,1,1,1,PSA_plant_onsite,7,2,1.3,1,7,6,7,0,1,1,1,1,1,4,demand_surge,2024,6,33,pneumonia_child,22,11,1,5,0,997.0,5.0,1,grid_reliable,7
5154,referral_hospital,O2_0008,rural,267,1,1,1,1,cylinder_piped,0,0,1.4,1,17,3,1,0,1,1,0,1,0,0,not_applicable,2024,3,41,sepsis,29,12,1,1,0,440.0,3.0,1,generator_only,4
5155,referral_hospital,O2_0094,rural,262,1,1,1,1,oxygen_concentrator,6,5,7.0,1,11,3,0,0,1,1,1,0,0,1,PSA_plant_breakdown,2023,3,44,heart_failure,0,44,0,19,18,647.0,4.0,1,generator_only,0
5156,referral_hospital,O2_0069,peri_urban,205,1,1,1,1,cylinder_piped,6,5,1.7,1,10,8,8,0,1,1,0,1,1,0,not_applicable,2021,12,41,trauma,37,4,1,0,0,826.0,20.0,1,grid_unreliable,2
5157,referral_hospital,O2_0001,peri_urban,186,1,1,1,1,LOX_bulk_tank,0,0,0.5,1,9,8,1,0,1,1,0,1,1,0,not_applicable,2021,9,31,pneumonia_child,21,10,1,2,0,645.0,1.0,1,none,16
5158,referral_hospital,O2_0054,urban,276,1,1,1,1,cylinder_piped,0,0,5.1,1,11,5,12,0,1,1,1,1,1,0,not_applicable,2023,2,44,neonatal_respiratory,20,24,1,5,0,747.0,0.0,1,generator_only,3
5159,referral_hospital,O2_0013,urban,276,1,1,1,1,cylinder_portable,0,0,12.4,1,8,5,5,0,1,1,0,0,0,1,PSA_plant_breakdown,2024,12,46,COVID19_severe,0,46,0,16,16,925.0,21.0,1,grid_unreliable,7
5160,referral_hospital,O2_0031,urban,245,1,1,1,1,LOX_bulk_tank,0,0,5.8,1,11,5,1,0,1,1,0,1,1,1,concentrator_malfunction,2024,8,33,neonatal_respiratory,22,11,1,4,0,679.0,8.0,0,grid_unreliable,4
5161,referral_hospital,O2_0105,rural,314,1,1,1,1,oxygen_concentrator,2,1,6.0,1,10,3,7,0,1,1,1,1,1,0,not_applicable,2022,3,48,surgical_anaesthesia,48,0,1,0,0,902.0,3.0,1,grid_reliable,7
5162,referral_hospital,O2_0149,rural,289,1,1,1,1,PSA_plant_onsite,0,0,2.5,1,11,4,1,1,1,1,0,1,1,0,not_applicable,2022,11,43,pneumonia_adult,30,13,1,4,0,887.0,3.0,1,grid_reliable,0
5163,referral_hospital,O2_0141,peri_urban,267,1,1,1,1,PSA_plant_onsite,0,0,8.5,1,18,1,7,0,1,1,0,1,1,0,not_applicable,2023,7,41,sepsis,22,19,1,7,0,510.0,12.0,1,grid_unreliable,2
5164,referral_hospital,O2_0127,urban,226,1,1,1,1,LOX_bulk_tank,0,0,2.9,1,10,4,1,0,1,1,1,1,1,0,not_applicable,2024,12,31,severe_malaria,30,1,0,0,0,687.0,30.0,1,grid_reliable,3
5165,referral_hospital,O2_0006,urban,271,1,1,1,1,PSA_plant_onsite,0,0,3.3,1,10,6,21,1,1,1,1,1,1,1,supplier_stockout,2024,3,38,neonatal_respiratory,32,6,1,2,0,527.0,11.0,1,grid_reliable,0
5166,referral_hospital,O2_0198,peri_urban,165,1,1,1,1,PSA_plant_onsite,0,0,4.1,1,9,6,10,0,1,1,1,1,1,0,not_applicable,2021,8,37,surgical_anaesthesia,26,11,1,5,0,612.0,8.0,1,grid_reliable,0
5167,referral_hospital,O2_0065,urban,264,1,1,1,1,PSA_plant_onsite,0,0,0.3,1,4,4,4,0,1,1,1,1,0,0,not_applicable,2022,5,46,pneumonia_adult,30,16,1,4,0,871.0,34.0,1,grid_unreliable,0
5168,referral_hospital,O2_0103,peri_urban,257,1,1,1,1,cylinder_piped,0,0,0.4,1,12,5,2,0,1,1,1,0,0,9,PSA_plant_breakdown,2021,8,32,severe_malaria,0,32,0,10,13,778.0,6.0,1,grid_unreliable,4
5169,referral_hospital,O2_0052,rural,248,1,1,1,1,PSA_plant_onsite,0,0,5.0,1,7,3,8,1,1,1,1,1,1,0,not_applicable,2022,8,31,severe_malaria,24,7,0,2,0,754.0,50.0,1,grid_reliable,1
5170,referral_hospital,O2_0116,rural,156,1,1,1,1,PSA_plant_onsite,9,5,0.0,1,11,4,7,0,1,1,1,1,1,0,not_applicable,2024,11,28,surgical_anaesthesia,28,0,1,0,0,781.0,40.0,1,grid_reliable,6
5171,referral_hospital,O2_0032,urban,153,1,1,1,1,oxygen_concentrator,9,5,0.9,1,8,1,2,0,1,1,0,1,1,0,not_applicable,2024,11,46,trauma,37,9,1,4,0,904.0,2.0,1,solar,2
5172,referral_hospital,O2_0199,urban,228,1,1,1,1,oxygen_concentrator,9,5,1.0,1,9,2,10,0,1,1,1,1,1,0,not_applicable,2022,5,45,trauma,32,13,1,4,0,803.0,38.0,1,grid_unreliable,7
5173,referral_hospital,O2_0082,rural,223,1,1,1,1,cylinder_piped,0,0,13.1,1,9,6,3,0,1,0,0,0,0,1,power_outage,2022,11,39,COPD_exacerbation,0,39,0,8,18,684.0,0.0,1,grid_unreliable,1
5174,referral_hospital,O2_0001,urban,253,1,1,1,1,cylinder_piped,0,0,6.6,1,5,6,1,0,1,1,0,0,0,4,PSA_plant_breakdown,2023,11,25,COPD_exacerbation,0,25,0,13,7,858.0,83.0,1,grid_unreliable,3
5175,referral_hospital,O2_0143,urban,263,1,1,1,1,oxygen_concentrator,5,3,1.5,1,8,7,10,0,1,1,0,1,1,0,not_applicable,2022,2,35,asthma_severe,16,19,1,9,0,1015.0,32.0,1,grid_reliable,0
5176,referral_hospital,O2_0009,urban,254,1,1,1,1,LOX_bulk_tank,0,0,6.3,1,9,7,5,0,1,1,1,1,1,0,not_applicable,2023,4,37,pneumonia_adult,25,12,1,5,0,548.0,2.0,1,generator_only,0
5177,referral_hospital,O2_0049,urban,178,1,1,1,1,cylinder_portable,0,0,2.9,1,13,9,1,0,1,1,1,1,1,0,not_applicable,2022,1,42,pneumonia_child,38,4,1,1,0,687.0,6.0,1,generator_only,5
5178,referral_hospital,O2_0131,urban,174,1,1,1,1,LOX_bulk_tank,0,0,4.0,1,10,4,4,0,1,1,1,1,0,6,demand_surge,2023,12,34,trauma,21,13,1,3,0,871.0,19.0,1,grid_reliable,14
5179,referral_hospital,O2_0178,urban,244,1,1,1,1,LOX_bulk_tank,0,0,6.0,1,10,3,4,0,1,0,0,1,1,0,not_applicable,2023,10,32,surgical_anaesthesia,24,8,1,3,0,918.0,11.0,0,grid_reliable,2
5180,referral_hospital,O2_0068,urban,332,1,1,1,1,cylinder_portable,0,0,4.1,1,6,4,1,0,1,0,0,0,0,8,concentrator_malfunction,2021,7,35,COVID19_severe,0,35,0,17,8,918.0,2.0,0,grid_reliable,1
5181,referral_hospital,O2_0152,peri_urban,214,1,1,1,1,PSA_plant_onsite,0,0,2.1,1,11,7,5,0,1,1,0,1,1,0,not_applicable,2022,3,38,pneumonia_adult,26,12,1,7,0,881.0,15.0,1,grid_unreliable,16
5182,referral_hospital,O2_0060,urban,236,1,1,1,1,oxygen_concentrator,3,2,0.5,1,6,4,3,0,1,1,1,1,1,0,not_applicable,2021,6,42,pneumonia_child,33,9,1,4,0,863.0,37.0,0,grid_reliable,3
5183,referral_hospital,O2_0097,urban,307,1,1,1,1,oxygen_concentrator,4,3,2.5,1,11,5,3,0,1,1,1,1,1,0,not_applicable,2023,12,44,COPD_exacerbation,30,14,0,7,0,520.0,27.0,1,grid_reliable,3
5184,referral_hospital,O2_0082,urban,220,1,1,1,1,oxygen_concentrator,2,1,4.3,1,11,5,4,0,1,1,1,1,0,0,not_applicable,2023,6,40,other_hypoxemia,20,20,1,7,0,819.0,12.0,1,generator_only,19
5185,referral_hospital,O2_0092,urban,272,1,1,1,1,LOX_bulk_tank,0,0,3.7,1,7,3,0,0,1,1,1,1,1,0,not_applicable,2023,3,49,asthma_severe,44,5,1,1,0,1095.0,9.0,1,none,0
5186,referral_hospital,O2_0115,rural,214,1,1,1,1,LOX_bulk_tank,0,0,6.7,1,7,2,3,0,1,1,1,1,0,2,piping_system_leak,2022,8,48,severe_malaria,36,12,1,5,0,871.0,45.0,0,grid_reliable,2
5187,referral_hospital,O2_0197,urban,266,1,1,1,1,PSA_plant_onsite,0,0,1.4,1,6,3,3,1,1,1,1,1,1,0,not_applicable,2023,7,46,COVID19_severe,36,10,1,4,0,996.0,2.0,1,solar,4
5188,referral_hospital,O2_0080,urban,215,1,1,1,1,oxygen_concentrator,3,2,1.5,1,10,4,3,0,1,1,0,1,1,0,not_applicable,2022,12,40,pneumonia_adult,36,4,0,3,0,384.0,1.0,1,solar,0
5189,referral_hospital,O2_0075,peri_urban,272,1,1,1,1,PSA_plant_onsite,0,0,3.7,1,5,3,1,0,1,0,0,0,0,5,funding_for_refill,2024,11,46,COPD_exacerbation,0,46,0,16,11,944.0,14.0,1,generator_only,2
5190,referral_hospital,O2_0074,urban,262,1,1,1,1,LOX_bulk_tank,0,0,4.1,1,11,5,17,0,1,0,0,0,0,5,concentrator_malfunction,2022,11,38,pneumonia_child,0,38,0,14,7,639.0,6.0,0,grid_reliable,9
5191,referral_hospital,O2_0181,urban,222,1,1,1,1,PSA_plant_onsite,0,0,3.1,1,14,7,2,0,1,1,1,1,1,0,not_applicable,2022,6,47,other_hypoxemia,27,20,0,6,0,755.0,14.0,1,grid_unreliable,5
5192,referral_hospital,O2_0190,urban,300,1,1,1,1,LOX_bulk_tank,0,0,0.4,1,18,1,18,0,1,1,1,1,1,0,not_applicable,2023,12,50,pneumonia_child,39,11,1,5,0,505.0,5.0,1,grid_reliable,0
5193,referral_hospital,O2_0196,urban,300,1,1,1,1,PSA_plant_onsite,0,0,0.8,1,8,6,2,0,1,1,1,1,1,3,empty_cylinders_not_collected,2023,4,41,pneumonia_child,38,3,1,1,0,630.0,45.0,1,grid_reliable,6
5194,referral_hospital,O2_0072,urban,357,1,1,1,1,oxygen_concentrator,8,4,8.7,1,8,6,3,0,1,1,1,1,1,0,not_applicable,2023,4,45,pneumonia_child,37,8,1,4,0,1083.0,0.0,1,none,2
5195,referral_hospital,O2_0075,peri_urban,264,1,1,1,1,LOX_bulk_tank,0,0,2.3,1,8,8,1,0,1,0,0,1,1,0,not_applicable,2023,10,37,neonatal_respiratory,33,4,1,2,0,639.0,1.0,1,grid_reliable,2
5196,referral_hospital,O2_0156,peri_urban,254,1,1,1,1,cylinder_piped,6,3,1.0,1,12,4,4,0,1,0,0,1,1,0,not_applicable,2021,7,44,severe_malaria,40,4,1,1,0,1028.0,7.0,1,solar,7
5197,referral_hospital,O2_0064,urban,204,1,1,1,1,oxygen_concentrator,4,3,2.8,1,12,4,5,0,1,1,1,1,1,0,not_applicable,2022,10,31,COPD_exacerbation,21,10,1,4,0,668.0,8.0,1,generator_only,0
5198,referral_hospital,O2_0128,peri_urban,260,1,1,1,1,LOX_bulk_tank,0,0,0.5,1,9,6,5,0,1,1,1,1,1,0,not_applicable,2022,7,40,surgical_anaesthesia,28,12,1,4,0,932.0,23.0,1,grid_reliable,7
5199,referral_hospital,O2_0123,peri_urban,239,1,1,1,1,LOX_bulk_tank,0,0,2.2,1,10,10,8,0,1,1,1,1,0,0,not_applicable,2024,1,40,pneumonia_adult,28,12,1,5,0,899.0,4.0,0,none,0
5200,referral_hospital,O2_0138,rural,251,1,1,1,1,PSA_plant_onsite,0,0,1.4,1,9,7,4,1,1,1,1,1,1,0,not_applicable,2022,7,44,neonatal_respiratory,38,6,1,4,0,832.0,36.0,1,generator_only,1
5201,referral_hospital,O2_0004,peri_urban,277,1,1,1,1,LOX_bulk_tank,0,0,0.5,1,10,6,4,0,1,1,1,1,1,0,not_applicable,2023,11,42,neonatal_respiratory,42,0,1,0,0,742.0,1.0,1,grid_reliable,1
5202,referral_hospital,O2_0174,peri_urban,273,1,1,1,1,LOX_bulk_tank,0,0,1.8,1,17,11,2,0,1,1,1,1,0,0,not_applicable,2024,6,50,other_hypoxemia,37,13,1,5,0,772.0,10.0,1,grid_reliable,0
5203,referral_hospital,O2_0138,urban,298,1,1,1,1,LOX_bulk_tank,2,1,4.7,1,15,3,0,0,1,1,1,1,0,0,not_applicable,2023,4,53,sepsis,31,22,0,5,0,727.0,45.0,1,solar,2
5204,referral_hospital,O2_0172,urban,204,1,1,1,1,cylinder_piped,0,0,5.4,1,12,7,10,0,1,1,0,1,1,1,regulator_valve_failure,2022,8,33,severe_malaria,24,9,1,3,0,862.0,2.0,1,grid_unreliable,2
5205,referral_hospital,O2_0110,peri_urban,241,1,1,1,1,PSA_plant_onsite,0,0,0.9,1,9,2,17,1,1,1,1,1,1,0,not_applicable,2024,11,45,heart_failure,31,14,1,5,0,714.0,4.0,1,grid_unreliable,7
5206,referral_hospital,O2_0005,rural,197,1,1,1,1,cylinder_piped,0,0,0.9,1,14,7,1,0,1,1,1,0,0,30,concentrator_malfunction,2023,4,42,severe_malaria,0,42,0,13,9,577.0,33.0,1,generator_only,2
5207,referral_hospital,O2_0185,rural,286,1,1,1,1,cylinder_piped,0,0,5.1,1,9,4,4,0,1,1,0,0,0,30,concentrator_malfunction,2024,8,39,COPD_exacerbation,0,39,0,12,0,827.0,41.0,1,grid_reliable,0
5208,referral_hospital,O2_0174,urban,244,1,1,1,1,PSA_plant_onsite,0,0,1.3,1,3,7,16,0,1,1,1,1,1,0,not_applicable,2023,7,48,COPD_exacerbation,26,22,1,8,0,840.0,25.0,1,grid_reliable,1
5209,referral_hospital,O2_0154,urban,279,1,1,1,1,LOX_bulk_tank,0,0,6.9,1,8,10,7,0,1,1,1,0,0,5,cylinder_delivery_delay,2022,11,44,pneumonia_child,0,44,0,18,14,1210.0,12.0,1,grid_unreliable,0
5210,referral_hospital,O2_0143,urban,199,1,1,1,1,LOX_bulk_tank,6,6,2.6,1,10,1,0,0,1,1,1,1,1,0,not_applicable,2024,3,37,other_hypoxemia,21,16,1,6,0,786.0,2.0,1,none,3
5211,referral_hospital,O2_0069,urban,197,1,1,1,1,cylinder_portable,3,2,0.2,1,9,5,2,0,1,1,1,1,1,0,not_applicable,2023,12,30,COVID19_severe,24,6,1,3,0,553.0,87.0,1,grid_reliable,0
5212,referral_hospital,O2_0109,peri_urban,239,1,1,1,1,oxygen_concentrator,5,5,3.7,1,11,4,6,0,1,1,0,1,1,1,funding_for_refill,2022,2,40,asthma_severe,19,21,1,5,0,730.0,15.0,1,grid_reliable,4
5213,referral_hospital,O2_0103,urban,256,1,1,1,1,PSA_plant_onsite,0,0,3.7,1,7,3,6,1,1,1,0,0,0,30,PSA_plant_breakdown,2024,2,30,COPD_exacerbation,0,30,0,11,8,1036.0,11.0,0,solar,1
5214,referral_hospital,O2_0078,urban,257,1,1,1,1,oxygen_concentrator,2,1,0.3,1,11,4,9,0,1,1,1,1,1,0,not_applicable,2024,8,45,pneumonia_adult,42,3,1,1,0,780.0,18.0,1,grid_unreliable,0
5215,referral_hospital,O2_0095,peri_urban,179,1,1,1,1,cylinder_piped,0,0,12.6,1,15,7,0,0,1,1,1,1,0,2,PSA_plant_breakdown,2022,7,40,pneumonia_child,36,4,1,1,0,906.0,23.0,1,grid_reliable,8
5216,referral_hospital,O2_0042,urban,219,1,1,1,1,LOX_bulk_tank,0,0,1.3,1,10,6,5,0,1,1,0,1,1,0,not_applicable,2024,5,44,severe_malaria,38,6,1,3,0,998.0,1.0,1,grid_reliable,0
5217,referral_hospital,O2_0053,peri_urban,219,1,1,1,1,PSA_plant_onsite,0,0,2.6,1,10,5,5,1,1,0,0,1,1,0,not_applicable,2021,5,51,COVID19_severe,49,2,1,1,0,643.0,4.0,1,grid_reliable,22
5218,referral_hospital,O2_0003,peri_urban,227,1,1,1,1,PSA_plant_onsite,0,0,0.1,1,13,6,0,1,1,0,0,1,1,2,demand_surge,2023,2,39,heart_failure,35,4,1,4,0,781.0,6.0,1,grid_unreliable,1
5219,referral_hospital,O2_0078,urban,325,1,1,1,1,LOX_bulk_tank,0,0,3.4,1,11,6,10,0,1,1,0,1,1,11,empty_cylinders_not_collected,2022,1,41,neonatal_respiratory,35,6,0,1,0,921.0,18.0,1,generator_only,1
5220,referral_hospital,O2_0025,peri_urban,241,1,1,1,1,LOX_bulk_tank,0,0,1.6,1,14,2,8,0,1,1,0,1,0,0,not_applicable,2023,4,38,neonatal_respiratory,36,2,1,0,0,902.0,3.0,1,grid_unreliable,3
5221,referral_hospital,O2_0125,urban,261,1,1,1,1,cylinder_piped,0,0,4.0,1,11,3,2,0,1,1,0,1,1,0,not_applicable,2024,12,34,pneumonia_child,19,15,1,4,0,704.0,8.0,1,grid_reliable,1
5222,referral_hospital,O2_0047,urban,272,1,1,1,1,oxygen_concentrator,8,2,3.5,1,6,8,0,0,1,0,0,1,1,0,not_applicable,2022,12,37,pneumonia_adult,21,16,0,7,0,837.0,5.0,0,grid_unreliable,7
5223,referral_hospital,O2_0076,peri_urban,297,1,1,1,1,LOX_bulk_tank,0,0,1.6,1,8,6,16,0,1,1,1,0,0,17,power_outage,2022,6,29,pneumonia_adult,0,29,0,13,10,1016.0,22.0,1,grid_reliable,19
5224,referral_hospital,O2_0106,rural,296,1,1,1,1,PSA_plant_onsite,0,0,0.2,1,12,7,4,1,1,1,1,0,0,6,demand_surge,2022,1,34,COVID19_severe,0,34,0,7,15,1089.0,24.0,1,grid_unreliable,2
5225,referral_hospital,O2_0023,urban,201,1,1,1,1,oxygen_concentrator,3,1,3.6,1,10,3,0,0,1,1,1,1,1,0,not_applicable,2024,3,36,severe_malaria,35,1,1,1,0,941.0,21.0,1,solar,5
5226,referral_hospital,O2_0028,urban,252,1,1,1,1,LOX_bulk_tank,0,0,1.9,1,15,1,4,0,1,1,1,1,1,4,concentrator_malfunction,2021,1,39,pneumonia_adult,37,2,1,1,0,840.0,1.0,1,grid_unreliable,1
5227,referral_hospital,O2_0108,peri_urban,245,1,1,1,1,oxygen_concentrator,10,5,0.7,1,11,11,4,0,1,1,0,1,0,0,not_applicable,2024,1,34,COVID19_severe,20,14,1,0,0,844.0,9.0,1,grid_reliable,9
5228,referral_hospital,O2_0135,peri_urban,310,1,1,1,1,PSA_plant_onsite,0,0,5.1,1,18,5,13,1,1,1,1,0,0,30,concentrator_malfunction,2023,6,47,surgical_anaesthesia,0,47,0,17,16,897.0,17.0,1,grid_reliable,4
5229,referral_hospital,O2_0081,peri_urban,267,1,1,1,1,LOX_bulk_tank,5,3,0.4,1,12,6,11,0,1,0,0,1,0,0,not_applicable,2024,3,54,neonatal_respiratory,34,20,1,5,0,749.0,11.0,1,grid_reliable,0
5230,referral_hospital,O2_0012,rural,278,1,1,1,1,cylinder_portable,0,0,3.3,1,7,8,4,0,1,1,1,1,0,0,not_applicable,2022,5,37,heart_failure,20,17,0,6,0,580.0,14.0,0,grid_reliable,7
5231,referral_hospital,O2_0163,urban,186,1,1,1,1,oxygen_concentrator,10,7,0.1,1,14,3,6,0,1,1,1,1,1,0,not_applicable,2021,4,31,pneumonia_child,21,10,1,5,0,911.0,1.0,1,grid_unreliable,2
5232,referral_hospital,O2_0138,urban,257,1,1,1,1,cylinder_portable,7,4,0.8,1,11,8,0,0,1,1,1,1,1,0,not_applicable,2021,4,31,neonatal_respiratory,25,6,1,2,0,788.0,2.0,1,grid_unreliable,13
5233,referral_hospital,O2_0181,rural,225,1,1,1,1,cylinder_piped,0,0,6.3,1,9,5,6,0,1,1,1,1,1,0,not_applicable,2023,12,41,trauma,17,24,1,8,0,855.0,13.0,0,grid_unreliable,10
5234,referral_hospital,O2_0179,urban,205,1,1,1,1,PSA_plant_onsite,0,0,4.5,1,6,8,0,0,1,1,1,1,1,0,not_applicable,2022,8,38,COPD_exacerbation,21,17,1,6,0,466.0,33.0,1,solar,1
5235,referral_hospital,O2_0060,urban,248,1,1,1,1,oxygen_concentrator,4,3,3.6,1,12,7,12,0,1,1,1,1,1,0,not_applicable,2022,6,34,other_hypoxemia,26,8,1,4,0,849.0,13.0,1,grid_reliable,6
5236,referral_hospital,O2_0136,urban,308,1,1,1,1,oxygen_concentrator,4,4,3.7,1,10,3,2,0,1,0,0,1,1,0,not_applicable,2021,9,31,pneumonia_adult,22,9,1,4,0,1025.0,20.0,1,grid_reliable,0
5237,referral_hospital,O2_0099,peri_urban,230,1,1,1,1,oxygen_concentrator,4,2,11.5,1,12,2,6,0,1,1,1,1,0,0,not_applicable,2023,10,50,pneumonia_adult,42,8,0,3,0,588.0,12.0,1,generator_only,5
5238,referral_hospital,O2_0056,peri_urban,314,1,1,1,1,LOX_bulk_tank,0,0,2.3,1,10,4,1,0,1,1,1,1,0,0,not_applicable,2024,9,39,sepsis,37,2,0,1,0,594.0,21.0,1,grid_unreliable,16
5239,referral_hospital,O2_0172,rural,227,1,1,1,1,LOX_bulk_tank,0,0,0.8,1,8,3,6,0,1,1,0,1,1,0,not_applicable,2024,4,44,COPD_exacerbation,39,5,1,2,0,853.0,9.0,1,grid_reliable,14
5240,referral_hospital,O2_0193,peri_urban,232,1,1,1,1,cylinder_piped,0,0,4.4,1,15,3,2,0,1,1,0,1,1,0,not_applicable,2022,7,53,other_hypoxemia,47,6,1,3,0,653.0,5.0,1,grid_reliable,12
5241,referral_hospital,O2_0187,peri_urban,320,1,1,1,1,oxygen_concentrator,10,4,0.9,1,6,4,2,0,1,0,0,1,1,0,not_applicable,2024,5,35,COVID19_severe,29,6,0,1,0,865.0,14.0,0,grid_reliable,2
5242,referral_hospital,O2_0028,urban,270,1,1,1,1,PSA_plant_onsite,3,2,2.5,1,9,5,2,0,1,0,0,0,0,1,piping_system_leak,2022,10,29,severe_malaria,0,29,0,14,9,720.0,11.0,1,grid_unreliable,0
5243,referral_hospital,O2_0046,peri_urban,270,1,1,1,1,LOX_bulk_tank,0,0,2.1,1,6,3,4,0,1,1,1,1,1,0,not_applicable,2021,11,35,sepsis,22,13,1,4,0,913.0,8.0,1,grid_unreliable,2
5244,referral_hospital,O2_0033,urban,346,1,1,1,1,cylinder_piped,5,2,0.4,1,9,2,3,0,1,1,1,1,0,1,piping_system_leak,2022,11,33,pneumonia_child,22,11,1,5,0,1097.0,27.0,0,generator_only,2
5245,referral_hospital,O2_0061,urban,166,1,1,1,1,cylinder_piped,3,1,1.4,1,11,4,0,0,1,1,0,1,0,0,not_applicable,2024,8,34,neonatal_respiratory,26,8,1,2,0,678.0,21.0,1,grid_unreliable,0
5246,referral_hospital,O2_0008,rural,245,1,1,1,1,oxygen_concentrator,5,3,0.4,1,6,11,5,0,1,1,0,1,0,0,not_applicable,2021,10,42,asthma_severe,29,13,1,9,0,789.0,3.0,1,grid_reliable,0
5247,referral_hospital,O2_0191,urban,226,1,1,1,1,LOX_bulk_tank,0,0,2.0,1,6,10,0,0,1,1,0,1,1,0,not_applicable,2021,7,41,sepsis,29,12,0,3,0,505.0,5.0,1,grid_reliable,4
5248,referral_hospital,O2_0016,urban,228,1,1,1,1,oxygen_concentrator,1,1,1.3,1,19,4,3,0,1,1,0,1,1,0,not_applicable,2022,9,36,trauma,34,2,1,1,0,1135.0,41.0,0,grid_unreliable,2
5249,referral_hospital,O2_0091,peri_urban,213,1,1,1,1,LOX_bulk_tank,0,0,0.9,1,16,7,8,0,1,1,1,1,1,0,not_applicable,2024,6,40,COVID19_severe,32,8,0,3,0,791.0,4.0,1,solar,0
5250,referral_hospital,O2_0103,rural,272,1,1,1,1,oxygen_concentrator,8,3,1.8,1,4,3,6,0,1,1,0,1,1,0,not_applicable,2024,4,29,COPD_exacerbation,28,1,0,0,0,931.0,6.0,1,grid_reliable,0
5251,referral_hospital,O2_0137,urban,201,1,1,1,1,PSA_plant_onsite,5,5,0.1,1,9,4,1,0,1,0,0,1,1,4,funding_for_refill,2023,6,49,pneumonia_child,42,7,1,4,0,581.0,10.0,1,generator_only,1
5252,referral_hospital,O2_0082,peri_urban,255,1,1,1,1,PSA_plant_onsite,1,0,0.5,1,13,8,4,0,1,1,1,0,0,1,concentrator_malfunction,2023,6,30,COVID19_severe,0,30,0,14,5,479.0,10.0,1,generator_only,1
5253,referral_hospital,O2_0014,urban,212,1,1,1,1,LOX_bulk_tank,0,0,9.1,1,11,5,3,0,1,1,0,1,1,0,not_applicable,2022,3,36,neonatal_respiratory,23,13,1,5,0,724.0,2.0,1,none,11
5254,referral_hospital,O2_0019,rural,206,1,1,1,1,cylinder_piped,7,4,2.6,1,11,5,4,0,1,1,0,1,1,0,not_applicable,2022,3,44,other_hypoxemia,34,10,0,2,0,874.0,12.0,1,generator_only,6
5255,referral_hospital,O2_0127,urban,233,1,1,1,1,PSA_plant_onsite,0,0,1.8,1,4,3,4,0,1,1,0,1,0,0,not_applicable,2023,12,48,pneumonia_child,32,16,1,9,0,596.0,6.0,1,none,3
5256,referral_hospital,O2_0048,peri_urban,283,1,1,1,1,cylinder_piped,0,0,5.7,1,10,8,11,0,1,1,1,1,1,0,not_applicable,2024,12,39,heart_failure,36,3,1,2,0,792.0,36.0,1,grid_reliable,19
5257,referral_hospital,O2_0180,urban,313,1,1,1,1,PSA_plant_onsite,0,0,0.2,1,11,2,1,0,1,1,1,1,0,2,demand_surge,2023,2,41,pneumonia_adult,31,10,1,4,0,685.0,30.0,1,grid_unreliable,0
5258,referral_hospital,O2_0069,rural,178,1,1,1,1,cylinder_piped,0,0,2.7,1,6,2,5,0,1,1,1,1,1,0,not_applicable,2023,6,35,pneumonia_adult,24,11,0,2,0,756.0,35.0,1,generator_only,0
5259,referral_hospital,O2_0120,rural,254,1,1,1,1,PSA_plant_onsite,0,0,0.1,1,13,4,16,1,1,1,1,1,1,0,not_applicable,2021,3,39,neonatal_respiratory,33,6,1,2,0,471.0,17.0,1,grid_unreliable,4
5260,referral_hospital,O2_0159,urban,242,1,1,1,1,PSA_plant_onsite,0,0,5.8,1,9,5,4,0,1,1,1,1,1,0,not_applicable,2024,3,38,severe_malaria,28,10,0,3,0,873.0,10.0,1,grid_reliable,12
5261,referral_hospital,O2_0006,urban,188,1,1,1,1,LOX_bulk_tank,0,0,1.3,1,9,2,8,0,1,1,1,1,1,0,not_applicable,2022,5,30,other_hypoxemia,28,2,0,1,0,587.0,5.0,1,grid_unreliable,2
5262,referral_hospital,O2_0168,urban,273,1,1,1,1,PSA_plant_onsite,0,0,7.1,1,11,7,2,1,1,1,1,1,1,0,not_applicable,2023,6,32,neonatal_respiratory,17,15,1,3,0,749.0,6.0,1,grid_reliable,18
5263,referral_hospital,O2_0033,urban,327,1,1,1,1,LOX_bulk_tank,0,0,0.3,1,8,6,1,0,1,1,1,1,0,0,not_applicable,2022,3,38,neonatal_respiratory,36,2,1,0,0,762.0,3.0,1,grid_reliable,1
5264,referral_hospital,O2_0049,peri_urban,282,1,1,1,1,cylinder_portable,0,0,3.4,1,13,3,4,0,1,1,0,1,1,0,not_applicable,2022,5,34,neonatal_respiratory,25,9,0,6,0,754.0,1.0,1,grid_reliable,1
5265,referral_hospital,O2_0016,urban,224,1,1,1,1,cylinder_piped,0,0,9.4,1,6,6,10,0,1,1,0,1,1,0,not_applicable,2024,4,30,trauma,20,10,0,2,0,568.0,2.0,1,grid_unreliable,0
5266,referral_hospital,O2_0064,urban,220,1,1,1,1,cylinder_piped,0,0,4.3,1,9,12,0,0,1,1,1,1,0,0,not_applicable,2022,8,34,neonatal_respiratory,34,0,1,0,0,616.0,1.0,1,generator_only,5
5267,referral_hospital,O2_0085,urban,214,1,1,1,1,LOX_bulk_tank,4,4,4.7,1,2,3,0,0,1,1,1,1,1,0,not_applicable,2022,10,35,neonatal_respiratory,23,12,1,7,0,826.0,3.0,1,none,6
5268,referral_hospital,O2_0025,urban,259,1,1,1,1,LOX_bulk_tank,0,0,0.1,1,10,6,2,0,1,0,0,0,0,1,empty_cylinders_not_collected,2023,7,42,heart_failure,0,42,0,16,0,733.0,33.0,1,grid_unreliable,3
5269,referral_hospital,O2_0103,peri_urban,263,1,1,1,1,LOX_bulk_tank,0,0,4.4,1,8,12,7,0,1,1,1,0,0,7,PSA_plant_breakdown,2024,5,49,asthma_severe,0,49,0,17,14,691.0,15.0,1,grid_unreliable,2
5270,referral_hospital,O2_0171,urban,204,1,1,1,1,cylinder_portable,6,2,2.1,1,7,8,3,0,1,1,0,1,1,0,not_applicable,2022,1,43,pneumonia_child,34,9,1,4,0,807.0,7.0,1,generator_only,1
5271,referral_hospital,O2_0092,rural,289,1,1,1,1,PSA_plant_onsite,0,0,1.5,1,6,3,3,1,1,1,1,0,0,15,power_outage,2023,10,46,severe_malaria,0,46,0,17,16,870.0,26.0,1,grid_unreliable,1
5272,referral_hospital,O2_0147,urban,273,1,1,1,1,cylinder_piped,1,1,0.2,1,8,5,0,0,1,1,1,1,1,0,not_applicable,2022,11,41,neonatal_respiratory,34,7,0,0,0,717.0,9.0,0,grid_reliable,1
5273,referral_hospital,O2_0190,urban,213,1,1,1,1,oxygen_concentrator,5,4,4.5,1,10,3,8,0,1,1,1,1,1,0,not_applicable,2023,11,33,surgical_anaesthesia,24,9,0,1,0,768.0,50.0,0,grid_unreliable,5
5274,referral_hospital,O2_0108,peri_urban,289,1,1,1,1,LOX_bulk_tank,2,1,0.8,1,9,7,0,0,1,1,0,0,0,11,PSA_plant_breakdown,2024,5,38,pneumonia_child,0,38,0,12,3,814.0,14.0,1,grid_reliable,18
5275,referral_hospital,O2_0018,peri_urban,256,1,1,1,1,oxygen_concentrator,3,1,2.2,1,9,7,2,0,1,1,1,1,1,0,not_applicable,2023,3,52,heart_failure,52,0,1,0,0,927.0,4.0,1,generator_only,0
5276,referral_hospital,O2_0015,urban,209,1,1,1,1,cylinder_piped,0,0,2.3,1,7,2,6,0,1,1,1,1,1,0,not_applicable,2022,2,37,COVID19_severe,30,7,1,2,0,953.0,44.0,1,generator_only,1
5277,referral_hospital,O2_0128,peri_urban,206,1,1,1,1,LOX_bulk_tank,0,0,1.1,1,11,5,1,0,1,1,1,1,1,1,funding_for_refill,2022,11,37,COPD_exacerbation,25,12,1,3,0,708.0,5.0,1,grid_unreliable,1
5278,referral_hospital,O2_0017,peri_urban,261,1,1,1,1,oxygen_concentrator,8,7,5.9,1,8,2,2,0,1,1,1,0,0,13,funding_for_refill,2024,8,32,pneumonia_child,0,32,0,9,7,664.0,2.0,1,generator_only,2
5279,referral_hospital,O2_0174,urban,259,1,1,1,1,PSA_plant_onsite,0,0,1.4,1,7,3,6,1,1,1,0,1,1,0,not_applicable,2023,4,36,surgical_anaesthesia,26,10,1,4,0,640.0,8.0,1,grid_unreliable,6
5280,referral_hospital,O2_0017,urban,248,1,1,1,1,cylinder_portable,0,0,2.0,1,12,10,13,0,1,1,1,1,0,0,not_applicable,2024,3,42,pneumonia_child,26,16,1,6,0,859.0,34.0,0,grid_reliable,5
5281,referral_hospital,O2_0073,peri_urban,202,1,1,1,1,cylinder_piped,0,0,0.4,1,10,3,3,0,1,1,1,1,1,0,not_applicable,2024,3,42,pneumonia_child,31,11,0,2,0,764.0,3.0,0,grid_reliable,3
5282,referral_hospital,O2_0124,urban,297,1,1,1,1,LOX_bulk_tank,0,0,2.8,1,7,3,2,0,1,1,1,1,1,0,not_applicable,2021,7,36,COVID19_severe,25,11,0,3,0,1005.0,5.0,1,generator_only,3
5283,referral_hospital,O2_0016,rural,239,1,1,1,1,PSA_plant_onsite,7,5,8.4,1,18,9,0,0,1,0,0,1,1,12,no_oxygen_source,2024,4,40,heart_failure,40,0,1,0,0,891.0,24.0,1,solar,1
5284,referral_hospital,O2_0086,peri_urban,265,1,1,1,1,LOX_bulk_tank,0,0,0.9,1,8,6,9,0,1,1,0,1,0,0,not_applicable,2024,1,49,sepsis,32,17,1,10,0,866.0,19.0,1,grid_reliable,1
5285,referral_hospital,O2_0035,rural,223,1,1,1,1,cylinder_portable,0,0,2.0,1,8,2,2,0,1,1,0,1,1,0,not_applicable,2023,1,35,severe_malaria,29,6,1,2,0,790.0,18.0,1,grid_unreliable,8
5286,referral_hospital,O2_0181,rural,195,1,1,1,1,oxygen_concentrator,5,5,3.3,1,4,3,2,0,1,1,1,0,0,2,cylinder_delivery_delay,2024,6,38,neonatal_respiratory,0,38,0,14,9,657.0,6.0,0,grid_reliable,4
5287,referral_hospital,O2_0188,rural,328,1,1,1,1,PSA_plant_onsite,0,0,0.3,1,7,2,2,1,1,1,1,1,1,0,not_applicable,2024,6,37,sepsis,32,5,0,1,0,846.0,4.0,1,grid_reliable,3
5288,referral_hospital,O2_0103,rural,279,1,1,1,1,LOX_bulk_tank,0,0,0.0,1,9,9,2,0,1,1,1,1,0,0,not_applicable,2024,11,37,COPD_exacerbation,31,6,1,1,0,766.0,21.0,1,grid_unreliable,1
5289,referral_hospital,O2_0148,urban,303,1,1,1,1,cylinder_piped,4,3,2.6,1,11,2,5,0,1,1,0,1,1,0,not_applicable,2022,12,39,pneumonia_adult,26,13,1,5,0,1153.0,28.0,1,grid_reliable,2
5290,referral_hospital,O2_0188,urban,274,1,1,1,1,cylinder_piped,0,0,3.6,1,12,5,9,0,1,1,1,1,1,0,not_applicable,2024,1,37,pneumonia_child,36,1,1,0,0,1066.0,80.0,1,grid_reliable,9
5291,referral_hospital,O2_0175,rural,295,1,1,1,1,cylinder_piped,0,0,0.3,1,5,5,4,0,1,1,1,1,1,0,not_applicable,2023,6,43,pneumonia_adult,17,26,1,14,0,442.0,1.0,0,solar,0
5292,referral_hospital,O2_0029,urban,175,1,1,1,1,cylinder_piped,0,0,1.9,1,9,3,10,0,1,1,1,1,1,0,not_applicable,2024,1,47,asthma_severe,47,0,0,0,0,652.0,15.0,1,grid_unreliable,1
5293,referral_hospital,O2_0074,peri_urban,267,1,1,1,1,PSA_plant_onsite,0,0,1.1,1,9,5,4,1,1,1,0,1,1,0,not_applicable,2022,2,33,asthma_severe,23,10,1,3,0,591.0,2.0,1,grid_reliable,1
5294,referral_hospital,O2_0070,urban,204,1,1,1,1,LOX_bulk_tank,0,0,8.2,1,6,5,2,0,1,1,0,1,1,3,demand_surge,2022,2,43,severe_malaria,26,17,1,3,0,542.0,16.0,1,grid_reliable,4
5295,referral_hospital,O2_0020,urban,224,1,1,1,1,oxygen_concentrator,7,5,2.7,1,15,8,4,0,1,1,1,1,0,0,not_applicable,2022,5,47,COPD_exacerbation,40,7,0,4,0,1187.0,5.0,1,grid_unreliable,5
5296,referral_hospital,O2_0095,rural,268,1,1,1,1,cylinder_piped,0,0,0.4,1,15,4,8,0,1,1,1,1,1,0,not_applicable,2022,5,43,pneumonia_child,38,5,1,0,0,841.0,1.0,1,solar,3
5297,referral_hospital,O2_0137,rural,295,1,1,1,1,cylinder_piped,3,2,0.7,1,9,5,2,0,1,1,1,1,1,0,not_applicable,2022,4,44,sepsis,33,11,1,3,0,752.0,8.0,1,none,0
5298,referral_hospital,O2_0047,urban,221,1,1,1,1,LOX_bulk_tank,0,0,2.2,1,10,4,0,0,1,1,1,1,1,0,not_applicable,2022,6,50,neonatal_respiratory,31,19,1,4,0,997.0,5.0,1,grid_unreliable,0
5299,referral_hospital,O2_0119,urban,330,1,1,1,1,PSA_plant_onsite,0,0,4.3,1,13,2,1,0,1,1,1,1,1,0,not_applicable,2024,12,41,pneumonia_child,40,1,1,0,0,626.0,11.0,1,grid_unreliable,0
5300,referral_hospital,O2_0089,urban,259,1,1,1,1,LOX_bulk_tank,0,0,3.1,1,8,2,0,0,1,1,0,1,1,0,not_applicable,2022,4,35,neonatal_respiratory,21,14,0,3,0,716.0,13.0,1,solar,5
5301,referral_hospital,O2_0065,urban,317,1,1,1,1,LOX_bulk_tank,0,0,2.8,1,14,4,8,0,1,1,1,1,1,0,not_applicable,2024,7,30,other_hypoxemia,22,8,1,1,0,536.0,13.0,1,grid_unreliable,5
5302,referral_hospital,O2_0075,peri_urban,257,1,1,1,1,oxygen_concentrator,5,2,5.8,1,16,6,0,0,1,1,1,1,1,0,not_applicable,2023,1,32,pneumonia_adult,25,7,0,4,0,839.0,7.0,1,none,5
5303,referral_hospital,O2_0066,peri_urban,244,1,1,1,1,LOX_bulk_tank,4,2,5.3,1,12,5,3,0,1,1,1,1,1,0,not_applicable,2023,12,31,pneumonia_child,27,4,1,1,0,882.0,10.0,1,grid_unreliable,6
5304,referral_hospital,O2_0008,urban,251,1,1,1,1,oxygen_concentrator,4,2,2.6,1,10,5,6,0,1,1,1,1,1,0,not_applicable,2024,8,37,trauma,33,4,0,1,0,597.0,58.0,0,generator_only,4
5305,referral_hospital,O2_0100,urban,240,1,1,1,1,oxygen_concentrator,7,6,0.4,1,10,5,1,0,1,0,0,1,1,0,not_applicable,2023,10,37,surgical_anaesthesia,32,5,1,2,0,961.0,6.0,1,grid_reliable,1
5306,referral_hospital,O2_0016,urban,268,1,1,1,1,oxygen_concentrator,7,5,4.0,1,9,6,0,0,1,1,0,0,0,8,power_outage,2021,10,31,pneumonia_adult,0,31,0,10,3,789.0,14.0,0,generator_only,9
5307,referral_hospital,O2_0041,urban,244,1,1,1,1,oxygen_concentrator,2,1,0.6,1,13,8,1,0,1,1,1,1,1,0,not_applicable,2022,8,40,pneumonia_child,33,7,1,1,0,782.0,52.0,1,grid_unreliable,26
5308,referral_hospital,O2_0151,peri_urban,201,1,1,1,1,PSA_plant_onsite,0,0,4.2,1,7,8,7,1,1,1,1,1,0,0,not_applicable,2023,8,38,trauma,22,16,1,6,0,632.0,16.0,1,none,0
5309,referral_hospital,O2_0058,rural,245,1,1,1,1,cylinder_piped,0,0,3.6,1,11,9,1,0,1,1,1,0,0,5,power_outage,2024,4,37,sepsis,0,37,0,12,24,680.0,4.0,0,grid_reliable,0
5310,referral_hospital,O2_0131,rural,148,1,1,1,1,LOX_bulk_tank,0,0,0.9,1,11,2,4,0,1,1,1,1,0,0,not_applicable,2023,11,39,neonatal_respiratory,28,11,1,2,0,675.0,6.0,1,none,8
5311,referral_hospital,O2_0043,rural,272,1,1,1,1,PSA_plant_onsite,0,0,5.0,1,6,1,0,1,1,1,1,1,1,0,not_applicable,2023,5,38,pneumonia_adult,28,10,1,2,0,782.0,17.0,1,grid_unreliable,6
5312,referral_hospital,O2_0122,peri_urban,298,1,1,1,1,cylinder_piped,0,0,4.8,1,8,6,6,0,1,1,1,1,0,0,not_applicable,2024,2,39,asthma_severe,28,11,1,2,0,623.0,3.0,1,grid_reliable,4
5313,referral_hospital,O2_0079,urban,270,1,1,1,1,cylinder_piped,0,0,2.6,1,9,4,10,0,1,0,0,1,1,0,not_applicable,2023,5,39,sepsis,36,3,1,0,0,723.0,11.0,1,grid_unreliable,0
5314,referral_hospital,O2_0142,urban,271,1,1,1,1,oxygen_concentrator,4,2,1.0,1,11,6,2,0,1,1,1,1,0,0,not_applicable,2022,7,44,COVID19_severe,37,7,1,2,0,1014.0,24.0,1,grid_reliable,1
5315,referral_hospital,O2_0131,urban,241,1,1,1,1,oxygen_concentrator,4,2,1.1,1,6,8,5,0,1,1,1,1,1,7,regulator_valve_failure,2021,7,36,COPD_exacerbation,28,8,1,3,0,723.0,17.0,1,none,0
5316,referral_hospital,O2_0193,urban,142,1,1,1,1,PSA_plant_onsite,3,2,6.9,1,11,2,5,0,1,1,1,1,1,1,funding_for_refill,2024,6,31,sepsis,24,7,1,2,0,905.0,7.0,1,grid_unreliable,3
5317,referral_hospital,O2_0137,urban,233,1,1,1,1,LOX_bulk_tank,0,0,9.6,1,12,7,5,0,1,1,1,1,1,0,not_applicable,2022,6,31,sepsis,31,0,1,0,0,820.0,27.0,1,generator_only,4
5318,referral_hospital,O2_0018,urban,219,1,1,1,1,cylinder_piped,0,0,0.1,1,7,2,0,0,1,1,1,0,0,8,PSA_plant_breakdown,2024,3,36,pneumonia_child,0,36,0,11,15,917.0,5.0,1,grid_unreliable,6
5319,referral_hospital,O2_0041,urban,287,1,1,1,1,LOX_bulk_tank,0,0,0.5,1,13,3,5,0,1,1,1,1,1,0,not_applicable,2021,4,48,COVID19_severe,48,0,0,0,0,464.0,12.0,1,solar,0
5320,referral_hospital,O2_0188,rural,213,1,1,1,1,cylinder_portable,0,0,3.4,1,7,5,5,0,1,1,0,0,0,16,power_outage,2023,5,42,pneumonia_child,0,42,0,13,3,992.0,5.0,1,grid_reliable,6
5321,referral_hospital,O2_0147,peri_urban,255,1,1,1,1,cylinder_piped,0,0,3.9,1,11,4,5,0,1,1,1,1,1,0,not_applicable,2023,5,35,COVID19_severe,35,0,1,0,0,979.0,16.0,1,generator_only,2
5322,referral_hospital,O2_0065,urban,203,1,1,1,1,LOX_bulk_tank,0,0,1.8,1,11,3,1,0,1,1,1,1,1,0,not_applicable,2021,2,35,asthma_severe,34,1,1,0,0,699.0,31.0,1,solar,1
5323,referral_hospital,O2_0136,rural,212,1,1,1,1,PSA_plant_onsite,0,0,1.3,1,6,7,17,1,1,1,1,1,1,0,not_applicable,2022,10,45,COPD_exacerbation,39,6,0,3,0,735.0,5.0,1,grid_reliable,8
5324,referral_hospital,O2_0100,peri_urban,304,1,1,1,1,PSA_plant_onsite,0,0,2.1,1,12,7,4,1,1,1,1,1,1,0,not_applicable,2024,10,40,pneumonia_adult,33,7,0,4,0,863.0,11.0,1,grid_reliable,7
5325,referral_hospital,O2_0186,rural,145,1,1,1,1,PSA_plant_onsite,0,0,3.9,1,12,6,4,0,1,1,0,1,0,0,not_applicable,2024,10,40,neonatal_respiratory,36,4,1,1,0,719.0,10.0,1,grid_unreliable,15
5326,referral_hospital,O2_0025,urban,181,1,1,1,1,cylinder_piped,0,0,8.6,1,8,7,0,0,1,1,1,0,0,1,funding_for_refill,2021,8,31,heart_failure,0,31,0,16,9,882.0,18.0,1,grid_unreliable,9
5327,referral_hospital,O2_0037,urban,274,1,1,1,1,cylinder_piped,0,0,0.7,1,10,3,5,0,1,1,1,1,1,0,not_applicable,2021,4,45,COPD_exacerbation,42,3,0,1,0,811.0,15.0,0,grid_reliable,2
5328,referral_hospital,O2_0167,peri_urban,240,1,1,1,1,LOX_bulk_tank,0,0,1.0,1,9,7,9,0,1,1,0,1,0,14,PSA_plant_breakdown,2024,8,47,COVID19_severe,47,0,0,0,0,991.0,13.0,1,generator_only,15
5329,referral_hospital,O2_0061,urban,221,1,1,1,1,cylinder_piped,4,2,0.9,1,10,5,14,0,1,1,0,1,0,4,PSA_plant_breakdown,2023,4,32,other_hypoxemia,25,7,0,1,0,661.0,5.0,1,grid_unreliable,4
5330,referral_hospital,O2_0182,urban,212,1,1,1,1,LOX_bulk_tank,6,6,1.1,1,10,1,1,0,1,1,1,0,0,30,power_outage,2023,6,40,pneumonia_child,0,40,0,14,4,698.0,9.0,1,grid_unreliable,2
5331,referral_hospital,O2_0045,rural,247,1,1,1,1,cylinder_portable,0,0,0.3,1,12,4,0,0,1,1,0,1,1,0,not_applicable,2023,8,36,trauma,28,8,1,2,0,1020.0,3.0,1,grid_reliable,6
5332,referral_hospital,O2_0058,peri_urban,322,1,1,1,1,cylinder_piped,0,0,0.1,1,12,3,2,0,1,1,1,0,0,30,supplier_stockout,2022,2,39,pneumonia_adult,0,39,0,10,16,872.0,12.0,1,grid_unreliable,2
5333,referral_hospital,O2_0080,urban,264,1,1,1,1,oxygen_concentrator,4,1,0.7,1,10,10,1,0,1,0,0,0,0,13,concentrator_malfunction,2024,11,40,surgical_anaesthesia,0,40,0,13,16,662.0,9.0,0,grid_unreliable,9
5334,referral_hospital,O2_0100,peri_urban,248,1,1,1,1,cylinder_portable,0,0,1.9,1,12,4,0,0,1,1,0,1,1,0,not_applicable,2024,6,38,neonatal_respiratory,26,12,1,7,0,975.0,4.0,1,grid_reliable,1
5335,referral_hospital,O2_0153,urban,266,1,1,1,1,PSA_plant_onsite,5,4,2.2,1,11,5,3,1,1,1,1,1,1,0,not_applicable,2021,1,35,pneumonia_adult,34,1,0,0,0,788.0,18.0,0,grid_reliable,2
5336,referral_hospital,O2_0031,urban,214,1,1,1,1,oxygen_concentrator,5,2,2.5,1,11,3,1,0,1,0,0,0,0,13,demand_surge,2024,9,42,COPD_exacerbation,0,42,0,18,13,821.0,10.0,1,grid_reliable,4
5337,referral_hospital,O2_0108,peri_urban,256,1,1,1,1,PSA_plant_onsite,0,0,1.8,1,7,7,2,0,1,1,1,0,0,7,demand_surge,2023,5,40,neonatal_respiratory,0,40,0,14,19,735.0,11.0,1,grid_reliable,4
5338,referral_hospital,O2_0104,urban,376,1,1,1,1,LOX_bulk_tank,0,0,3.9,1,8,4,11,0,1,0,0,0,0,12,PSA_plant_breakdown,2022,3,29,pneumonia_child,0,29,0,9,7,698.0,0.0,0,grid_reliable,5
5339,referral_hospital,O2_0159,rural,326,1,1,1,1,oxygen_concentrator,5,3,1.2,1,9,7,0,0,1,0,0,1,1,0,not_applicable,2024,5,43,pneumonia_adult,35,8,1,3,0,878.0,8.0,1,grid_reliable,10
5340,referral_hospital,O2_0149,urban,208,1,1,1,1,oxygen_concentrator,2,1,2.0,1,2,4,2,0,1,0,0,1,1,0,not_applicable,2023,5,42,heart_failure,39,3,1,0,0,834.0,13.0,1,generator_only,9
5341,referral_hospital,O2_0111,rural,295,1,1,1,1,PSA_plant_onsite,0,0,4.6,1,8,1,1,0,1,1,0,0,0,8,empty_cylinders_not_collected,2022,9,33,pneumonia_adult,0,33,0,8,6,823.0,3.0,1,grid_reliable,0
5342,referral_hospital,O2_0187,rural,203,1,1,1,1,oxygen_concentrator,4,3,4.0,1,11,4,4,0,1,1,1,1,1,0,not_applicable,2023,8,52,neonatal_respiratory,42,10,1,3,0,784.0,33.0,1,grid_unreliable,5
5343,referral_hospital,O2_0193,urban,189,1,1,1,1,oxygen_concentrator,4,2,4.5,1,12,3,2,0,1,0,0,1,1,0,not_applicable,2023,6,47,COVID19_severe,39,8,1,3,0,773.0,18.0,1,grid_reliable,0
5344,referral_hospital,O2_0082,urban,184,1,1,1,1,PSA_plant_onsite,0,0,0.1,1,11,2,4,1,1,1,1,1,1,0,not_applicable,2022,3,39,pneumonia_child,22,17,1,8,0,1010.0,22.0,0,grid_reliable,0
5345,referral_hospital,O2_0004,urban,223,1,1,1,1,cylinder_piped,0,0,2.6,1,6,6,16,0,1,0,0,1,1,0,not_applicable,2022,7,47,trauma,31,16,1,5,0,774.0,5.0,1,grid_reliable,0
5346,referral_hospital,O2_0132,rural,265,1,1,1,1,cylinder_portable,0,0,1.7,1,6,6,8,0,1,0,0,1,1,0,not_applicable,2022,7,40,trauma,40,0,1,0,0,855.0,9.0,1,grid_reliable,1
5347,referral_hospital,O2_0004,urban,212,1,1,1,1,cylinder_piped,0,0,0.5,1,13,3,2,0,1,0,0,1,1,0,not_applicable,2022,9,33,asthma_severe,23,10,1,3,0,997.0,6.0,1,grid_unreliable,2
5348,referral_hospital,O2_0040,urban,233,1,1,1,1,LOX_bulk_tank,0,0,2.6,1,12,4,5,0,1,1,1,1,1,0,not_applicable,2021,9,39,pneumonia_child,39,0,1,0,0,883.0,4.0,1,none,13
5349,referral_hospital,O2_0115,urban,305,1,1,1,1,cylinder_piped,0,0,1.3,1,11,6,0,0,1,1,0,1,1,0,not_applicable,2022,5,46,COPD_exacerbation,28,18,1,3,0,717.0,2.0,0,grid_reliable,3
5350,referral_hospital,O2_0166,peri_urban,259,1,1,1,1,PSA_plant_onsite,0,0,3.5,1,17,5,5,0,1,1,1,1,1,0,not_applicable,2021,9,39,neonatal_respiratory,35,4,1,0,0,993.0,4.0,1,grid_reliable,14
5351,referral_hospital,O2_0122,rural,199,1,1,1,1,PSA_plant_onsite,0,0,3.0,1,8,7,0,0,1,0,0,1,1,11,empty_cylinders_not_collected,2022,1,25,pneumonia_adult,17,8,0,4,0,520.0,28.0,1,grid_reliable,5
5352,referral_hospital,O2_0167,rural,277,1,1,1,1,LOX_bulk_tank,0,0,0.1,1,14,7,2,0,1,1,0,1,1,0,not_applicable,2023,3,34,pneumonia_adult,32,2,0,1,0,1016.0,3.0,1,grid_unreliable,10
5353,referral_hospital,O2_0035,rural,234,1,1,1,1,LOX_bulk_tank,0,0,1.8,1,13,6,2,0,1,1,1,1,1,0,not_applicable,2024,2,34,COPD_exacerbation,25,9,1,3,0,794.0,1.0,1,grid_reliable,3
5354,referral_hospital,O2_0096,rural,254,1,1,1,1,PSA_plant_onsite,0,0,2.3,1,12,5,4,0,1,1,0,1,1,0,not_applicable,2022,12,33,trauma,33,0,0,0,0,835.0,14.0,1,generator_only,17
5355,referral_hospital,O2_0005,peri_urban,248,1,1,1,1,cylinder_piped,0,0,0.4,1,9,6,10,0,1,1,1,1,1,0,not_applicable,2022,11,33,pneumonia_adult,33,0,1,0,0,883.0,18.0,1,solar,1
5356,referral_hospital,O2_0025,peri_urban,258,1,1,1,1,PSA_plant_onsite,0,0,2.3,1,9,6,6,0,1,1,1,1,1,0,not_applicable,2023,3,34,neonatal_respiratory,33,1,1,1,0,771.0,19.0,0,grid_reliable,1
5357,referral_hospital,O2_0188,urban,280,1,1,1,1,LOX_bulk_tank,0,0,0.9,1,14,3,7,0,1,1,1,1,0,0,not_applicable,2024,7,40,COVID19_severe,22,18,1,6,0,796.0,3.0,0,grid_unreliable,0
5358,referral_hospital,O2_0088,peri_urban,193,1,1,1,1,cylinder_piped,0,0,1.0,1,8,6,3,0,1,1,1,1,1,0,not_applicable,2022,8,36,COVID19_severe,29,7,1,2,0,448.0,21.0,0,grid_reliable,3
5359,referral_hospital,O2_0095,urban,267,1,1,1,1,oxygen_concentrator,9,8,0.4,1,11,4,1,0,1,1,1,1,1,0,not_applicable,2022,12,37,neonatal_respiratory,20,17,0,5,0,839.0,2.0,1,grid_reliable,3
5360,referral_hospital,O2_0101,urban,166,1,1,1,1,PSA_plant_onsite,0,0,12.9,1,13,6,0,0,1,1,0,1,1,0,not_applicable,2023,1,42,COVID19_severe,30,12,1,2,0,764.0,9.0,1,grid_unreliable,1
5361,referral_hospital,O2_0148,urban,316,1,1,1,1,oxygen_concentrator,7,4,0.1,1,11,2,18,0,1,1,1,1,0,0,not_applicable,2024,2,39,asthma_severe,22,17,1,6,0,923.0,24.0,1,solar,4
5362,referral_hospital,O2_0145,urban,277,1,1,1,1,PSA_plant_onsite,0,0,2.0,1,9,8,1,1,1,1,1,1,1,0,not_applicable,2021,3,38,pneumonia_child,35,3,0,0,0,562.0,30.0,1,grid_unreliable,3
5363,referral_hospital,O2_0122,urban,274,1,1,1,1,PSA_plant_onsite,4,1,0.4,1,11,2,1,0,1,1,0,1,1,0,not_applicable,2022,11,37,trauma,27,10,1,2,0,461.0,14.0,1,none,3
5364,referral_hospital,O2_0034,peri_urban,310,1,1,1,1,cylinder_piped,0,0,2.6,1,13,3,6,0,1,1,1,0,0,6,piping_system_leak,2024,11,37,pneumonia_adult,0,37,0,10,19,871.0,17.0,0,grid_reliable,1
5365,referral_hospital,O2_0150,peri_urban,211,1,1,1,1,LOX_bulk_tank,0,0,3.6,1,13,4,26,0,1,1,1,1,1,0,not_applicable,2021,12,35,COVID19_severe,32,3,0,0,0,937.0,31.0,1,grid_unreliable,3
5366,referral_hospital,O2_0192,urban,312,1,1,1,1,LOX_bulk_tank,0,0,2.7,1,13,5,0,0,1,1,0,1,1,1,empty_cylinders_not_collected,2023,12,41,pneumonia_child,35,6,1,1,0,747.0,14.0,1,grid_reliable,1
5367,referral_hospital,O2_0102,rural,216,1,1,1,1,PSA_plant_onsite,0,0,6.9,1,6,5,7,1,1,1,1,1,0,0,not_applicable,2024,1,41,severe_malaria,21,20,1,6,0,1016.0,10.0,1,generator_only,12
5368,referral_hospital,O2_0193,peri_urban,101,1,1,1,1,PSA_plant_onsite,0,0,0.4,1,8,4,3,1,1,1,0,1,0,0,not_applicable,2023,5,31,heart_failure,25,6,0,1,0,838.0,20.0,1,grid_unreliable,4
5369,referral_hospital,O2_0178,rural,306,1,1,1,1,PSA_plant_onsite,0,0,2.3,1,7,7,6,0,1,1,1,0,0,5,cylinder_delivery_delay,2023,1,35,COVID19_severe,0,35,0,13,5,795.0,8.0,1,grid_unreliable,5
5370,referral_hospital,O2_0074,urban,277,1,1,1,1,LOX_bulk_tank,0,0,0.5,1,14,4,4,0,1,1,1,1,1,0,not_applicable,2024,6,41,asthma_severe,30,11,1,4,0,870.0,36.0,1,grid_unreliable,1
5371,referral_hospital,O2_0179,urban,205,1,1,1,1,PSA_plant_onsite,0,0,1.8,1,9,2,4,1,1,1,0,1,1,0,not_applicable,2023,4,54,COVID19_severe,50,4,0,1,0,772.0,22.0,0,grid_unreliable,1
5372,referral_hospital,O2_0141,peri_urban,305,1,1,1,1,LOX_bulk_tank,0,0,1.5,1,6,3,0,0,1,0,0,0,0,5,funding_for_refill,2023,3,48,severe_malaria,0,48,0,7,14,585.0,2.0,1,grid_unreliable,6
5373,referral_hospital,O2_0171,peri_urban,280,1,1,1,1,LOX_bulk_tank,0,0,0.9,1,6,2,3,0,1,1,1,0,0,30,demand_surge,2021,11,33,pneumonia_adult,0,33,0,17,6,905.0,24.0,1,solar,5
5374,referral_hospital,O2_0036,urban,263,1,1,1,1,oxygen_concentrator,4,2,2.6,1,7,13,12,0,1,1,1,1,0,10,concentrator_malfunction,2023,1,42,neonatal_respiratory,32,10,1,3,0,721.0,16.0,1,grid_unreliable,0
5375,referral_hospital,O2_0139,peri_urban,267,1,1,1,1,LOX_bulk_tank,0,0,0.0,1,5,4,2,0,1,1,0,0,0,30,empty_cylinders_not_collected,2024,5,39,severe_malaria,0,39,0,20,15,552.0,16.0,0,grid_reliable,0
5376,referral_hospital,O2_0015,peri_urban,286,1,1,1,1,PSA_plant_onsite,0,0,0.6,1,13,3,0,0,1,0,0,1,1,2,power_outage,2024,7,45,pneumonia_child,45,0,1,0,0,670.0,9.0,0,generator_only,4
5377,referral_hospital,O2_0113,urban,181,1,1,1,1,PSA_plant_onsite,0,0,2.5,1,9,4,4,0,1,1,1,0,0,30,piping_system_leak,2022,6,49,surgical_anaesthesia,0,49,0,16,14,699.0,15.0,1,grid_unreliable,2
5378,referral_hospital,O2_0113,urban,246,1,1,1,1,oxygen_concentrator,3,1,27.6,1,6,7,2,0,1,1,1,1,0,0,not_applicable,2022,12,51,pneumonia_child,31,20,1,5,0,520.0,5.0,1,grid_unreliable,1
5379,referral_hospital,O2_0021,urban,248,1,1,1,1,LOX_bulk_tank,0,0,9.3,1,8,6,0,0,1,1,1,1,0,0,not_applicable,2024,5,48,COPD_exacerbation,37,11,1,2,0,850.0,39.0,1,generator_only,7
5380,referral_hospital,O2_0028,urban,263,1,1,1,1,cylinder_piped,6,6,3.7,1,12,1,1,0,1,1,1,0,0,2,power_outage,2022,3,44,neonatal_respiratory,0,44,0,14,23,1026.0,9.0,1,grid_unreliable,5
5381,referral_hospital,O2_0175,peri_urban,224,1,1,1,1,LOX_bulk_tank,1,0,2.3,1,8,5,0,0,1,1,1,1,1,0,not_applicable,2022,2,31,trauma,27,4,1,1,0,861.0,18.0,1,generator_only,9
5382,referral_hospital,O2_0111,peri_urban,276,1,1,1,1,LOX_bulk_tank,0,0,0.4,1,15,8,5,0,1,1,1,1,1,0,not_applicable,2023,6,39,pneumonia_adult,29,10,1,4,0,821.0,0.0,0,solar,11
5383,referral_hospital,O2_0142,urban,246,1,1,1,1,PSA_plant_onsite,0,0,3.9,1,10,8,6,0,1,1,1,1,1,0,not_applicable,2022,8,51,surgical_anaesthesia,32,19,1,8,0,830.0,39.0,1,grid_unreliable,0
5384,referral_hospital,O2_0076,urban,230,1,1,1,1,PSA_plant_onsite,4,1,4.4,1,3,2,4,0,1,1,0,1,0,0,not_applicable,2023,8,42,sepsis,34,8,1,4,0,654.0,3.0,1,grid_reliable,6
5385,referral_hospital,O2_0172,rural,268,1,1,1,1,LOX_bulk_tank,0,0,2.0,1,5,2,3,0,1,1,1,1,1,0,not_applicable,2021,2,39,surgical_anaesthesia,26,13,1,3,0,888.0,27.0,1,solar,5
5386,referral_hospital,O2_0022,urban,269,1,1,1,1,cylinder_piped,0,0,1.4,1,13,6,4,0,1,1,1,1,1,0,not_applicable,2022,9,46,trauma,32,14,1,7,0,661.0,29.0,0,solar,20
5387,referral_hospital,O2_0108,peri_urban,274,1,1,1,1,LOX_bulk_tank,0,0,0.9,1,16,5,2,0,1,1,1,1,1,0,not_applicable,2021,9,34,COVID19_severe,28,6,1,1,0,709.0,18.0,1,grid_unreliable,1
5388,referral_hospital,O2_0072,urban,241,1,1,1,1,PSA_plant_onsite,0,0,1.9,1,15,3,16,1,1,1,1,1,0,0,not_applicable,2024,2,45,trauma,32,13,1,5,0,675.0,15.0,1,grid_reliable,0
5389,referral_hospital,O2_0085,urban,216,1,1,1,1,LOX_bulk_tank,0,0,4.3,1,10,5,8,0,1,1,1,1,1,0,not_applicable,2021,4,33,other_hypoxemia,30,3,1,1,0,790.0,2.0,0,grid_reliable,1
5390,referral_hospital,O2_0199,urban,276,1,1,1,1,cylinder_piped,0,0,0.7,1,10,4,15,0,1,0,0,1,0,0,not_applicable,2022,10,35,COPD_exacerbation,27,8,1,3,0,892.0,8.0,1,generator_only,2
5391,referral_hospital,O2_0119,rural,295,1,1,1,1,cylinder_portable,9,6,0.6,1,10,1,1,0,1,1,1,1,1,0,not_applicable,2021,12,40,heart_failure,27,13,1,4,0,826.0,9.0,1,solar,27
5392,referral_hospital,O2_0110,urban,235,1,1,1,1,LOX_bulk_tank,10,8,0.9,1,8,6,0,0,1,1,0,0,0,8,funding_for_refill,2023,10,37,pneumonia_adult,0,37,0,12,4,691.0,9.0,1,grid_reliable,0
5393,referral_hospital,O2_0021,rural,344,1,1,1,1,LOX_bulk_tank,0,0,0.4,1,8,4,3,0,1,1,1,1,1,0,not_applicable,2024,2,38,sepsis,29,9,1,2,0,927.0,3.0,1,grid_unreliable,3
5394,referral_hospital,O2_0002,urban,240,1,1,1,1,PSA_plant_onsite,0,0,1.4,1,10,2,1,0,1,1,1,1,1,0,not_applicable,2023,2,41,neonatal_respiratory,33,8,1,4,0,795.0,4.0,1,grid_unreliable,1
5395,referral_hospital,O2_0114,rural,238,1,1,1,1,LOX_bulk_tank,0,0,0.8,1,9,7,1,0,1,1,1,1,0,0,not_applicable,2023,4,34,severe_malaria,29,5,1,0,0,900.0,2.0,1,grid_reliable,12
5396,referral_hospital,O2_0194,peri_urban,218,1,1,1,1,oxygen_concentrator,3,2,6.3,1,14,1,0,0,1,1,1,1,1,0,not_applicable,2023,8,42,neonatal_respiratory,34,8,0,4,0,1063.0,56.0,1,grid_reliable,0
5397,referral_hospital,O2_0113,urban,240,1,1,1,1,PSA_plant_onsite,0,0,3.8,1,5,10,3,0,1,1,1,1,0,0,not_applicable,2024,7,34,COPD_exacerbation,28,6,0,2,0,725.0,30.0,1,grid_reliable,4
5398,referral_hospital,O2_0062,urban,277,1,1,1,1,LOX_bulk_tank,0,0,1.5,1,5,1,1,0,1,0,0,1,0,0,not_applicable,2022,8,33,COPD_exacerbation,25,8,1,2,0,868.0,27.0,0,grid_unreliable,1
5399,referral_hospital,O2_0121,urban,268,1,1,1,1,oxygen_concentrator,9,8,8.6,1,13,10,2,0,1,1,0,1,1,6,cylinder_delivery_delay,2024,2,41,COPD_exacerbation,28,13,0,3,0,805.0,64.0,1,solar,10
5400,referral_hospital,O2_0132,rural,340,1,1,1,1,cylinder_portable,0,0,2.2,1,10,6,8,0,1,1,1,1,1,0,not_applicable,2022,5,42,asthma_severe,31,11,0,0,0,477.0,10.0,1,generator_only,7
5401,referral_hospital,O2_0137,urban,245,1,1,1,1,oxygen_concentrator,4,4,1.0,1,11,8,14,0,1,1,1,1,1,0,not_applicable,2022,9,46,pneumonia_child,30,16,1,4,0,706.0,14.0,1,grid_unreliable,4
5402,referral_hospital,O2_0009,urban,294,1,1,1,1,LOX_bulk_tank,0,0,8.6,1,8,3,0,0,1,1,0,1,1,0,not_applicable,2023,5,45,pneumonia_child,34,11,1,2,0,599.0,14.0,1,grid_reliable,4
5403,referral_hospital,O2_0069,rural,250,1,1,1,1,PSA_plant_onsite,0,0,5.4,1,6,3,3,1,1,1,1,1,1,0,not_applicable,2023,1,42,COPD_exacerbation,41,1,1,1,0,926.0,3.0,1,generator_only,3
5404,referral_hospital,O2_0052,peri_urban,182,1,1,1,1,cylinder_piped,0,0,2.0,1,6,3,6,0,1,1,1,1,1,0,not_applicable,2023,10,39,pneumonia_child,30,9,0,2,0,646.0,3.0,1,generator_only,4
5405,referral_hospital,O2_0117,urban,248,1,1,1,1,cylinder_portable,0,0,7.4,1,7,3,0,0,1,1,1,1,1,0,not_applicable,2024,5,48,neonatal_respiratory,45,3,0,0,0,885.0,29.0,1,grid_reliable,1
5406,referral_hospital,O2_0016,urban,269,1,1,1,1,cylinder_piped,0,0,4.3,1,15,4,1,0,1,1,1,1,1,0,not_applicable,2022,12,47,COPD_exacerbation,37,10,1,2,0,612.0,46.0,1,grid_reliable,0
5407,referral_hospital,O2_0155,peri_urban,215,1,1,1,1,cylinder_piped,0,0,2.2,1,8,3,1,0,1,1,1,1,1,0,not_applicable,2023,12,40,severe_malaria,27,13,1,2,0,925.0,10.0,1,generator_only,0
5408,referral_hospital,O2_0086,peri_urban,226,1,1,1,1,PSA_plant_onsite,8,7,2.4,1,10,5,0,1,1,1,1,1,1,0,not_applicable,2023,5,30,other_hypoxemia,30,0,1,0,0,861.0,5.0,1,grid_unreliable,4
5409,referral_hospital,O2_0025,urban,291,1,1,1,1,LOX_bulk_tank,0,0,1.2,1,14,4,2,0,1,1,1,1,0,0,not_applicable,2024,7,35,pneumonia_adult,28,7,1,2,0,464.0,6.0,1,generator_only,5
5410,referral_hospital,O2_0042,rural,206,1,1,1,1,LOX_bulk_tank,2,1,2.2,1,9,2,0,0,1,0,0,0,0,14,demand_surge,2023,8,33,other_hypoxemia,0,33,0,8,12,663.0,31.0,1,solar,1
5411,referral_hospital,O2_0034,peri_urban,252,1,1,1,1,PSA_plant_onsite,2,1,2.7,1,10,8,2,0,1,1,1,1,1,0,not_applicable,2023,10,42,COVID19_severe,42,0,1,0,0,1004.0,5.0,1,grid_reliable,0
5412,referral_hospital,O2_0130,peri_urban,227,1,1,1,1,cylinder_portable,0,0,0.6,1,10,8,1,0,1,1,1,0,0,15,power_outage,2022,7,41,pneumonia_child,0,41,0,13,16,698.0,1.0,1,generator_only,1
5413,referral_hospital,O2_0113,urban,234,1,1,1,1,cylinder_piped,5,3,1.9,1,17,7,5,0,1,1,0,1,0,1,PSA_plant_breakdown,2022,8,44,trauma,28,16,1,9,0,814.0,2.0,0,grid_unreliable,10
5414,referral_hospital,O2_0056,peri_urban,249,1,1,1,1,cylinder_portable,0,0,1.3,1,8,5,2,0,1,0,0,1,1,0,not_applicable,2024,7,43,surgical_anaesthesia,37,6,1,1,0,875.0,37.0,1,grid_unreliable,4
5415,referral_hospital,O2_0123,peri_urban,229,1,1,1,1,cylinder_piped,0,0,3.9,1,6,6,2,0,1,1,1,1,1,0,not_applicable,2022,11,35,sepsis,26,9,1,5,0,574.0,43.0,1,grid_reliable,0
5416,referral_hospital,O2_0176,peri_urban,206,1,1,1,1,PSA_plant_onsite,0,0,0.9,1,8,4,2,0,1,0,0,1,0,0,not_applicable,2024,12,38,pneumonia_adult,32,6,0,1,0,639.0,3.0,1,solar,0
5417,referral_hospital,O2_0014,urban,169,1,1,1,1,PSA_plant_onsite,8,8,2.2,1,9,6,3,1,1,1,0,1,1,0,not_applicable,2023,6,37,COVID19_severe,24,13,1,6,0,719.0,2.0,1,grid_unreliable,7
5418,referral_hospital,O2_0084,peri_urban,232,1,1,1,1,oxygen_concentrator,3,2,2.5,1,8,4,12,0,1,1,1,0,0,4,funding_for_refill,2024,7,35,other_hypoxemia,0,35,0,14,9,843.0,1.0,1,grid_reliable,14
5419,referral_hospital,O2_0143,urban,312,1,1,1,1,cylinder_piped,0,0,6.1,1,13,8,0,0,1,1,1,1,1,0,not_applicable,2024,11,50,pneumonia_adult,39,11,0,5,0,625.0,4.0,1,grid_reliable,9
5420,referral_hospital,O2_0091,peri_urban,189,1,1,1,1,oxygen_concentrator,4,2,3.2,1,10,7,7,0,1,1,1,1,0,0,not_applicable,2024,6,48,pneumonia_adult,35,13,0,5,0,792.0,26.0,1,grid_unreliable,7
5421,referral_hospital,O2_0162,peri_urban,263,1,1,1,1,PSA_plant_onsite,7,7,1.7,1,12,3,0,1,1,0,0,1,0,0,not_applicable,2024,11,41,severe_malaria,39,2,0,0,0,846.0,4.0,0,grid_reliable,0
5422,referral_hospital,O2_0171,urban,212,1,1,1,1,LOX_bulk_tank,0,0,8.1,1,6,2,0,0,1,1,0,0,0,10,cylinder_delivery_delay,2022,4,19,COPD_exacerbation,0,19,0,7,8,909.0,19.0,1,grid_reliable,1
5423,referral_hospital,O2_0017,rural,184,1,1,1,1,oxygen_concentrator,7,3,6.1,1,18,4,1,0,1,1,1,1,0,0,not_applicable,2024,12,44,COVID19_severe,40,4,1,2,0,485.0,12.0,1,grid_unreliable,1
5424,referral_hospital,O2_0182,rural,227,1,1,1,1,PSA_plant_onsite,3,1,2.2,1,9,6,4,1,1,1,1,1,0,0,not_applicable,2024,10,36,severe_malaria,27,9,1,6,0,500.0,2.0,1,grid_reliable,14
5425,referral_hospital,O2_0070,urban,290,1,1,1,1,PSA_plant_onsite,0,0,2.4,1,9,3,3,0,1,0,0,1,1,0,not_applicable,2022,5,41,neonatal_respiratory,27,14,1,6,0,750.0,2.0,1,grid_unreliable,27
5426,referral_hospital,O2_0001,rural,223,1,1,1,1,LOX_bulk_tank,0,0,0.4,1,8,5,1,0,1,1,1,1,1,1,power_outage,2021,10,43,COVID19_severe,33,10,0,1,0,474.0,43.0,1,grid_unreliable,0
5427,referral_hospital,O2_0044,urban,275,1,1,1,1,oxygen_concentrator,9,6,4.2,1,13,5,1,0,1,1,0,1,1,15,PSA_plant_breakdown,2022,8,31,pneumonia_adult,24,7,1,3,0,609.0,1.0,1,grid_reliable,10
5428,referral_hospital,O2_0180,urban,223,1,1,1,1,PSA_plant_onsite,0,0,1.8,1,9,11,2,1,1,1,0,1,0,0,not_applicable,2024,2,37,sepsis,24,13,1,3,0,711.0,3.0,1,generator_only,2
5429,referral_hospital,O2_0009,urban,212,1,1,1,1,LOX_bulk_tank,0,0,0.7,1,6,4,7,0,1,1,0,1,1,0,not_applicable,2024,9,40,COVID19_severe,37,3,1,1,0,664.0,3.0,1,grid_reliable,0
5430,referral_hospital,O2_0063,urban,195,1,1,1,1,LOX_bulk_tank,3,2,9.0,1,5,7,5,0,1,0,0,0,0,15,power_outage,2022,11,36,other_hypoxemia,0,36,0,12,12,1074.0,2.0,1,grid_reliable,9
5431,referral_hospital,O2_0145,rural,287,1,1,1,1,cylinder_piped,0,0,0.7,1,8,2,1,0,1,1,1,1,1,0,not_applicable,2024,1,42,surgical_anaesthesia,37,5,1,3,0,563.0,2.0,1,grid_reliable,1
5432,referral_hospital,O2_0008,rural,228,1,1,1,1,oxygen_concentrator,5,3,8.0,1,8,2,1,0,1,1,0,1,1,0,not_applicable,2021,9,33,pneumonia_adult,30,3,1,2,0,472.0,11.0,1,grid_unreliable,8
5433,referral_hospital,O2_0031,urban,214,1,1,1,1,cylinder_portable,0,0,1.6,1,9,6,0,0,1,1,1,0,0,21,demand_surge,2022,10,41,pneumonia_adult,0,41,0,12,17,766.0,8.0,1,grid_reliable,8
5434,referral_hospital,O2_0062,rural,219,1,1,1,1,PSA_plant_onsite,2,0,2.8,1,7,5,7,1,1,1,1,1,1,0,not_applicable,2023,10,48,surgical_anaesthesia,35,13,1,5,0,897.0,7.0,0,grid_unreliable,20
5435,referral_hospital,O2_0046,peri_urban,173,1,1,1,1,cylinder_piped,0,0,2.4,1,11,5,6,0,1,1,1,1,0,0,not_applicable,2024,3,35,pneumonia_child,19,16,0,5,0,934.0,16.0,1,grid_unreliable,12
5436,referral_hospital,O2_0111,urban,250,1,1,1,1,LOX_bulk_tank,0,0,1.6,1,10,6,0,0,1,1,1,1,1,1,demand_surge,2024,9,34,COPD_exacerbation,21,13,1,5,0,541.0,5.0,1,grid_reliable,1
5437,referral_hospital,O2_0036,urban,183,1,1,1,1,PSA_plant_onsite,0,0,4.0,1,11,5,0,0,1,1,0,1,1,0,not_applicable,2022,6,42,pneumonia_child,32,10,0,4,0,741.0,19.0,1,grid_unreliable,2
5438,referral_hospital,O2_0108,rural,309,1,1,1,1,cylinder_portable,0,0,3.7,1,15,5,3,0,1,1,1,1,1,0,not_applicable,2023,1,43,sepsis,34,9,1,4,0,926.0,23.0,1,solar,5
5439,referral_hospital,O2_0107,peri_urban,284,1,1,1,1,PSA_plant_onsite,0,0,1.1,1,11,4,11,1,1,1,1,0,0,6,supplier_stockout,2022,7,40,other_hypoxemia,0,40,0,16,16,784.0,12.0,1,grid_reliable,9
5440,referral_hospital,O2_0099,rural,253,1,1,1,1,LOX_bulk_tank,5,2,3.3,1,10,8,3,0,1,1,0,1,1,0,not_applicable,2021,8,37,COPD_exacerbation,32,5,1,3,0,815.0,7.0,1,grid_unreliable,2
5441,referral_hospital,O2_0173,urban,317,1,1,1,1,LOX_bulk_tank,0,0,0.4,1,9,8,1,0,1,1,0,1,1,3,regulator_valve_failure,2022,12,46,asthma_severe,38,8,1,2,0,533.0,3.0,1,grid_unreliable,1
5442,referral_hospital,O2_0174,urban,313,1,1,1,1,cylinder_piped,0,0,0.1,1,11,3,1,0,1,0,0,1,1,0,not_applicable,2021,2,48,COPD_exacerbation,36,12,1,5,0,751.0,3.0,0,grid_unreliable,18
5443,referral_hospital,O2_0158,urban,206,1,1,1,1,LOX_bulk_tank,0,0,4.1,1,13,7,10,0,1,1,1,1,0,0,not_applicable,2023,7,41,surgical_anaesthesia,41,0,1,0,0,787.0,7.0,1,grid_reliable,5
5444,referral_hospital,O2_0144,peri_urban,329,1,1,1,1,PSA_plant_onsite,8,4,9.5,1,11,7,5,1,1,1,0,0,0,30,piping_system_leak,2021,9,48,heart_failure,0,48,0,9,12,891.0,1.0,1,grid_reliable,2
5445,referral_hospital,O2_0124,urban,231,1,1,1,1,cylinder_portable,0,0,3.1,1,7,5,3,0,1,1,0,1,1,1,PSA_plant_breakdown,2022,10,43,pneumonia_adult,40,3,1,1,0,955.0,6.0,1,grid_reliable,3
5446,referral_hospital,O2_0061,peri_urban,253,1,1,1,1,PSA_plant_onsite,8,3,1.7,1,11,4,1,0,1,1,0,1,1,0,not_applicable,2024,12,42,pneumonia_child,33,9,1,3,0,950.0,2.0,1,solar,0
5447,referral_hospital,O2_0082,rural,198,1,1,1,1,LOX_bulk_tank,0,0,7.0,1,9,7,5,0,1,0,0,1,1,0,not_applicable,2024,5,45,asthma_severe,34,11,0,4,0,892.0,53.0,1,grid_unreliable,11
5448,referral_hospital,O2_0109,urban,261,1,1,1,1,LOX_bulk_tank,4,3,4.1,1,6,3,4,0,1,1,1,1,1,0,not_applicable,2024,6,33,pneumonia_adult,21,12,1,1,0,825.0,16.0,1,solar,2
5449,referral_hospital,O2_0172,urban,179,1,1,1,1,LOX_bulk_tank,0,0,1.3,1,7,6,1,0,1,0,0,1,0,0,not_applicable,2024,9,36,surgical_anaesthesia,25,11,1,4,0,666.0,21.0,1,grid_reliable,0
5450,referral_hospital,O2_0144,urban,259,1,1,1,1,LOX_bulk_tank,0,0,2.6,1,12,5,2,0,1,1,1,0,0,1,demand_surge,2022,11,31,pneumonia_child,0,31,0,6,11,883.0,10.0,1,grid_unreliable,10
5451,referral_hospital,O2_0154,rural,218,1,1,1,1,LOX_bulk_tank,2,1,3.1,1,6,3,8,0,1,1,1,0,0,1,power_outage,2023,9,53,COPD_exacerbation,0,53,0,19,22,705.0,4.0,1,grid_reliable,2
5452,referral_hospital,O2_0089,peri_urban,181,1,1,1,1,LOX_bulk_tank,0,0,4.6,1,15,6,2,0,1,1,0,1,1,0,not_applicable,2023,8,44,pneumonia_child,44,0,1,0,0,694.0,18.0,1,grid_unreliable,2
5453,referral_hospital,O2_0105,rural,231,1,1,1,1,PSA_plant_onsite,0,0,1.7,1,4,9,2,0,1,1,1,1,1,0,not_applicable,2023,1,33,surgical_anaesthesia,27,6,1,0,0,699.0,103.0,1,solar,0
5454,referral_hospital,O2_0063,urban,196,1,1,1,1,PSA_plant_onsite,0,0,1.5,1,8,4,13,1,1,1,1,1,0,0,not_applicable,2022,4,45,surgical_anaesthesia,39,6,1,1,0,556.0,5.0,1,grid_reliable,1
5455,referral_hospital,O2_0147,peri_urban,297,1,1,1,1,LOX_bulk_tank,0,0,3.3,1,7,3,1,0,1,1,1,1,1,0,not_applicable,2024,3,44,pneumonia_child,44,0,0,0,0,785.0,5.0,1,grid_reliable,8
5456,referral_hospital,O2_0071,urban,298,1,1,1,1,LOX_bulk_tank,0,0,1.0,1,7,8,23,0,1,1,1,1,1,0,not_applicable,2024,6,43,COPD_exacerbation,24,19,0,7,0,708.0,2.0,1,grid_reliable,9
5457,referral_hospital,O2_0037,rural,254,1,1,1,1,PSA_plant_onsite,3,1,0.0,1,10,2,0,1,1,1,1,1,1,0,not_applicable,2022,11,33,heart_failure,25,8,1,5,0,721.0,0.0,1,grid_unreliable,1
5458,referral_hospital,O2_0031,peri_urban,239,1,1,1,1,LOX_bulk_tank,0,0,6.9,1,7,5,0,0,1,1,1,1,1,0,not_applicable,2022,7,37,other_hypoxemia,33,4,1,1,0,1084.0,10.0,1,grid_reliable,7
5459,referral_hospital,O2_0067,peri_urban,246,1,1,1,1,PSA_plant_onsite,0,0,1.1,1,14,6,1,1,1,1,0,1,1,0,not_applicable,2022,1,42,neonatal_respiratory,33,9,1,2,0,860.0,25.0,1,solar,1
5460,referral_hospital,O2_0151,urban,248,1,1,1,1,LOX_bulk_tank,0,0,3.9,1,7,6,1,0,1,1,1,1,1,0,not_applicable,2023,2,28,severe_malaria,22,6,1,2,0,636.0,19.0,0,grid_reliable,4
5461,referral_hospital,O2_0130,urban,195,1,1,1,1,LOX_bulk_tank,0,0,0.4,1,13,6,1,0,1,1,1,1,1,12,power_outage,2024,3,29,pneumonia_adult,18,11,1,2,0,702.0,35.0,1,grid_reliable,4
5462,referral_hospital,O2_0110,peri_urban,272,1,1,1,1,PSA_plant_onsite,0,0,0.7,1,10,5,0,1,1,1,1,1,1,8,PSA_plant_breakdown,2022,3,33,neonatal_respiratory,31,2,1,1,0,1121.0,14.0,1,grid_unreliable,6
5463,referral_hospital,O2_0061,peri_urban,236,1,1,1,1,LOX_bulk_tank,0,0,2.0,1,7,4,0,0,1,1,1,1,1,0,not_applicable,2023,9,37,trauma,22,15,0,6,0,989.0,10.0,0,generator_only,8
5464,referral_hospital,O2_0015,rural,176,1,1,1,1,oxygen_concentrator,4,3,1.6,1,12,1,5,0,1,1,1,1,1,0,not_applicable,2021,2,50,neonatal_respiratory,40,10,1,2,0,1101.0,42.0,1,grid_reliable,1
5465,referral_hospital,O2_0002,peri_urban,277,1,1,1,1,cylinder_piped,0,0,4.0,1,10,3,2,0,1,1,1,0,0,1,PSA_plant_breakdown,2022,7,32,COPD_exacerbation,0,32,0,14,9,913.0,7.0,1,solar,12
5466,referral_hospital,O2_0044,peri_urban,271,1,1,1,1,oxygen_concentrator,3,2,0.6,1,21,7,7,0,1,1,1,0,0,6,demand_surge,2024,2,40,other_hypoxemia,0,40,0,14,8,882.0,8.0,1,solar,8
5467,referral_hospital,O2_0003,peri_urban,260,1,1,1,1,cylinder_piped,6,2,3.4,1,7,9,2,0,1,1,1,1,1,0,not_applicable,2021,6,36,sepsis,25,11,0,1,0,684.0,21.0,0,none,0
5468,referral_hospital,O2_0031,urban,246,1,1,1,1,PSA_plant_onsite,0,0,0.7,1,8,6,11,0,1,1,0,1,1,0,not_applicable,2022,12,39,COPD_exacerbation,30,9,1,5,0,624.0,19.0,1,grid_unreliable,9
5469,referral_hospital,O2_0152,peri_urban,224,1,1,1,1,oxygen_concentrator,7,5,7.5,1,10,5,2,0,1,1,1,0,0,1,empty_cylinders_not_collected,2023,9,32,neonatal_respiratory,0,32,0,8,10,753.0,9.0,1,grid_unreliable,14
5470,referral_hospital,O2_0044,urban,286,1,1,1,1,oxygen_concentrator,4,3,0.1,1,12,3,0,0,1,1,1,1,1,0,not_applicable,2022,8,39,other_hypoxemia,25,14,1,3,0,845.0,3.0,1,grid_reliable,5
5471,referral_hospital,O2_0044,peri_urban,222,1,1,1,1,oxygen_concentrator,5,2,1.3,1,13,4,2,0,1,1,1,0,0,11,cylinder_delivery_delay,2024,9,45,pneumonia_child,0,45,0,9,16,669.0,15.0,1,grid_reliable,5
5472,referral_hospital,O2_0059,urban,222,1,1,1,1,oxygen_concentrator,5,2,5.4,1,9,3,0,0,1,1,1,1,1,7,funding_for_refill,2024,7,53,pneumonia_child,47,6,1,1,0,848.0,5.0,1,generator_only,1
5473,referral_hospital,O2_0192,peri_urban,270,1,1,1,1,oxygen_concentrator,1,0,4.6,1,7,7,2,0,1,0,0,1,1,0,not_applicable,2023,7,42,pneumonia_child,28,14,1,6,0,901.0,0.0,1,grid_reliable,0
5474,referral_hospital,O2_0012,peri_urban,286,1,1,1,1,cylinder_piped,0,0,1.4,1,15,6,0,0,1,1,1,1,1,0,not_applicable,2024,7,56,severe_malaria,52,4,1,1,0,1027.0,6.0,0,grid_reliable,0
5475,referral_hospital,O2_0132,rural,247,1,1,1,1,LOX_bulk_tank,0,0,3.9,1,8,6,9,0,1,0,0,0,0,4,funding_for_refill,2023,11,35,pneumonia_adult,0,35,0,11,16,839.0,23.0,0,grid_reliable,2
5476,referral_hospital,O2_0030,rural,281,1,1,1,1,cylinder_piped,0,0,1.1,1,11,9,2,0,1,1,1,1,1,0,not_applicable,2021,6,28,other_hypoxemia,25,3,1,1,0,568.0,0.0,1,grid_unreliable,11
5477,referral_hospital,O2_0051,urban,354,1,1,1,1,cylinder_piped,0,0,8.8,1,17,6,7,0,1,1,1,0,0,4,demand_surge,2021,1,33,pneumonia_child,0,33,0,12,10,811.0,15.0,1,grid_unreliable,6
5478,referral_hospital,O2_0190,urban,242,1,1,1,1,PSA_plant_onsite,0,0,3.5,1,13,2,5,1,1,1,1,1,1,0,not_applicable,2024,1,29,trauma,27,2,1,1,0,678.0,4.0,1,grid_reliable,14
5479,referral_hospital,O2_0014,urban,202,1,1,1,1,PSA_plant_onsite,0,0,7.4,1,9,8,0,1,1,1,1,1,1,0,not_applicable,2021,9,37,pneumonia_adult,29,8,1,1,0,811.0,65.0,0,solar,0
5480,referral_hospital,O2_0100,urban,195,1,1,1,1,LOX_bulk_tank,0,0,3.4,1,9,4,0,0,1,1,0,1,1,4,concentrator_malfunction,2021,9,42,COVID19_severe,31,11,1,5,0,751.0,8.0,1,grid_reliable,2
5481,referral_hospital,O2_0163,urban,325,1,1,1,1,LOX_bulk_tank,0,0,0.7,1,4,4,2,0,1,1,1,1,1,0,not_applicable,2024,2,46,surgical_anaesthesia,25,21,1,6,0,746.0,6.0,1,grid_reliable,8
5482,referral_hospital,O2_0004,urban,273,1,1,1,1,oxygen_concentrator,6,6,8.9,1,16,4,4,0,1,1,1,1,1,0,not_applicable,2022,8,35,pneumonia_adult,28,7,1,3,0,834.0,57.0,0,grid_unreliable,5
5483,referral_hospital,O2_0127,urban,189,1,1,1,1,cylinder_piped,5,4,3.4,1,12,8,12,0,1,1,1,1,1,2,supplier_stockout,2023,1,42,other_hypoxemia,37,5,1,2,0,869.0,34.0,1,solar,0
5484,referral_hospital,O2_0123,urban,261,1,1,1,1,oxygen_concentrator,5,3,0.9,1,5,5,0,0,1,1,0,1,1,1,regulator_valve_failure,2023,8,38,COPD_exacerbation,33,5,1,2,0,937.0,3.0,1,grid_unreliable,12
5485,referral_hospital,O2_0005,urban,209,1,1,1,1,cylinder_piped,0,0,0.7,1,10,5,11,0,1,1,1,1,1,0,not_applicable,2022,10,32,pneumonia_adult,23,9,0,4,0,764.0,54.0,1,grid_reliable,16
5486,referral_hospital,O2_0171,rural,263,1,1,1,1,PSA_plant_onsite,9,3,2.3,1,9,7,0,0,1,0,0,1,0,0,not_applicable,2023,7,37,asthma_severe,28,9,1,2,0,931.0,2.0,1,grid_unreliable,5
5487,referral_hospital,O2_0072,peri_urban,295,1,1,1,1,LOX_bulk_tank,4,2,2.3,1,7,3,7,0,1,1,0,1,1,0,not_applicable,2022,9,30,COPD_exacerbation,18,12,0,6,0,892.0,15.0,1,grid_unreliable,12
5488,referral_hospital,O2_0096,urban,219,1,1,1,1,cylinder_piped,0,0,0.7,1,11,6,9,0,1,1,1,1,1,0,not_applicable,2022,5,49,sepsis,39,10,1,3,0,495.0,13.0,1,grid_reliable,2
5489,referral_hospital,O2_0076,urban,146,1,1,1,1,LOX_bulk_tank,0,0,0.5,1,13,8,11,0,1,1,1,0,0,17,power_outage,2023,11,40,surgical_anaesthesia,0,40,0,18,23,628.0,4.0,1,grid_reliable,3
5490,referral_hospital,O2_0165,urban,155,1,1,1,1,cylinder_piped,0,0,1.3,1,5,6,3,0,1,0,0,1,1,0,not_applicable,2022,1,39,neonatal_respiratory,22,17,1,2,0,1008.0,14.0,1,grid_unreliable,0
5491,referral_hospital,O2_0011,urban,238,1,1,1,1,LOX_bulk_tank,0,0,14.5,1,7,3,2,0,1,0,0,0,0,1,demand_surge,2022,9,44,pneumonia_child,0,44,0,13,5,737.0,5.0,1,grid_unreliable,5
5492,referral_hospital,O2_0100,urban,234,1,1,1,1,LOX_bulk_tank,3,1,7.1,1,6,9,11,0,1,1,1,1,1,0,not_applicable,2021,6,53,pneumonia_child,46,7,1,3,0,694.0,14.0,0,grid_reliable,2
5493,referral_hospital,O2_0017,urban,296,1,1,1,1,cylinder_piped,0,0,1.8,1,10,6,1,0,1,1,1,1,1,12,concentrator_malfunction,2024,2,31,other_hypoxemia,19,12,1,2,0,809.0,25.0,1,generator_only,9
5494,referral_hospital,O2_0117,rural,255,1,1,1,1,cylinder_piped,6,4,8.7,1,9,2,0,0,1,1,0,0,0,17,cylinder_delivery_delay,2024,9,28,pneumonia_child,0,28,0,9,10,685.0,24.0,1,solar,2
5495,referral_hospital,O2_0143,rural,302,1,1,1,1,PSA_plant_onsite,5,3,0.9,1,9,1,12,0,1,1,0,1,1,0,not_applicable,2022,2,42,trauma,31,11,1,4,0,964.0,2.0,1,grid_reliable,12
5496,referral_hospital,O2_0113,rural,254,1,1,1,1,PSA_plant_onsite,0,0,1.4,1,7,6,13,1,1,1,1,0,0,17,funding_for_refill,2024,12,47,trauma,0,47,0,17,2,610.0,18.0,0,none,8
5497,referral_hospital,O2_0141,rural,210,1,1,1,1,oxygen_concentrator,5,3,3.2,1,11,4,6,0,1,1,0,1,1,5,concentrator_malfunction,2022,1,34,asthma_severe,23,11,1,4,0,623.0,15.0,1,generator_only,12
5498,referral_hospital,O2_0139,rural,239,1,1,1,1,LOX_bulk_tank,0,0,13.1,1,11,7,0,0,1,1,1,1,1,0,not_applicable,2023,5,43,COVID19_severe,39,4,0,1,0,953.0,9.0,1,solar,9
5499,referral_hospital,O2_0183,rural,254,1,1,1,1,LOX_bulk_tank,0,0,5.5,1,17,5,2,0,1,1,1,1,1,0,not_applicable,2023,4,44,surgical_anaesthesia,33,11,0,1,0,844.0,16.0,1,grid_reliable,9
5500,referral_hospital,O2_0001,peri_urban,299,1,1,1,1,PSA_plant_onsite,0,0,1.8,1,18,7,4,0,1,1,0,1,0,0,not_applicable,2021,8,49,asthma_severe,38,11,0,5,0,791.0,25.0,0,solar,1
5501,referral_hospital,O2_0011,urban,239,1,1,1,1,cylinder_piped,0,0,2.8,1,11,3,7,0,1,1,1,1,1,0,not_applicable,2023,8,35,COPD_exacerbation,26,9,1,4,0,768.0,44.0,0,grid_reliable,3
5502,referral_hospital,O2_0116,peri_urban,224,1,1,1,1,oxygen_concentrator,5,3,0.2,1,8,9,5,0,1,1,0,1,1,11,concentrator_malfunction,2022,7,38,pneumonia_child,27,11,1,2,0,690.0,19.0,0,grid_unreliable,17
5503,referral_hospital,O2_0072,rural,179,1,1,1,1,oxygen_concentrator,6,1,1.9,1,6,5,2,0,1,1,1,1,0,0,not_applicable,2023,9,37,COVID19_severe,36,1,1,0,0,857.0,9.0,1,grid_reliable,2
5504,referral_hospital,O2_0146,urban,323,1,1,1,1,cylinder_piped,0,0,0.2,1,10,3,15,0,1,1,1,0,0,9,PSA_plant_breakdown,2024,7,38,trauma,0,38,0,14,15,875.0,4.0,1,grid_reliable,0
5505,referral_hospital,O2_0054,peri_urban,297,1,1,1,1,LOX_bulk_tank,0,0,3.2,1,10,4,3,0,1,1,0,1,1,0,not_applicable,2023,6,48,severe_malaria,45,3,1,1,0,819.0,22.0,1,grid_reliable,2
5506,referral_hospital,O2_0011,urban,217,1,1,1,1,cylinder_piped,0,0,1.5,1,14,4,14,0,1,1,1,1,1,15,cylinder_delivery_delay,2022,9,41,neonatal_respiratory,32,9,1,5,0,940.0,1.0,1,grid_unreliable,7
5507,referral_hospital,O2_0135,peri_urban,222,1,1,1,1,cylinder_portable,0,0,0.0,1,9,3,2,0,1,0,0,1,1,6,PSA_plant_breakdown,2023,10,31,surgical_anaesthesia,23,8,0,3,0,818.0,29.0,1,generator_only,4
5508,referral_hospital,O2_0096,peri_urban,311,1,1,1,1,PSA_plant_onsite,7,7,4.6,1,3,6,3,1,1,1,1,1,1,0,not_applicable,2023,10,37,neonatal_respiratory,32,5,1,0,0,642.0,10.0,1,grid_reliable,6
5509,referral_hospital,O2_0181,urban,287,1,1,1,1,oxygen_concentrator,2,0,1.0,1,12,3,2,0,1,1,1,1,1,2,piping_system_leak,2022,1,42,COPD_exacerbation,35,7,1,1,0,840.0,8.0,1,grid_reliable,1
5510,referral_hospital,O2_0182,urban,304,1,1,1,1,cylinder_piped,0,0,6.7,1,6,6,0,0,1,0,0,0,0,1,empty_cylinders_not_collected,2023,8,37,pneumonia_child,0,37,0,10,15,927.0,12.0,1,grid_reliable,5
5511,referral_hospital,O2_0010,rural,246,1,1,1,1,PSA_plant_onsite,0,0,2.3,1,11,8,1,1,1,1,1,0,0,10,supplier_stockout,2023,11,38,other_hypoxemia,0,38,0,10,9,734.0,13.0,1,grid_unreliable,16
5512,referral_hospital,O2_0053,peri_urban,277,1,1,1,1,oxygen_concentrator,5,3,6.7,1,13,4,2,0,1,1,1,1,1,0,not_applicable,2021,5,35,neonatal_respiratory,26,9,1,3,0,751.0,10.0,1,generator_only,1
5513,referral_hospital,O2_0105,peri_urban,249,1,1,1,1,LOX_bulk_tank,0,0,7.0,1,5,4,0,0,1,1,0,1,1,0,not_applicable,2021,3,36,COPD_exacerbation,29,7,1,1,0,874.0,7.0,1,grid_unreliable,5
5514,referral_hospital,O2_0192,rural,273,1,1,1,1,cylinder_piped,5,3,1.0,1,9,8,5,0,1,1,1,0,0,30,PSA_plant_breakdown,2024,8,39,surgical_anaesthesia,0,39,0,12,5,496.0,18.0,1,grid_reliable,1
5515,referral_hospital,O2_0173,urban,189,1,1,1,1,PSA_plant_onsite,5,3,2.5,1,11,2,1,1,1,1,0,1,1,13,power_outage,2022,12,38,COPD_exacerbation,31,7,1,2,0,786.0,1.0,1,generator_only,0
5516,referral_hospital,O2_0035,urban,222,1,1,1,1,LOX_bulk_tank,0,0,0.2,1,7,13,0,0,1,0,0,1,1,0,not_applicable,2023,1,33,pneumonia_child,22,11,0,5,0,770.0,10.0,1,grid_reliable,0
5517,referral_hospital,O2_0009,urban,196,1,1,1,1,oxygen_concentrator,5,3,2.3,1,12,4,4,0,1,1,0,1,1,5,PSA_plant_breakdown,2022,10,48,COVID19_severe,30,18,1,7,0,580.0,0.0,1,solar,11
5518,referral_hospital,O2_0108,urban,250,1,1,1,1,oxygen_concentrator,3,2,0.6,1,9,8,8,0,1,1,1,1,0,0,not_applicable,2024,4,34,neonatal_respiratory,33,1,1,1,0,1081.0,23.0,1,grid_reliable,3
5519,referral_hospital,O2_0128,urban,125,1,1,1,1,cylinder_piped,0,0,0.9,1,10,7,4,0,1,1,0,1,1,0,not_applicable,2021,3,38,surgical_anaesthesia,35,3,0,0,0,850.0,59.0,1,grid_reliable,2
5520,referral_hospital,O2_0015,urban,211,1,1,1,1,oxygen_concentrator,4,2,4.2,1,11,0,5,0,1,1,0,0,0,23,cylinder_delivery_delay,2022,3,45,COPD_exacerbation,0,45,0,20,14,711.0,69.0,1,generator_only,1
5521,referral_hospital,O2_0172,urban,249,1,1,1,1,LOX_bulk_tank,0,0,6.4,1,12,9,4,0,1,1,0,1,1,3,PSA_plant_breakdown,2023,8,38,heart_failure,26,12,1,4,0,647.0,9.0,1,grid_reliable,1
5522,referral_hospital,O2_0008,rural,260,1,1,1,1,PSA_plant_onsite,0,0,5.0,1,10,4,0,0,1,1,1,0,0,30,demand_surge,2023,2,34,pneumonia_child,0,34,0,10,10,664.0,14.0,1,generator_only,1
5523,referral_hospital,O2_0014,rural,181,1,1,1,1,cylinder_piped,0,0,3.4,1,13,3,8,0,1,1,0,1,1,1,cylinder_delivery_delay,2023,3,34,sepsis,33,1,1,0,0,556.0,4.0,0,none,3
5524,referral_hospital,O2_0076,peri_urban,248,1,1,1,1,oxygen_concentrator,7,3,5.7,1,8,6,5,0,1,1,1,1,1,0,not_applicable,2024,6,33,heart_failure,25,8,1,3,0,898.0,37.0,1,solar,8
5525,referral_hospital,O2_0036,urban,235,1,1,1,1,oxygen_concentrator,4,2,2.8,1,7,1,4,0,1,1,0,1,1,0,not_applicable,2022,8,37,COPD_exacerbation,29,8,0,3,0,768.0,9.0,1,solar,13
5526,referral_hospital,O2_0062,urban,274,1,1,1,1,PSA_plant_onsite,0,0,3.2,1,9,4,4,1,1,1,1,1,1,0,not_applicable,2023,3,40,surgical_anaesthesia,40,0,1,0,0,925.0,13.0,0,grid_unreliable,5
5527,referral_hospital,O2_0087,urban,240,1,1,1,1,LOX_bulk_tank,6,3,3.6,1,10,3,14,0,1,0,0,1,1,0,not_applicable,2023,9,41,heart_failure,38,3,1,1,0,779.0,0.0,1,grid_unreliable,5
5528,referral_hospital,O2_0067,urban,254,1,1,1,1,oxygen_concentrator,5,3,1.7,1,13,5,1,0,1,1,1,1,1,0,not_applicable,2021,8,49,sepsis,36,13,1,4,0,790.0,31.0,1,grid_unreliable,10
5529,referral_hospital,O2_0032,peri_urban,256,1,1,1,1,cylinder_piped,0,0,3.4,1,7,4,14,0,1,1,1,1,1,1,power_outage,2023,4,49,pneumonia_adult,35,14,1,5,0,860.0,10.0,1,grid_unreliable,14
5530,referral_hospital,O2_0145,urban,337,1,1,1,1,PSA_plant_onsite,0,0,2.2,1,16,6,1,0,1,0,0,1,1,0,not_applicable,2022,4,39,sepsis,33,6,0,3,0,802.0,1.0,0,grid_unreliable,22
5531,referral_hospital,O2_0174,rural,198,1,1,1,1,LOX_bulk_tank,0,0,5.3,1,8,3,5,0,1,0,0,1,1,13,demand_surge,2024,8,47,COPD_exacerbation,31,16,1,6,0,988.0,13.0,1,grid_unreliable,15
5532,referral_hospital,O2_0001,urban,287,1,1,1,1,cylinder_piped,0,0,0.5,1,14,4,5,0,1,1,0,1,0,0,not_applicable,2021,12,42,neonatal_respiratory,36,6,1,0,0,828.0,5.0,1,grid_reliable,2
5533,referral_hospital,O2_0017,peri_urban,253,1,1,1,1,oxygen_concentrator,4,2,0.1,1,12,5,1,0,1,1,1,1,0,0,not_applicable,2023,8,40,severe_malaria,22,18,1,4,0,867.0,11.0,0,solar,6
5534,referral_hospital,O2_0157,peri_urban,256,1,1,1,1,LOX_bulk_tank,0,0,3.0,1,5,9,2,0,1,0,0,1,0,0,not_applicable,2024,2,43,asthma_severe,30,13,1,6,0,913.0,8.0,1,grid_reliable,8
5535,referral_hospital,O2_0086,urban,310,1,1,1,1,cylinder_piped,0,0,0.7,1,9,7,1,0,1,1,1,1,1,0,not_applicable,2021,5,41,COPD_exacerbation,26,15,0,7,0,972.0,2.0,1,grid_unreliable,2
5536,referral_hospital,O2_0004,urban,200,1,1,1,1,PSA_plant_onsite,0,0,0.7,1,13,4,3,1,1,1,0,1,1,0,not_applicable,2021,12,37,pneumonia_child,31,6,1,0,0,1041.0,3.0,1,grid_reliable,2
5537,referral_hospital,O2_0050,urban,199,1,1,1,1,LOX_bulk_tank,0,0,4.1,1,14,7,3,0,1,1,1,1,0,0,not_applicable,2023,12,35,sepsis,19,16,0,4,0,827.0,6.0,1,grid_reliable,3
5538,referral_hospital,O2_0002,peri_urban,237,1,1,1,1,oxygen_concentrator,5,3,3.2,1,9,3,1,0,1,1,1,1,0,0,not_applicable,2024,6,38,severe_malaria,37,1,1,0,0,520.0,7.0,1,generator_only,6
5539,referral_hospital,O2_0101,urban,255,1,1,1,1,PSA_plant_onsite,0,0,0.6,1,8,2,3,1,1,0,0,1,1,5,cylinder_delivery_delay,2023,5,40,neonatal_respiratory,29,11,0,3,0,752.0,23.0,1,grid_unreliable,12
5540,referral_hospital,O2_0027,urban,274,1,1,1,1,LOX_bulk_tank,4,2,0.4,1,9,3,6,0,1,1,1,0,0,23,demand_surge,2023,10,35,trauma,0,35,0,10,13,742.0,0.0,1,grid_unreliable,5
5541,referral_hospital,O2_0147,urban,190,1,1,1,1,PSA_plant_onsite,0,0,1.4,1,12,4,3,1,1,1,1,1,1,1,PSA_plant_breakdown,2022,7,48,pneumonia_child,48,0,0,0,0,823.0,6.0,1,grid_unreliable,0
5542,referral_hospital,O2_0199,rural,226,1,1,1,1,cylinder_portable,0,0,1.2,1,13,7,1,0,1,0,0,1,1,0,not_applicable,2022,10,38,neonatal_respiratory,25,13,1,7,0,688.0,15.0,1,generator_only,0
5543,referral_hospital,O2_0123,urban,236,1,1,1,1,LOX_bulk_tank,13,10,2.3,1,10,3,2,0,1,1,1,1,1,1,regulator_valve_failure,2023,3,44,neonatal_respiratory,34,10,1,8,0,1046.0,1.0,1,grid_reliable,0
5544,referral_hospital,O2_0156,urban,354,1,1,1,1,LOX_bulk_tank,0,0,2.8,1,14,5,4,0,1,1,0,1,1,0,not_applicable,2024,6,32,trauma,20,12,0,2,0,685.0,7.0,1,grid_unreliable,1
5545,referral_hospital,O2_0048,rural,266,1,1,1,1,LOX_bulk_tank,0,0,0.2,1,11,5,7,0,1,1,1,1,1,2,demand_surge,2023,5,42,pneumonia_child,26,16,0,5,0,1046.0,14.0,1,generator_only,0
5546,referral_hospital,O2_0078,rural,265,1,1,1,1,oxygen_concentrator,7,4,2.5,1,11,3,2,0,1,1,1,1,0,0,not_applicable,2022,11,31,heart_failure,26,5,1,3,0,861.0,10.0,1,grid_reliable,2
5547,referral_hospital,O2_0084,peri_urban,188,1,1,1,1,LOX_bulk_tank,4,3,2.6,1,11,5,1,0,1,0,0,1,1,0,not_applicable,2022,1,39,COVID19_severe,33,6,0,3,0,950.0,8.0,1,solar,1
5548,referral_hospital,O2_0129,peri_urban,247,1,1,1,1,LOX_bulk_tank,0,0,2.0,1,19,4,0,0,1,0,0,1,0,0,not_applicable,2023,6,36,trauma,31,5,0,1,0,812.0,38.0,0,grid_unreliable,9
5549,referral_hospital,O2_0027,urban,280,1,1,1,1,cylinder_piped,0,0,3.9,1,10,5,4,0,1,1,1,1,1,0,not_applicable,2024,9,38,COPD_exacerbation,38,0,0,0,0,1003.0,28.0,0,grid_reliable,2
5550,referral_hospital,O2_0054,urban,277,1,1,1,1,PSA_plant_onsite,0,0,2.2,1,10,2,0,1,1,1,1,1,1,0,not_applicable,2023,12,41,sepsis,27,14,1,2,0,745.0,8.0,1,grid_unreliable,0
5551,referral_hospital,O2_0128,urban,264,1,1,1,1,LOX_bulk_tank,0,0,0.5,1,9,6,17,0,1,1,1,1,1,0,not_applicable,2024,2,39,pneumonia_adult,32,7,1,3,0,787.0,5.0,1,grid_reliable,1
5552,referral_hospital,O2_0100,urban,306,1,1,1,1,LOX_bulk_tank,0,0,1.6,1,12,4,6,0,1,1,1,1,1,0,not_applicable,2024,5,46,pneumonia_adult,40,6,1,3,0,724.0,12.0,1,grid_reliable,2
5553,referral_hospital,O2_0172,urban,254,1,1,1,1,oxygen_concentrator,5,5,1.0,1,10,5,2,0,1,1,1,1,1,0,not_applicable,2021,6,30,pneumonia_adult,17,13,1,4,0,584.0,2.0,1,grid_reliable,2
5554,referral_hospital,O2_0002,urban,160,1,1,1,1,cylinder_piped,5,3,3.0,1,11,0,16,0,1,1,0,0,0,3,concentrator_malfunction,2024,1,42,COVID19_severe,0,42,0,11,22,1092.0,11.0,1,grid_unreliable,3
5555,referral_hospital,O2_0194,urban,219,1,1,1,1,oxygen_concentrator,1,0,4.0,1,11,5,8,0,1,1,0,0,0,19,cylinder_delivery_delay,2024,6,39,COPD_exacerbation,0,39,0,9,13,842.0,54.0,1,grid_reliable,13
5556,referral_hospital,O2_0122,urban,340,1,1,1,1,oxygen_concentrator,4,3,0.2,1,13,5,10,0,1,1,1,1,1,0,not_applicable,2021,12,55,other_hypoxemia,32,23,1,7,0,902.0,1.0,1,generator_only,0
5557,referral_hospital,O2_0169,urban,207,1,1,1,1,cylinder_piped,8,6,8.6,1,12,7,4,0,1,1,1,1,0,7,demand_surge,2023,8,41,neonatal_respiratory,29,12,1,5,0,853.0,4.0,1,grid_reliable,1
5558,referral_hospital,O2_0168,urban,219,1,1,1,1,cylinder_piped,0,0,1.6,1,8,5,3,0,1,1,0,1,0,0,not_applicable,2024,3,37,trauma,37,0,1,0,0,972.0,8.0,0,grid_unreliable,4
5559,referral_hospital,O2_0164,urban,217,1,1,1,1,oxygen_concentrator,8,4,3.6,1,16,5,0,0,1,1,1,1,1,0,not_applicable,2023,5,38,pneumonia_adult,28,10,1,3,0,821.0,25.0,1,generator_only,3
5560,referral_hospital,O2_0014,urban,276,1,1,1,1,cylinder_piped,0,0,0.3,1,17,5,0,0,1,1,1,1,1,0,not_applicable,2024,8,34,COPD_exacerbation,27,7,1,2,0,894.0,19.0,0,grid_unreliable,0
5561,referral_hospital,O2_0092,urban,272,1,1,1,1,oxygen_concentrator,7,4,3.6,1,13,6,0,0,1,1,1,1,1,0,not_applicable,2024,6,52,other_hypoxemia,35,17,1,4,0,778.0,9.0,0,grid_reliable,3
5562,referral_hospital,O2_0106,rural,270,1,1,1,1,PSA_plant_onsite,5,3,7.9,1,6,7,2,1,1,1,1,1,0,1,supplier_stockout,2021,11,28,pneumonia_child,19,9,0,1,0,703.0,5.0,1,grid_reliable,11
5563,referral_hospital,O2_0042,rural,271,1,1,1,1,cylinder_piped,3,1,3.2,1,11,4,3,0,1,1,1,1,1,0,not_applicable,2024,11,47,pneumonia_adult,42,5,1,2,0,667.0,10.0,1,grid_unreliable,8
5564,referral_hospital,O2_0154,rural,260,1,1,1,1,LOX_bulk_tank,4,2,1.1,1,7,5,3,0,1,1,0,1,1,0,not_applicable,2023,11,34,trauma,25,9,1,5,0,718.0,3.0,0,generator_only,1
5565,referral_hospital,O2_0147,urban,250,1,1,1,1,cylinder_piped,0,0,4.8,1,10,3,8,0,1,0,0,1,1,0,not_applicable,2024,9,41,pneumonia_child,38,3,1,0,0,809.0,41.0,1,grid_reliable,16
5566,referral_hospital,O2_0183,rural,221,1,1,1,1,cylinder_piped,0,0,3.3,1,12,0,3,0,1,1,1,1,0,0,not_applicable,2022,4,43,severe_malaria,18,25,0,4,0,611.0,17.0,1,none,8
5567,referral_hospital,O2_0197,peri_urban,268,1,1,1,1,oxygen_concentrator,6,4,0.5,1,12,6,5,0,1,1,0,0,0,6,concentrator_malfunction,2022,11,35,surgical_anaesthesia,0,35,0,10,0,515.0,1.0,1,grid_unreliable,16
5568,referral_hospital,O2_0153,urban,286,1,1,1,1,oxygen_concentrator,3,2,6.0,1,6,6,7,0,1,1,1,1,1,0,not_applicable,2021,12,35,COPD_exacerbation,24,11,0,3,0,759.0,35.0,0,grid_reliable,2
5569,referral_hospital,O2_0078,peri_urban,291,1,1,1,1,LOX_bulk_tank,0,0,8.9,1,17,6,4,0,1,1,1,1,1,1,PSA_plant_breakdown,2021,2,42,severe_malaria,34,8,0,4,0,785.0,2.0,1,grid_unreliable,2
5570,referral_hospital,O2_0146,peri_urban,339,1,1,1,1,cylinder_piped,0,0,6.0,1,11,1,4,0,1,1,0,0,0,30,demand_surge,2022,10,44,sepsis,0,44,0,16,18,921.0,7.0,1,generator_only,10
5571,referral_hospital,O2_0063,urban,195,1,1,1,1,oxygen_concentrator,4,2,1.6,1,8,5,2,0,1,1,1,1,1,0,not_applicable,2022,3,42,pneumonia_child,40,2,1,0,0,566.0,6.0,1,grid_unreliable,2
5572,referral_hospital,O2_0047,urban,236,1,1,1,1,LOX_bulk_tank,0,0,2.2,1,11,5,0,0,1,1,1,1,1,0,not_applicable,2022,6,50,COVID19_severe,39,11,1,2,0,820.0,13.0,1,generator_only,6
5573,referral_hospital,O2_0088,urban,243,1,1,1,1,PSA_plant_onsite,0,0,3.5,1,7,5,3,1,1,0,0,1,0,0,not_applicable,2023,5,41,COPD_exacerbation,33,8,1,3,0,808.0,5.0,1,grid_unreliable,2
5574,referral_hospital,O2_0131,urban,167,1,1,1,1,cylinder_piped,0,0,12.4,1,11,4,4,0,1,1,1,0,0,1,concentrator_malfunction,2022,4,45,pneumonia_adult,0,45,0,13,5,695.0,14.0,1,grid_reliable,0
5575,referral_hospital,O2_0051,urban,159,1,1,1,1,oxygen_concentrator,3,2,3.4,1,10,3,1,0,1,1,1,0,0,4,PSA_plant_breakdown,2022,9,49,COVID19_severe,0,49,0,20,4,695.0,30.0,1,solar,3
5576,referral_hospital,O2_0056,urban,265,1,1,1,1,cylinder_piped,7,6,3.4,1,10,3,5,0,1,0,0,1,0,0,not_applicable,2023,10,30,sepsis,18,12,1,4,0,701.0,7.0,0,grid_unreliable,3
5577,referral_hospital,O2_0022,urban,171,1,1,1,1,PSA_plant_onsite,0,0,7.4,1,9,6,0,1,1,1,1,1,1,0,not_applicable,2021,5,42,COVID19_severe,26,16,0,2,0,918.0,26.0,1,grid_reliable,4
5578,referral_hospital,O2_0117,urban,239,1,1,1,1,PSA_plant_onsite,0,0,5.1,1,9,4,3,1,1,1,1,1,1,0,not_applicable,2024,2,44,neonatal_respiratory,36,8,1,1,0,601.0,11.0,1,grid_unreliable,0
5579,referral_hospital,O2_0004,peri_urban,281,1,1,1,1,PSA_plant_onsite,0,0,2.3,1,7,6,0,0,1,1,0,1,0,0,not_applicable,2023,3,38,heart_failure,38,0,1,0,0,917.0,7.0,1,grid_reliable,2
5580,referral_hospital,O2_0057,urban,361,1,1,1,1,cylinder_portable,0,0,2.2,1,16,5,2,0,1,1,0,1,0,0,not_applicable,2022,2,42,pneumonia_child,35,7,0,2,0,828.0,19.0,0,grid_unreliable,0
5581,referral_hospital,O2_0096,peri_urban,321,1,1,1,1,LOX_bulk_tank,0,0,1.9,1,8,2,5,0,1,1,1,1,1,0,not_applicable,2024,12,45,pneumonia_adult,31,14,0,4,0,855.0,4.0,1,grid_reliable,12
5582,referral_hospital,O2_0032,urban,256,1,1,1,1,cylinder_piped,0,0,1.6,1,7,4,6,0,1,1,1,1,0,6,cylinder_delivery_delay,2022,9,38,neonatal_respiratory,35,3,1,1,0,738.0,3.0,1,grid_reliable,1
5583,referral_hospital,O2_0144,urban,210,1,1,1,1,cylinder_piped,5,4,0.8,1,7,6,4,0,1,1,1,0,0,10,power_outage,2022,3,40,surgical_anaesthesia,0,40,0,15,14,884.0,1.0,1,grid_reliable,16
5584,referral_hospital,O2_0040,rural,308,1,1,1,1,oxygen_concentrator,8,7,0.3,1,8,7,4,0,1,0,0,0,0,13,demand_surge,2022,7,45,pneumonia_adult,0,45,0,18,9,823.0,2.0,1,grid_reliable,3
5585,referral_hospital,O2_0092,urban,245,1,1,1,1,PSA_plant_onsite,8,5,1.3,1,11,1,5,1,1,0,0,1,1,0,not_applicable,2022,4,44,severe_malaria,38,6,1,2,0,686.0,9.0,1,generator_only,4
5586,referral_hospital,O2_0096,urban,278,1,1,1,1,LOX_bulk_tank,0,0,1.8,1,12,6,7,0,1,1,0,1,1,3,PSA_plant_breakdown,2024,5,26,sepsis,18,8,1,4,0,1212.0,0.0,1,grid_reliable,5
5587,referral_hospital,O2_0054,urban,243,1,1,1,1,PSA_plant_onsite,0,0,2.9,1,9,3,3,0,1,1,0,1,1,0,not_applicable,2022,4,32,other_hypoxemia,26,6,1,1,0,711.0,7.0,1,grid_unreliable,8
5588,referral_hospital,O2_0085,peri_urban,248,1,1,1,1,PSA_plant_onsite,0,0,4.6,1,8,4,1,1,1,1,1,1,1,0,not_applicable,2022,8,41,pneumonia_child,24,17,1,6,0,836.0,28.0,1,grid_reliable,9
5589,referral_hospital,O2_0149,rural,264,1,1,1,1,PSA_plant_onsite,0,0,2.0,1,12,6,9,1,1,1,1,1,0,0,not_applicable,2023,9,37,surgical_anaesthesia,27,10,1,2,0,971.0,9.0,1,grid_unreliable,4
5590,referral_hospital,O2_0127,peri_urban,208,1,1,1,1,LOX_bulk_tank,0,0,0.9,1,18,4,8,0,1,1,1,1,1,0,not_applicable,2024,1,40,heart_failure,37,3,0,1,0,513.0,19.0,1,grid_unreliable,0
5591,referral_hospital,O2_0077,urban,287,1,1,1,1,cylinder_portable,0,0,1.5,1,9,1,0,0,1,1,1,1,1,0,not_applicable,2023,4,42,COPD_exacerbation,31,11,1,5,0,923.0,6.0,1,grid_reliable,2
5592,referral_hospital,O2_0165,peri_urban,208,1,1,1,1,PSA_plant_onsite,0,0,1.2,1,14,1,1,0,1,1,1,1,1,0,not_applicable,2022,3,49,trauma,45,4,1,3,0,640.0,10.0,0,solar,2
5593,referral_hospital,O2_0193,urban,246,1,1,1,1,PSA_plant_onsite,5,2,12.4,1,6,5,4,1,1,1,1,1,1,1,cylinder_delivery_delay,2022,11,33,trauma,32,1,1,0,0,724.0,16.0,1,grid_reliable,1
5594,referral_hospital,O2_0156,urban,289,1,1,1,1,LOX_bulk_tank,5,1,0.1,1,11,7,8,0,1,1,1,1,0,0,not_applicable,2023,2,46,sepsis,42,4,1,0,0,983.0,7.0,0,generator_only,0
5595,referral_hospital,O2_0058,urban,328,1,1,1,1,oxygen_concentrator,3,2,2.9,1,11,1,0,0,1,1,1,1,1,0,not_applicable,2022,3,33,severe_malaria,24,9,1,1,0,748.0,26.0,0,grid_unreliable,2
5596,referral_hospital,O2_0078,rural,255,1,1,1,1,PSA_plant_onsite,5,2,2.3,1,8,2,2,0,1,1,1,1,0,1,concentrator_malfunction,2024,9,45,pneumonia_child,41,4,0,1,0,679.0,19.0,1,grid_reliable,11
5597,referral_hospital,O2_0135,urban,220,1,1,1,1,LOX_bulk_tank,0,0,2.4,1,7,3,0,0,1,1,1,0,0,5,funding_for_refill,2023,5,47,pneumonia_adult,0,47,0,17,16,668.0,11.0,0,grid_unreliable,5
5598,referral_hospital,O2_0162,urban,297,1,1,1,1,PSA_plant_onsite,12,9,1.9,1,13,3,3,0,1,1,1,1,1,0,not_applicable,2023,5,44,pneumonia_child,38,6,1,3,0,867.0,37.0,1,none,1
5599,referral_hospital,O2_0024,urban,179,1,1,1,1,LOX_bulk_tank,0,0,0.6,1,10,4,2,0,1,0,0,1,1,0,not_applicable,2023,6,42,surgical_anaesthesia,23,19,1,6,0,843.0,3.0,1,grid_unreliable,9
5600,referral_hospital,O2_0007,urban,288,1,1,1,1,cylinder_portable,0,0,2.7,1,8,10,9,0,1,1,1,1,1,9,cylinder_delivery_delay,2023,5,37,COVID19_severe,31,6,1,3,0,626.0,34.0,1,grid_unreliable,4
5601,referral_hospital,O2_0100,urban,205,1,1,1,1,LOX_bulk_tank,0,0,1.0,1,5,5,4,0,1,1,0,1,1,0,not_applicable,2022,9,40,pneumonia_child,40,0,0,0,0,1034.0,8.0,1,generator_only,1
5602,referral_hospital,O2_0173,urban,250,1,1,1,1,PSA_plant_onsite,9,8,0.3,1,10,3,1,1,1,1,0,1,1,0,not_applicable,2021,4,41,pneumonia_adult,28,13,0,6,0,868.0,5.0,0,solar,2
5603,referral_hospital,O2_0089,urban,311,1,1,1,1,PSA_plant_onsite,0,0,2.7,1,10,2,3,1,1,1,1,1,0,0,not_applicable,2023,7,41,pneumonia_child,32,9,1,3,0,1284.0,4.0,1,solar,1
5604,referral_hospital,O2_0046,rural,238,1,1,1,1,oxygen_concentrator,9,3,1.8,1,11,5,2,0,1,1,1,1,1,0,not_applicable,2024,6,51,severe_malaria,38,13,0,5,0,752.0,6.0,1,grid_reliable,15
5605,referral_hospital,O2_0166,rural,273,1,1,1,1,LOX_bulk_tank,0,0,2.0,1,12,5,1,0,1,1,1,1,0,0,not_applicable,2024,9,40,trauma,37,3,1,1,0,899.0,23.0,0,grid_reliable,3
5606,referral_hospital,O2_0008,rural,270,1,1,1,1,cylinder_piped,6,1,4.2,1,5,6,5,0,1,1,0,1,1,0,not_applicable,2021,5,34,COVID19_severe,31,3,1,2,0,983.0,8.0,1,generator_only,2
5607,referral_hospital,O2_0141,urban,184,1,1,1,1,PSA_plant_onsite,5,3,1.8,1,8,8,6,1,1,1,1,0,0,13,concentrator_malfunction,2024,8,36,heart_failure,0,36,0,18,5,885.0,1.0,1,none,4
5608,referral_hospital,O2_0152,urban,178,1,1,1,1,oxygen_concentrator,6,6,1.2,1,8,4,2,0,1,1,1,1,1,0,not_applicable,2023,8,35,severe_malaria,35,0,0,0,0,944.0,1.0,1,grid_reliable,0
5609,referral_hospital,O2_0190,urban,240,1,1,1,1,LOX_bulk_tank,6,3,0.2,1,11,8,13,0,1,1,1,1,1,7,power_outage,2023,1,49,surgical_anaesthesia,39,10,0,6,0,1037.0,15.0,1,grid_reliable,0
5610,referral_hospital,O2_0097,rural,323,1,1,1,1,LOX_bulk_tank,0,0,2.4,1,17,6,2,0,1,1,1,1,1,2,demand_surge,2024,6,46,COVID19_severe,46,0,1,0,0,928.0,12.0,1,grid_reliable,1
5611,referral_hospital,O2_0051,peri_urban,221,1,1,1,1,PSA_plant_onsite,0,0,1.8,1,8,7,0,0,1,1,0,1,0,4,empty_cylinders_not_collected,2022,4,42,pneumonia_adult,36,6,1,4,0,842.0,10.0,1,grid_unreliable,3
5612,referral_hospital,O2_0005,rural,279,1,1,1,1,oxygen_concentrator,4,3,1.6,1,5,6,2,0,1,1,1,1,0,0,not_applicable,2021,6,39,pneumonia_adult,35,4,0,2,0,825.0,26.0,1,grid_reliable,2
5613,referral_hospital,O2_0190,peri_urban,185,1,1,1,1,oxygen_concentrator,7,5,0.5,1,11,7,1,0,1,1,1,1,1,0,not_applicable,2023,8,38,surgical_anaesthesia,28,10,1,3,0,665.0,36.0,0,grid_reliable,0
5614,referral_hospital,O2_0151,urban,168,1,1,1,1,LOX_bulk_tank,0,0,2.8,1,7,9,1,0,1,1,1,1,1,0,not_applicable,2024,4,39,COPD_exacerbation,27,12,0,2,0,888.0,16.0,1,solar,3
5615,referral_hospital,O2_0162,urban,217,1,1,1,1,cylinder_piped,0,0,0.5,1,11,7,1,0,1,1,0,1,0,2,demand_surge,2022,11,40,pneumonia_adult,28,12,1,3,0,911.0,13.0,1,grid_reliable,5
5616,referral_hospital,O2_0177,rural,267,1,1,1,1,cylinder_portable,0,0,6.6,1,8,5,9,0,1,1,1,1,1,7,power_outage,2021,7,36,COVID19_severe,25,11,0,2,0,772.0,54.0,1,grid_unreliable,0
5617,referral_hospital,O2_0029,peri_urban,247,1,1,1,1,cylinder_piped,0,0,0.9,1,8,7,2,0,1,1,1,1,1,0,not_applicable,2024,8,37,heart_failure,30,7,1,3,0,850.0,0.0,1,grid_reliable,0
5618,referral_hospital,O2_0049,urban,261,1,1,1,1,PSA_plant_onsite,0,0,4.0,1,11,3,7,0,1,1,0,1,1,0,not_applicable,2022,1,40,pneumonia_adult,35,5,1,2,0,949.0,34.0,1,generator_only,0
5619,referral_hospital,O2_0049,urban,280,1,1,1,1,PSA_plant_onsite,0,0,0.3,1,7,4,7,1,1,1,1,0,0,6,demand_surge,2023,6,29,COPD_exacerbation,0,29,0,14,7,511.0,0.0,1,generator_only,8
5620,referral_hospital,O2_0015,peri_urban,203,1,1,1,1,LOX_bulk_tank,0,0,3.7,1,9,5,1,0,1,1,1,1,1,0,not_applicable,2024,11,43,heart_failure,29,14,1,5,0,767.0,2.0,1,generator_only,1
5621,referral_hospital,O2_0051,peri_urban,217,1,1,1,1,oxygen_concentrator,10,4,0.4,1,12,5,4,0,1,1,0,0,0,5,demand_surge,2022,8,32,severe_malaria,0,32,0,7,8,771.0,34.0,1,solar,0
5622,referral_hospital,O2_0133,peri_urban,256,1,1,1,1,cylinder_portable,0,0,3.3,1,12,6,2,0,1,1,0,0,0,3,PSA_plant_breakdown,2022,9,50,COPD_exacerbation,0,50,0,20,11,681.0,103.0,1,grid_unreliable,0
5623,referral_hospital,O2_0096,peri_urban,334,1,1,1,1,LOX_bulk_tank,7,7,4.1,1,8,3,11,0,1,1,0,1,1,0,not_applicable,2024,3,35,heart_failure,26,9,0,2,0,772.0,7.0,1,none,4
5624,referral_hospital,O2_0052,urban,316,1,1,1,1,cylinder_piped,0,0,0.3,1,14,3,14,0,1,1,1,1,1,0,not_applicable,2022,10,32,trauma,23,9,1,2,0,830.0,33.0,1,grid_reliable,3
5625,referral_hospital,O2_0039,rural,265,1,1,1,1,cylinder_piped,0,0,3.4,1,9,4,13,0,1,0,0,1,1,0,not_applicable,2024,8,46,pneumonia_child,27,19,1,9,0,610.0,8.0,1,grid_unreliable,0
5626,referral_hospital,O2_0091,urban,256,1,1,1,1,oxygen_concentrator,4,2,5.6,1,10,6,0,0,1,1,0,1,1,0,not_applicable,2021,6,34,surgical_anaesthesia,30,4,1,1,0,939.0,1.0,1,grid_reliable,12
5627,referral_hospital,O2_0099,peri_urban,288,1,1,1,1,LOX_bulk_tank,0,0,3.0,1,7,3,0,0,1,1,1,0,0,2,PSA_plant_breakdown,2021,9,39,heart_failure,0,39,0,19,12,933.0,1.0,1,solar,27
5628,referral_hospital,O2_0114,urban,220,1,1,1,1,PSA_plant_onsite,0,0,2.1,1,5,9,11,1,1,1,0,1,0,0,not_applicable,2023,2,42,other_hypoxemia,31,11,1,5,0,769.0,24.0,1,grid_reliable,10
5629,referral_hospital,O2_0121,urban,218,1,1,1,1,oxygen_concentrator,9,5,2.9,1,10,5,2,0,1,1,1,0,0,7,power_outage,2023,7,56,COVID19_severe,0,56,0,17,23,751.0,31.0,1,generator_only,0
5630,referral_hospital,O2_0154,rural,203,1,1,1,1,cylinder_piped,0,0,0.1,1,13,2,0,0,1,1,1,1,1,0,not_applicable,2024,3,43,COVID19_severe,29,14,1,3,0,586.0,6.0,1,grid_unreliable,7
5631,referral_hospital,O2_0107,rural,225,1,1,1,1,cylinder_piped,0,0,5.7,1,14,1,6,0,1,0,0,1,1,0,not_applicable,2024,10,52,COVID19_severe,38,14,1,5,0,994.0,14.0,1,none,8
5632,referral_hospital,O2_0184,peri_urban,275,1,1,1,1,cylinder_piped,0,0,1.6,1,15,5,9,0,1,1,0,1,1,0,not_applicable,2021,3,30,surgical_anaesthesia,27,3,1,1,0,872.0,4.0,1,solar,6
5633,referral_hospital,O2_0055,urban,233,1,1,1,1,cylinder_piped,0,0,6.6,1,6,1,7,0,1,1,0,1,1,12,demand_surge,2024,9,43,asthma_severe,27,16,1,4,0,817.0,37.0,1,generator_only,4
5634,referral_hospital,O2_0026,rural,162,1,1,1,1,LOX_bulk_tank,5,3,3.7,1,8,5,0,0,1,1,1,1,1,0,not_applicable,2024,11,37,surgical_anaesthesia,30,7,1,3,0,735.0,2.0,1,generator_only,3
5635,referral_hospital,O2_0048,urban,266,1,1,1,1,LOX_bulk_tank,0,0,0.4,1,12,2,4,0,1,1,1,0,0,1,demand_surge,2022,11,30,neonatal_respiratory,0,30,0,16,12,929.0,25.0,1,grid_unreliable,8
5636,referral_hospital,O2_0125,peri_urban,257,1,1,1,1,cylinder_piped,2,1,2.5,1,8,3,5,0,1,1,1,1,1,0,not_applicable,2024,12,47,asthma_severe,34,13,1,5,0,1025.0,12.0,1,grid_unreliable,0
5637,referral_hospital,O2_0093,urban,277,1,1,1,1,oxygen_concentrator,5,3,0.1,1,6,7,4,0,1,1,1,1,0,12,empty_cylinders_not_collected,2024,3,42,asthma_severe,37,5,1,1,0,871.0,29.0,1,grid_reliable,12
5638,referral_hospital,O2_0009,peri_urban,282,1,1,1,1,oxygen_concentrator,2,1,0.4,1,10,3,0,0,1,1,0,1,1,6,PSA_plant_breakdown,2021,4,45,sepsis,34,11,1,2,0,873.0,1.0,1,generator_only,1
5639,referral_hospital,O2_0076,rural,217,1,1,1,1,PSA_plant_onsite,0,0,2.9,1,9,4,8,1,1,1,1,1,1,11,supplier_stockout,2023,7,33,pneumonia_child,31,2,1,0,0,961.0,10.0,1,grid_reliable,2
5640,referral_hospital,O2_0008,urban,272,1,1,1,1,cylinder_piped,0,0,0.3,1,9,6,9,0,1,1,1,1,1,0,not_applicable,2023,2,40,heart_failure,40,0,1,0,0,847.0,11.0,1,generator_only,0
5641,referral_hospital,O2_0194,urban,259,1,1,1,1,PSA_plant_onsite,0,0,4.0,1,12,7,2,1,1,1,1,1,1,0,not_applicable,2022,7,41,COVID19_severe,32,9,1,1,0,731.0,6.0,0,grid_reliable,3
5642,referral_hospital,O2_0171,urban,227,1,1,1,1,PSA_plant_onsite,0,0,0.6,1,8,1,5,1,1,1,1,1,1,0,not_applicable,2024,12,35,COVID19_severe,27,8,0,1,0,979.0,10.0,1,generator_only,5
5643,referral_hospital,O2_0134,urban,251,1,1,1,1,oxygen_concentrator,8,4,2.3,1,14,5,0,0,1,1,1,1,1,2,power_outage,2022,11,36,neonatal_respiratory,33,3,1,3,0,867.0,37.0,1,generator_only,5
5644,referral_hospital,O2_0110,urban,241,1,1,1,1,oxygen_concentrator,1,0,0.5,1,11,2,0,0,1,0,0,0,0,9,demand_surge,2022,12,40,surgical_anaesthesia,0,40,0,17,14,848.0,23.0,1,grid_unreliable,15
5645,referral_hospital,O2_0053,urban,260,1,1,1,1,cylinder_piped,5,4,1.0,1,12,4,0,0,1,1,0,1,1,0,not_applicable,2024,3,40,COVID19_severe,36,4,1,1,0,808.0,28.0,0,grid_unreliable,0
5646,referral_hospital,O2_0033,peri_urban,251,1,1,1,1,LOX_bulk_tank,0,0,4.1,1,2,4,11,0,1,1,0,0,0,12,PSA_plant_breakdown,2024,5,41,pneumonia_child,0,41,0,15,13,1118.0,5.0,0,solar,1
5647,referral_hospital,O2_0058,urban,283,1,1,1,1,PSA_plant_onsite,0,0,0.0,1,8,5,1,0,1,1,1,1,1,10,piping_system_leak,2022,11,40,pneumonia_child,30,10,1,5,0,592.0,11.0,1,grid_reliable,8
5648,referral_hospital,O2_0160,urban,198,1,1,1,1,LOX_bulk_tank,0,0,1.1,1,7,2,0,0,1,1,0,1,1,0,not_applicable,2024,11,34,pneumonia_child,29,5,0,1,0,677.0,58.0,1,grid_unreliable,4
5649,referral_hospital,O2_0061,urban,232,1,1,1,1,cylinder_piped,2,1,6.3,1,6,5,15,0,1,1,1,1,1,0,not_applicable,2022,11,44,pneumonia_child,31,13,1,3,0,959.0,1.0,1,generator_only,0
5650,referral_hospital,O2_0198,urban,213,1,1,1,1,oxygen_concentrator,3,1,5.8,1,12,5,7,0,1,0,0,1,1,0,not_applicable,2022,11,46,sepsis,40,6,1,0,0,1057.0,3.0,1,grid_unreliable,1
5651,referral_hospital,O2_0179,urban,287,1,1,1,1,LOX_bulk_tank,0,0,3.6,1,8,7,3,0,1,1,1,1,1,0,not_applicable,2022,8,53,asthma_severe,43,10,1,3,0,676.0,13.0,0,grid_reliable,1
5652,referral_hospital,O2_0175,urban,225,1,1,1,1,PSA_plant_onsite,0,0,2.3,1,15,8,4,0,1,1,1,1,1,0,not_applicable,2021,8,50,other_hypoxemia,36,14,0,5,0,602.0,7.0,1,grid_reliable,10
5653,referral_hospital,O2_0142,peri_urban,244,1,1,1,1,PSA_plant_onsite,4,3,0.9,1,7,7,8,1,1,0,0,1,1,3,piping_system_leak,2023,5,32,severe_malaria,22,10,1,4,0,942.0,4.0,0,solar,3
5654,referral_hospital,O2_0113,urban,277,1,1,1,1,oxygen_concentrator,3,1,1.2,1,12,6,1,0,1,0,0,1,1,0,not_applicable,2023,8,45,neonatal_respiratory,37,8,1,3,0,539.0,4.0,1,grid_unreliable,3
5655,referral_hospital,O2_0050,urban,266,1,1,1,1,cylinder_piped,0,0,2.4,1,12,3,3,0,1,1,0,1,1,0,not_applicable,2022,9,44,COPD_exacerbation,36,8,1,3,0,583.0,37.0,0,grid_unreliable,45
5656,referral_hospital,O2_0173,urban,215,1,1,1,1,oxygen_concentrator,1,0,2.2,1,9,8,12,0,1,1,0,1,1,0,not_applicable,2024,1,27,COVID19_severe,22,5,1,2,0,941.0,8.0,1,generator_only,0
5657,referral_hospital,O2_0030,peri_urban,209,1,1,1,1,LOX_bulk_tank,0,0,0.5,1,11,4,7,0,1,1,1,1,1,0,not_applicable,2024,4,44,neonatal_respiratory,36,8,0,3,0,887.0,33.0,1,grid_unreliable,0
5658,referral_hospital,O2_0068,urban,265,1,1,1,1,PSA_plant_onsite,0,0,0.2,1,8,5,12,0,1,1,1,1,1,1,PSA_plant_breakdown,2021,2,41,pneumonia_child,36,5,1,3,0,975.0,38.0,1,generator_only,3
5659,referral_hospital,O2_0117,urban,310,1,1,1,1,cylinder_piped,0,0,3.2,1,13,11,14,0,1,0,0,1,1,0,not_applicable,2024,1,42,pneumonia_child,30,12,1,6,0,887.0,20.0,1,generator_only,1
5660,referral_hospital,O2_0058,urban,274,1,1,1,1,LOX_bulk_tank,0,0,1.7,1,9,3,0,0,1,1,1,1,0,0,not_applicable,2022,8,43,pneumonia_child,39,4,1,3,0,765.0,19.0,1,solar,2
5661,referral_hospital,O2_0143,peri_urban,295,1,1,1,1,PSA_plant_onsite,0,0,2.2,1,7,3,5,1,1,1,0,1,1,0,not_applicable,2022,2,40,pneumonia_adult,34,6,1,1,0,1036.0,34.0,0,solar,0
5662,referral_hospital,O2_0002,urban,221,1,1,1,1,oxygen_concentrator,3,2,4.4,1,12,7,11,0,1,1,1,1,1,0,not_applicable,2024,10,48,other_hypoxemia,44,4,1,0,0,882.0,5.0,1,grid_reliable,1
5663,referral_hospital,O2_0066,urban,259,1,1,1,1,PSA_plant_onsite,5,1,1.4,1,10,7,2,0,1,1,1,1,1,0,not_applicable,2022,5,43,COVID19_severe,37,6,0,2,0,1018.0,21.0,1,solar,5
5664,referral_hospital,O2_0018,peri_urban,250,1,1,1,1,cylinder_piped,0,0,1.9,1,6,4,2,0,1,1,1,1,1,0,not_applicable,2024,5,40,surgical_anaesthesia,26,14,1,3,0,868.0,28.0,1,generator_only,10
5665,referral_hospital,O2_0099,rural,238,1,1,1,1,LOX_bulk_tank,0,0,5.8,1,13,3,0,0,1,1,1,1,1,0,not_applicable,2023,7,40,COVID19_severe,23,17,1,6,0,708.0,40.0,1,grid_reliable,3
5666,referral_hospital,O2_0145,rural,274,1,1,1,1,cylinder_piped,0,0,2.7,1,11,3,2,0,1,1,1,1,1,0,not_applicable,2024,10,43,pneumonia_adult,43,0,1,0,0,594.0,22.0,1,generator_only,4
5667,referral_hospital,O2_0089,peri_urban,178,1,1,1,1,PSA_plant_onsite,3,2,1.4,1,18,7,1,1,1,1,1,1,1,0,not_applicable,2024,3,44,COVID19_severe,22,22,1,6,0,635.0,4.0,1,grid_reliable,3
5668,referral_hospital,O2_0148,urban,282,1,1,1,1,PSA_plant_onsite,0,0,5.7,1,17,6,5,1,1,1,0,1,0,3,demand_surge,2022,12,37,trauma,35,2,1,0,0,748.0,25.0,1,grid_reliable,2
5669,referral_hospital,O2_0117,urban,239,1,1,1,1,LOX_bulk_tank,0,0,5.5,1,13,7,5,0,1,1,0,1,0,0,not_applicable,2022,4,42,asthma_severe,36,6,0,3,0,995.0,16.0,0,solar,1
5670,referral_hospital,O2_0060,peri_urban,191,1,1,1,1,PSA_plant_onsite,0,0,0.5,1,15,4,3,0,1,1,1,1,1,0,not_applicable,2021,4,38,pneumonia_child,29,9,1,7,0,636.0,19.0,1,grid_unreliable,12
5671,referral_hospital,O2_0133,urban,301,1,1,1,1,LOX_bulk_tank,0,0,2.5,1,10,3,1,0,1,1,1,1,1,0,not_applicable,2022,5,47,pneumonia_adult,46,1,1,0,0,794.0,1.0,1,grid_reliable,5
5672,referral_hospital,O2_0016,peri_urban,240,1,1,1,1,cylinder_portable,0,0,5.4,1,6,8,0,0,1,1,0,1,1,0,not_applicable,2024,5,36,surgical_anaesthesia,34,2,1,1,0,723.0,5.0,0,grid_reliable,1
5673,referral_hospital,O2_0145,urban,218,1,1,1,1,oxygen_concentrator,12,9,2.2,1,12,4,4,0,1,1,1,1,0,1,empty_cylinders_not_collected,2022,11,45,severe_malaria,37,8,0,2,0,769.0,16.0,1,solar,0
5674,referral_hospital,O2_0078,urban,224,1,1,1,1,oxygen_concentrator,6,5,3.0,1,11,3,7,0,1,1,1,1,0,0,not_applicable,2023,2,33,severe_malaria,32,1,1,1,0,927.0,29.0,1,generator_only,5
5675,referral_hospital,O2_0124,peri_urban,298,1,1,1,1,PSA_plant_onsite,0,0,6.7,1,10,4,11,0,1,1,1,1,1,0,not_applicable,2022,1,39,COVID19_severe,29,10,0,3,0,1122.0,20.0,1,grid_reliable,1
5676,referral_hospital,O2_0193,urban,278,1,1,1,1,LOX_bulk_tank,0,0,2.2,1,11,3,8,0,1,1,1,1,1,0,not_applicable,2022,7,37,trauma,31,6,0,4,0,648.0,15.0,1,grid_unreliable,5
5677,referral_hospital,O2_0025,peri_urban,296,1,1,1,1,LOX_bulk_tank,0,0,3.7,1,8,5,6,0,1,0,0,1,1,0,not_applicable,2023,3,41,COPD_exacerbation,31,10,1,1,0,800.0,20.0,1,solar,0
5678,referral_hospital,O2_0198,urban,235,1,1,1,1,cylinder_piped,0,0,11.6,1,11,5,1,0,1,1,1,1,0,0,not_applicable,2022,1,37,surgical_anaesthesia,35,2,1,0,0,902.0,0.0,1,grid_reliable,0
5679,referral_hospital,O2_0067,urban,270,1,1,1,1,LOX_bulk_tank,0,0,2.5,1,17,1,10,0,1,1,1,1,1,0,not_applicable,2023,7,40,pneumonia_adult,38,2,1,0,0,736.0,16.0,1,grid_reliable,3
5680,referral_hospital,O2_0005,urban,308,1,1,1,1,cylinder_piped,4,4,1.0,1,9,4,2,0,1,1,0,1,1,0,not_applicable,2023,10,55,pneumonia_child,32,23,1,4,0,807.0,6.0,1,none,4
5681,referral_hospital,O2_0058,rural,274,1,1,1,1,oxygen_concentrator,4,3,3.4,1,15,6,5,0,1,1,1,1,1,0,not_applicable,2022,8,30,pneumonia_child,21,9,0,3,0,819.0,37.0,0,generator_only,4
5682,referral_hospital,O2_0178,rural,309,1,1,1,1,PSA_plant_onsite,0,0,2.1,1,14,6,8,0,1,0,0,1,0,6,PSA_plant_breakdown,2022,5,33,pneumonia_adult,30,3,1,1,0,883.0,9.0,1,generator_only,6
5683,referral_hospital,O2_0159,rural,246,1,1,1,1,LOX_bulk_tank,0,0,2.4,1,10,6,1,0,1,0,0,1,1,0,not_applicable,2022,2,37,other_hypoxemia,23,14,1,6,0,888.0,0.0,0,grid_unreliable,0
5684,referral_hospital,O2_0193,urban,249,1,1,1,1,cylinder_piped,0,0,10.9,1,7,5,3,0,1,1,1,0,0,17,empty_cylinders_not_collected,2023,3,43,sepsis,0,43,0,19,1,670.0,1.0,1,grid_unreliable,8
5685,referral_hospital,O2_0181,rural,228,1,1,1,1,cylinder_piped,0,0,0.5,1,11,3,2,0,1,0,0,1,1,0,not_applicable,2023,6,30,asthma_severe,24,6,1,2,0,304.0,8.0,0,grid_reliable,4
5686,referral_hospital,O2_0117,urban,196,1,1,1,1,PSA_plant_onsite,0,0,4.0,1,9,6,4,1,1,1,1,1,1,0,not_applicable,2023,2,39,heart_failure,23,16,1,4,0,749.0,10.0,1,grid_reliable,10
5687,referral_hospital,O2_0016,rural,255,1,1,1,1,cylinder_piped,5,3,1.5,1,7,4,7,0,1,1,1,1,1,0,not_applicable,2023,12,46,neonatal_respiratory,37,9,1,5,0,475.0,25.0,1,solar,6
5688,referral_hospital,O2_0023,peri_urban,283,1,1,1,1,PSA_plant_onsite,5,4,2.4,1,6,6,7,0,1,1,1,1,1,0,not_applicable,2024,12,35,asthma_severe,30,5,1,1,0,904.0,32.0,1,grid_unreliable,0
5689,referral_hospital,O2_0145,urban,184,1,1,1,1,PSA_plant_onsite,0,0,1.6,1,8,5,0,1,1,1,1,1,1,0,not_applicable,2023,8,43,sepsis,32,11,1,4,0,492.0,20.0,1,solar,0
5690,referral_hospital,O2_0068,rural,286,1,1,1,1,LOX_bulk_tank,0,0,7.7,1,6,4,7,0,1,1,1,1,0,1,regulator_valve_failure,2024,7,38,COVID19_severe,27,11,1,3,0,839.0,40.0,1,generator_only,1
5691,referral_hospital,O2_0057,peri_urban,254,1,1,1,1,LOX_bulk_tank,0,0,5.8,1,13,6,0,0,1,1,1,1,1,0,not_applicable,2024,4,65,neonatal_respiratory,56,9,1,3,0,790.0,0.0,1,grid_reliable,9
5692,referral_hospital,O2_0077,rural,247,1,1,1,1,PSA_plant_onsite,0,0,1.3,1,13,10,16,0,1,0,0,1,1,0,not_applicable,2023,9,48,COVID19_severe,28,20,0,6,0,630.0,1.0,1,solar,20
5693,referral_hospital,O2_0083,rural,180,1,1,1,1,oxygen_concentrator,5,4,3.7,1,12,5,1,0,1,1,0,0,0,3,cylinder_delivery_delay,2023,5,46,other_hypoxemia,0,46,0,14,34,729.0,5.0,1,grid_unreliable,1
5694,referral_hospital,O2_0049,peri_urban,180,1,1,1,1,cylinder_portable,0,0,3.1,1,10,10,3,0,1,1,1,1,1,8,PSA_plant_breakdown,2024,5,45,COPD_exacerbation,30,15,1,4,0,953.0,20.0,0,grid_unreliable,0
5695,referral_hospital,O2_0030,rural,265,1,1,1,1,LOX_bulk_tank,5,3,0.5,1,11,7,0,0,1,1,1,1,1,0,not_applicable,2022,4,35,severe_malaria,27,8,1,4,0,710.0,18.0,1,grid_reliable,13
5696,referral_hospital,O2_0082,urban,290,1,1,1,1,cylinder_piped,0,0,1.1,1,12,3,1,0,1,1,1,1,0,0,not_applicable,2024,3,32,pneumonia_child,32,0,1,0,0,691.0,4.0,1,grid_reliable,2
5697,referral_hospital,O2_0162,urban,249,1,1,1,1,LOX_bulk_tank,0,0,4.0,1,6,3,3,0,1,1,0,1,1,0,not_applicable,2023,12,35,heart_failure,21,14,1,2,0,770.0,13.0,1,generator_only,6
5698,referral_hospital,O2_0195,rural,269,1,1,1,1,oxygen_concentrator,8,3,1.8,1,9,5,1,0,1,1,0,0,0,20,supplier_stockout,2023,3,42,COPD_exacerbation,0,42,0,17,11,876.0,65.0,0,solar,2
5699,referral_hospital,O2_0133,urban,190,1,1,1,1,PSA_plant_onsite,0,0,0.9,1,9,4,3,1,1,1,1,1,1,0,not_applicable,2022,7,44,COVID19_severe,38,6,1,2,0,697.0,29.0,1,grid_reliable,14
5700,referral_hospital,O2_0160,urban,286,1,1,1,1,cylinder_piped,0,0,0.6,1,13,4,5,0,1,1,1,1,1,0,not_applicable,2024,8,36,surgical_anaesthesia,34,2,1,1,0,764.0,22.0,1,grid_unreliable,1
5701,referral_hospital,O2_0107,rural,197,1,1,1,1,cylinder_piped,5,3,1.4,1,10,9,4,0,1,1,1,1,1,0,not_applicable,2022,2,34,neonatal_respiratory,23,11,1,5,0,525.0,17.0,1,grid_reliable,7
5702,referral_hospital,O2_0001,peri_urban,281,1,1,1,1,LOX_bulk_tank,0,0,1.6,1,13,5,12,0,1,0,0,1,1,0,not_applicable,2022,11,36,trauma,36,0,0,0,0,906.0,26.0,1,grid_reliable,0
5703,referral_hospital,O2_0146,rural,156,1,1,1,1,LOX_bulk_tank,0,0,1.9,1,4,5,2,0,1,1,1,1,0,0,not_applicable,2023,4,32,neonatal_respiratory,25,7,0,5,0,783.0,13.0,1,grid_reliable,1
5704,referral_hospital,O2_0117,peri_urban,298,1,1,1,1,LOX_bulk_tank,0,0,1.8,1,12,3,9,0,1,1,0,0,0,12,supplier_stockout,2022,3,33,severe_malaria,0,33,0,8,6,935.0,0.0,1,grid_reliable,4
5705,referral_hospital,O2_0011,urban,320,1,1,1,1,PSA_plant_onsite,0,0,2.7,1,6,5,4,0,1,1,1,1,0,0,not_applicable,2024,8,39,COVID19_severe,24,15,0,6,0,537.0,22.0,1,none,0
5706,referral_hospital,O2_0194,rural,348,1,1,1,1,PSA_plant_onsite,0,0,1.5,1,10,7,6,1,1,1,0,1,0,0,not_applicable,2023,4,37,other_hypoxemia,23,14,0,6,0,885.0,6.0,1,grid_unreliable,16
5707,referral_hospital,O2_0124,urban,263,1,1,1,1,cylinder_piped,7,2,2.0,1,14,7,2,0,1,1,1,1,0,1,PSA_plant_breakdown,2023,1,31,pneumonia_adult,20,11,1,6,0,486.0,14.0,1,grid_reliable,3
5708,referral_hospital,O2_0109,rural,258,1,1,1,1,oxygen_concentrator,5,5,6.0,1,7,5,3,0,1,1,1,1,0,0,not_applicable,2023,2,37,other_hypoxemia,29,8,0,4,0,690.0,5.0,1,solar,8
5709,referral_hospital,O2_0163,urban,279,1,1,1,1,cylinder_piped,0,0,2.1,1,12,5,5,0,1,1,1,1,1,0,not_applicable,2022,1,29,sepsis,26,3,0,2,0,1193.0,3.0,1,generator_only,0
5710,referral_hospital,O2_0136,peri_urban,265,1,1,1,1,PSA_plant_onsite,0,0,4.7,1,12,6,2,1,1,1,1,1,1,0,not_applicable,2024,4,41,COVID19_severe,25,16,1,5,0,724.0,32.0,1,generator_only,0
5711,referral_hospital,O2_0066,peri_urban,199,1,1,1,1,oxygen_concentrator,4,2,2.1,1,9,5,0,0,1,0,0,0,0,30,empty_cylinders_not_collected,2022,12,44,severe_malaria,0,44,0,13,9,859.0,8.0,0,generator_only,6
5712,referral_hospital,O2_0004,urban,286,1,1,1,1,LOX_bulk_tank,0,0,2.2,1,6,6,5,0,1,1,0,1,1,0,not_applicable,2022,9,40,COPD_exacerbation,35,5,0,1,0,815.0,7.0,1,grid_reliable,2
5713,referral_hospital,O2_0157,peri_urban,213,1,1,1,1,PSA_plant_onsite,0,0,0.6,1,8,3,9,1,1,1,1,1,1,0,not_applicable,2024,6,53,severe_malaria,38,15,1,6,0,875.0,93.0,1,grid_unreliable,5
5714,referral_hospital,O2_0120,rural,249,1,1,1,1,cylinder_piped,3,1,6.8,1,8,3,5,0,1,1,1,1,0,1,concentrator_malfunction,2024,9,51,neonatal_respiratory,38,13,1,6,0,809.0,14.0,1,grid_unreliable,2
5715,referral_hospital,O2_0151,urban,240,1,1,1,1,cylinder_piped,8,4,0.9,1,8,5,11,0,1,1,0,1,1,0,not_applicable,2024,7,40,pneumonia_child,30,10,1,1,0,912.0,46.0,1,grid_reliable,1
5716,referral_hospital,O2_0075,rural,302,1,1,1,1,LOX_bulk_tank,0,0,3.6,1,10,4,9,0,1,1,1,1,1,0,not_applicable,2021,1,42,neonatal_respiratory,25,17,1,7,0,942.0,45.0,1,grid_unreliable,7
5717,referral_hospital,O2_0162,urban,296,1,1,1,1,cylinder_piped,0,0,1.3,1,10,5,1,0,1,1,1,1,1,4,funding_for_refill,2024,8,44,pneumonia_child,42,2,1,1,0,711.0,6.0,0,generator_only,4
5718,referral_hospital,O2_0178,urban,318,1,1,1,1,oxygen_concentrator,7,1,0.4,1,11,6,1,0,1,1,1,1,0,0,not_applicable,2023,6,46,pneumonia_child,36,10,1,4,0,711.0,8.0,1,none,3
5719,referral_hospital,O2_0170,urban,295,1,1,1,1,PSA_plant_onsite,0,0,1.1,1,13,3,1,1,1,1,1,1,0,0,not_applicable,2022,11,38,pneumonia_adult,28,10,1,3,0,817.0,19.0,1,grid_unreliable,1
5720,referral_hospital,O2_0188,peri_urban,205,1,1,1,1,cylinder_piped,0,0,1.4,1,6,4,0,0,1,1,0,1,0,0,not_applicable,2023,3,40,pneumonia_child,32,8,1,2,0,1071.0,6.0,1,generator_only,9
5721,referral_hospital,O2_0046,urban,204,1,1,1,1,oxygen_concentrator,2,1,0.8,1,14,5,1,0,1,1,1,1,1,0,not_applicable,2022,2,44,neonatal_respiratory,25,19,1,6,0,964.0,7.0,1,solar,12
5722,referral_hospital,O2_0051,peri_urban,246,1,1,1,1,oxygen_concentrator,7,3,1.0,1,6,4,2,0,1,1,1,0,0,6,supplier_stockout,2024,10,30,other_hypoxemia,0,30,0,11,12,786.0,26.0,1,solar,5
5723,referral_hospital,O2_0114,urban,271,1,1,1,1,LOX_bulk_tank,0,0,4.3,1,13,0,4,0,1,1,1,1,1,0,not_applicable,2024,3,37,sepsis,29,8,1,2,0,733.0,9.0,1,grid_reliable,1
5724,referral_hospital,O2_0128,urban,231,1,1,1,1,LOX_bulk_tank,0,0,0.5,1,13,3,1,0,1,1,0,1,1,0,not_applicable,2022,2,45,severe_malaria,41,4,0,2,0,799.0,36.0,1,grid_reliable,2
5725,referral_hospital,O2_0039,urban,233,1,1,1,1,LOX_bulk_tank,0,0,2.5,1,10,3,2,0,1,1,1,1,1,0,not_applicable,2021,5,42,trauma,42,0,1,0,0,1010.0,1.0,1,grid_unreliable,2
5726,referral_hospital,O2_0043,peri_urban,264,1,1,1,1,PSA_plant_onsite,1,0,4.8,1,15,3,6,0,1,1,1,1,0,7,power_outage,2023,6,43,neonatal_respiratory,37,6,1,2,0,792.0,20.0,1,grid_reliable,0
5727,referral_hospital,O2_0158,rural,205,1,1,1,1,LOX_bulk_tank,0,0,0.2,1,3,8,4,0,1,1,1,1,1,0,not_applicable,2024,8,43,neonatal_respiratory,27,16,1,5,0,672.0,1.0,1,grid_reliable,1
5728,referral_hospital,O2_0100,urban,323,1,1,1,1,LOX_bulk_tank,0,0,3.5,1,7,6,5,0,1,1,1,1,0,0,not_applicable,2024,8,32,sepsis,14,18,0,6,0,760.0,4.0,1,grid_reliable,1
5729,referral_hospital,O2_0141,peri_urban,277,1,1,1,1,oxygen_concentrator,4,2,2.0,1,10,7,3,0,1,0,0,1,0,0,not_applicable,2024,7,46,pneumonia_child,46,0,1,0,0,865.0,17.0,1,grid_unreliable,12
5730,referral_hospital,O2_0034,urban,246,1,1,1,1,LOX_bulk_tank,7,5,1.0,1,9,3,1,0,1,1,1,1,1,1,cylinder_delivery_delay,2021,9,41,pneumonia_child,34,7,1,1,0,558.0,6.0,1,grid_reliable,8
5731,referral_hospital,O2_0140,urban,244,1,1,1,1,oxygen_concentrator,7,4,5.1,1,13,3,4,0,1,1,1,1,1,1,piping_system_leak,2023,4,41,pneumonia_adult,28,13,1,5,0,935.0,22.0,1,grid_unreliable,7
5732,referral_hospital,O2_0156,peri_urban,265,1,1,1,1,oxygen_concentrator,3,1,5.3,1,16,1,0,0,1,0,0,1,1,0,not_applicable,2024,1,38,heart_failure,28,10,1,5,0,762.0,26.0,1,grid_reliable,0
5733,referral_hospital,O2_0187,urban,197,1,1,1,1,oxygen_concentrator,2,1,1.1,1,7,3,4,0,1,1,1,1,1,0,not_applicable,2024,1,47,trauma,32,15,1,3,0,828.0,38.0,1,grid_unreliable,5
5734,referral_hospital,O2_0033,urban,250,1,1,1,1,cylinder_piped,0,0,2.1,1,5,5,6,0,1,1,1,1,1,0,not_applicable,2024,6,39,pneumonia_adult,31,8,1,2,0,631.0,17.0,1,grid_unreliable,0
5735,referral_hospital,O2_0009,rural,318,1,1,1,1,cylinder_piped,0,0,0.9,1,8,5,3,0,1,1,0,1,1,0,not_applicable,2022,8,44,pneumonia_child,36,8,1,5,0,629.0,40.0,1,grid_unreliable,19
5736,referral_hospital,O2_0032,urban,263,1,1,1,1,cylinder_piped,0,0,3.1,1,10,4,3,0,1,1,1,1,0,0,not_applicable,2022,10,41,surgical_anaesthesia,41,0,1,0,0,968.0,41.0,1,generator_only,5
5737,referral_hospital,O2_0024,peri_urban,194,1,1,1,1,LOX_bulk_tank,0,0,0.3,1,13,4,1,0,1,1,1,1,1,0,not_applicable,2024,7,37,surgical_anaesthesia,32,5,0,2,0,518.0,2.0,1,grid_reliable,5
5738,referral_hospital,O2_0140,urban,268,1,1,1,1,PSA_plant_onsite,0,0,4.7,1,6,5,6,1,1,1,1,0,0,9,supplier_stockout,2023,4,41,neonatal_respiratory,0,41,0,14,10,661.0,3.0,1,grid_reliable,0
5739,referral_hospital,O2_0194,urban,309,1,1,1,1,cylinder_piped,1,0,11.7,1,8,2,2,0,1,1,1,1,1,0,not_applicable,2024,9,39,COVID19_severe,23,16,0,10,0,586.0,8.0,1,grid_reliable,2
5740,referral_hospital,O2_0186,urban,364,1,1,1,1,PSA_plant_onsite,0,0,2.2,1,12,6,24,1,1,1,1,1,1,0,not_applicable,2021,5,44,COVID19_severe,23,21,1,8,0,719.0,9.0,1,grid_unreliable,14
5741,referral_hospital,O2_0073,urban,111,1,1,1,1,cylinder_piped,0,0,7.5,1,10,5,3,0,1,0,0,1,1,0,not_applicable,2022,7,46,pneumonia_child,34,12,0,4,0,861.0,12.0,1,generator_only,2
5742,referral_hospital,O2_0182,rural,309,1,1,1,1,LOX_bulk_tank,0,0,1.0,1,15,4,4,0,1,1,1,1,0,0,not_applicable,2022,9,38,surgical_anaesthesia,32,6,1,1,0,659.0,5.0,1,grid_reliable,0
5743,referral_hospital,O2_0021,urban,256,1,1,1,1,cylinder_piped,0,0,1.9,1,9,6,0,0,1,1,0,1,1,0,not_applicable,2023,12,47,pneumonia_child,24,23,1,10,0,708.0,6.0,1,grid_reliable,0
5744,referral_hospital,O2_0053,urban,200,1,1,1,1,cylinder_piped,0,0,4.3,1,8,5,4,0,1,0,0,1,1,1,PSA_plant_breakdown,2022,11,35,surgical_anaesthesia,33,2,1,0,0,871.0,16.0,1,generator_only,1
5745,referral_hospital,O2_0049,urban,217,1,1,1,1,PSA_plant_onsite,5,2,1.3,1,9,4,9,1,1,1,1,1,1,0,not_applicable,2022,2,46,neonatal_respiratory,43,3,1,1,0,1026.0,31.0,1,grid_reliable,0
5746,referral_hospital,O2_0110,urban,215,1,1,1,1,oxygen_concentrator,2,2,1.1,1,17,7,3,0,1,1,0,1,1,0,not_applicable,2023,2,43,neonatal_respiratory,23,20,0,2,0,473.0,2.0,1,grid_reliable,0
5747,referral_hospital,O2_0109,urban,201,1,1,1,1,PSA_plant_onsite,0,0,0.9,1,10,3,12,0,1,1,0,1,1,0,not_applicable,2023,10,51,pneumonia_child,33,18,0,6,0,903.0,20.0,1,solar,1
5748,referral_hospital,O2_0150,urban,260,1,1,1,1,PSA_plant_onsite,0,0,14.7,1,11,8,4,1,1,1,1,0,0,2,power_outage,2022,7,35,pneumonia_adult,0,35,0,10,16,689.0,35.0,1,solar,4
5749,referral_hospital,O2_0108,peri_urban,197,1,1,1,1,PSA_plant_onsite,0,0,0.1,1,10,3,19,0,1,0,0,1,1,4,concentrator_malfunction,2021,2,49,pneumonia_child,45,4,1,2,0,681.0,26.0,1,grid_reliable,2
5750,referral_hospital,O2_0113,rural,264,1,1,1,1,LOX_bulk_tank,0,0,2.0,1,6,6,4,0,1,0,0,1,1,1,demand_surge,2023,12,56,pneumonia_child,48,8,1,4,0,728.0,3.0,1,solar,2
5751,referral_hospital,O2_0067,urban,197,1,1,1,1,cylinder_piped,0,0,4.0,1,8,4,1,0,1,1,0,0,0,13,power_outage,2023,4,47,pneumonia_child,0,47,0,13,4,743.0,9.0,1,none,4
5752,referral_hospital,O2_0151,urban,283,1,1,1,1,LOX_bulk_tank,0,0,4.6,1,16,2,10,0,1,1,1,1,1,0,not_applicable,2022,6,38,sepsis,33,5,0,2,0,696.0,3.0,1,grid_reliable,2
5753,referral_hospital,O2_0147,urban,297,1,1,1,1,PSA_plant_onsite,0,0,3.5,1,10,9,12,1,1,1,1,1,1,0,not_applicable,2022,10,40,neonatal_respiratory,26,14,1,6,0,661.0,8.0,1,grid_unreliable,2
5754,referral_hospital,O2_0152,rural,273,1,1,1,1,cylinder_piped,2,1,2.0,1,13,8,2,0,1,1,1,0,0,13,cylinder_delivery_delay,2023,8,39,asthma_severe,0,39,0,12,12,709.0,9.0,1,generator_only,3
5755,referral_hospital,O2_0009,urban,260,1,1,1,1,oxygen_concentrator,4,2,2.4,1,13,4,1,0,1,1,1,1,1,15,demand_surge,2022,5,32,asthma_severe,22,10,1,4,0,897.0,13.0,1,grid_reliable,1
5756,referral_hospital,O2_0137,rural,236,1,1,1,1,LOX_bulk_tank,0,0,0.7,1,11,4,2,0,1,1,1,1,0,0,not_applicable,2022,6,40,pneumonia_adult,40,0,1,0,0,831.0,26.0,1,solar,1
5757,referral_hospital,O2_0052,urban,240,1,1,1,1,oxygen_concentrator,5,3,2.0,1,10,3,0,0,1,0,0,0,0,30,cylinder_delivery_delay,2024,10,32,surgical_anaesthesia,0,32,0,9,12,1158.0,3.0,1,grid_unreliable,0
5758,referral_hospital,O2_0145,urban,244,1,1,1,1,cylinder_piped,0,0,3.9,1,8,4,1,0,1,1,0,0,0,16,power_outage,2023,9,38,trauma,0,38,0,14,7,835.0,29.0,0,solar,0
5759,referral_hospital,O2_0100,peri_urban,241,1,1,1,1,PSA_plant_onsite,0,0,3.6,1,8,2,5,1,1,1,1,0,0,18,PSA_plant_breakdown,2024,3,41,pneumonia_adult,0,41,0,17,16,870.0,90.0,1,grid_unreliable,1
5760,referral_hospital,O2_0056,urban,205,1,1,1,1,oxygen_concentrator,7,5,1.0,1,10,4,3,0,1,1,1,1,1,0,not_applicable,2024,10,37,pneumonia_child,33,4,1,2,0,954.0,40.0,1,grid_unreliable,9
5761,referral_hospital,O2_0085,urban,221,1,1,1,1,oxygen_concentrator,4,3,10.1,1,9,7,13,0,1,1,0,1,1,0,not_applicable,2024,10,31,trauma,25,6,0,1,0,1021.0,9.0,1,grid_unreliable,2
5762,referral_hospital,O2_0053,urban,213,1,1,1,1,oxygen_concentrator,0,0,2.2,1,6,8,6,0,1,1,0,1,0,0,not_applicable,2022,5,37,COPD_exacerbation,27,10,1,4,0,1090.0,7.0,0,none,12
5763,referral_hospital,O2_0172,rural,191,1,1,1,1,PSA_plant_onsite,3,2,1.5,1,9,5,4,1,1,1,1,1,1,0,not_applicable,2024,6,37,COPD_exacerbation,35,2,0,1,0,775.0,20.0,1,grid_reliable,10
5764,referral_hospital,O2_0074,urban,223,1,1,1,1,LOX_bulk_tank,0,0,2.1,1,9,6,5,0,1,1,1,1,1,0,not_applicable,2024,12,32,COPD_exacerbation,19,13,1,4,0,839.0,40.0,1,generator_only,11
5765,referral_hospital,O2_0057,urban,293,1,1,1,1,LOX_bulk_tank,0,0,5.2,1,10,5,4,0,1,1,1,1,0,0,not_applicable,2021,3,35,other_hypoxemia,22,13,0,4,0,981.0,11.0,1,grid_reliable,3
5766,referral_hospital,O2_0010,urban,244,1,1,1,1,oxygen_concentrator,7,2,2.4,1,5,6,8,0,1,1,0,0,0,3,PSA_plant_breakdown,2022,11,31,neonatal_respiratory,0,31,0,7,5,981.0,8.0,1,grid_unreliable,1
5767,referral_hospital,O2_0002,peri_urban,308,1,1,1,1,PSA_plant_onsite,0,0,1.9,1,9,2,0,1,1,1,1,1,1,0,not_applicable,2021,4,38,severe_malaria,30,8,1,3,0,806.0,7.0,0,solar,0
5768,referral_hospital,O2_0004,urban,261,1,1,1,1,cylinder_portable,14,8,7.1,1,8,4,1,0,1,1,0,1,1,0,not_applicable,2024,10,46,surgical_anaesthesia,39,7,0,3,0,1230.0,7.0,1,generator_only,3
5769,referral_hospital,O2_0112,peri_urban,260,1,1,1,1,LOX_bulk_tank,3,1,6.5,1,5,5,5,0,1,1,1,1,1,0,not_applicable,2023,4,33,sepsis,33,0,1,0,0,809.0,7.0,1,grid_reliable,2
5770,referral_hospital,O2_0102,rural,199,1,1,1,1,cylinder_piped,0,0,7.8,1,6,6,7,0,1,0,0,1,1,0,not_applicable,2024,2,47,pneumonia_adult,32,15,1,3,0,721.0,48.0,1,grid_unreliable,0
5771,referral_hospital,O2_0108,urban,325,1,1,1,1,LOX_bulk_tank,0,0,6.0,1,7,7,1,0,1,1,1,1,1,0,not_applicable,2022,8,46,asthma_severe,38,8,0,6,0,910.0,4.0,1,grid_reliable,2
5772,referral_hospital,O2_0010,peri_urban,232,1,1,1,1,LOX_bulk_tank,0,0,0.7,1,16,7,7,0,1,1,1,1,1,0,not_applicable,2024,9,43,pneumonia_child,32,11,1,4,0,866.0,2.0,1,grid_unreliable,1
5773,referral_hospital,O2_0057,urban,249,1,1,1,1,cylinder_piped,0,0,8.8,1,6,8,6,0,1,1,0,1,1,0,not_applicable,2024,11,40,surgical_anaesthesia,40,0,1,0,0,579.0,0.0,1,grid_unreliable,5
5774,referral_hospital,O2_0055,urban,307,1,1,1,1,cylinder_portable,0,0,1.7,1,10,3,1,0,1,1,0,0,0,1,demand_surge,2022,5,35,pneumonia_adult,0,35,0,12,7,851.0,10.0,0,none,5
5775,referral_hospital,O2_0068,urban,291,1,1,1,1,LOX_bulk_tank,0,0,8.6,1,13,5,3,0,1,1,1,1,1,0,not_applicable,2024,4,26,trauma,22,4,1,2,0,860.0,7.0,1,grid_reliable,0
5776,referral_hospital,O2_0130,urban,196,1,1,1,1,PSA_plant_onsite,0,0,3.8,1,8,5,4,0,1,1,1,1,1,0,not_applicable,2024,3,29,trauma,21,8,0,4,0,681.0,34.0,1,solar,0
5777,referral_hospital,O2_0045,urban,235,1,1,1,1,cylinder_piped,0,0,1.4,1,14,5,1,0,1,0,0,1,1,0,not_applicable,2023,11,31,pneumonia_adult,21,10,1,4,0,1065.0,6.0,1,solar,1
5778,referral_hospital,O2_0046,peri_urban,301,1,1,1,1,LOX_bulk_tank,0,0,5.3,1,11,5,10,0,1,1,1,1,0,4,no_oxygen_source,2022,7,35,other_hypoxemia,21,14,1,2,0,854.0,2.0,1,grid_reliable,6
5779,referral_hospital,O2_0077,urban,242,1,1,1,1,oxygen_concentrator,4,1,0.4,1,6,5,3,0,1,1,1,1,1,0,not_applicable,2023,9,42,pneumonia_adult,33,9,1,4,0,731.0,3.0,0,grid_reliable,20
5780,referral_hospital,O2_0154,urban,236,1,1,1,1,cylinder_piped,0,0,1.1,1,6,5,0,0,1,1,0,1,0,0,not_applicable,2024,11,51,surgical_anaesthesia,49,2,1,1,0,807.0,8.0,1,grid_reliable,4
5781,referral_hospital,O2_0085,urban,238,1,1,1,1,oxygen_concentrator,6,4,2.5,1,8,2,2,0,1,0,0,1,1,1,funding_for_refill,2022,2,41,heart_failure,32,9,1,5,0,931.0,45.0,1,grid_reliable,7
5782,referral_hospital,O2_0167,urban,214,1,1,1,1,LOX_bulk_tank,0,0,2.0,1,5,4,20,0,1,1,1,0,0,2,cylinder_delivery_delay,2022,4,46,pneumonia_adult,0,46,0,13,2,970.0,16.0,1,grid_unreliable,6
5783,referral_hospital,O2_0180,rural,298,1,1,1,1,cylinder_piped,0,0,4.6,1,11,4,9,0,1,1,1,0,0,2,power_outage,2023,8,32,neonatal_respiratory,0,32,0,11,12,745.0,7.0,1,generator_only,2
5784,referral_hospital,O2_0095,urban,197,1,1,1,1,LOX_bulk_tank,0,0,0.4,1,8,7,4,0,1,1,1,1,1,0,not_applicable,2024,5,29,neonatal_respiratory,16,13,1,3,0,1052.0,8.0,1,grid_unreliable,12
5785,referral_hospital,O2_0070,urban,257,1,1,1,1,oxygen_concentrator,4,2,7.7,1,5,5,0,0,1,1,0,1,0,0,not_applicable,2024,1,37,asthma_severe,28,9,1,3,0,878.0,1.0,1,grid_unreliable,1
5786,referral_hospital,O2_0122,peri_urban,255,1,1,1,1,LOX_bulk_tank,0,0,3.8,1,9,8,1,0,1,1,0,1,1,0,not_applicable,2021,9,36,surgical_anaesthesia,28,8,1,4,0,736.0,10.0,1,grid_unreliable,4
5787,referral_hospital,O2_0196,urban,279,1,1,1,1,PSA_plant_onsite,0,0,3.1,1,5,2,3,1,1,1,1,1,0,0,not_applicable,2024,6,41,pneumonia_adult,39,2,0,0,0,612.0,2.0,0,grid_reliable,3
5788,referral_hospital,O2_0105,rural,268,1,1,1,1,cylinder_piped,0,0,0.1,1,8,6,2,0,1,1,1,1,1,1,PSA_plant_breakdown,2021,1,42,heart_failure,40,2,1,0,0,445.0,20.0,0,grid_reliable,10
5789,referral_hospital,O2_0075,peri_urban,208,1,1,1,1,LOX_bulk_tank,11,8,1.7,1,9,5,1,0,1,1,1,0,0,1,PSA_plant_breakdown,2022,1,48,asthma_severe,0,48,0,13,16,612.0,24.0,1,grid_reliable,1
5790,referral_hospital,O2_0023,peri_urban,283,1,1,1,1,cylinder_piped,0,0,1.5,1,11,2,0,0,1,1,1,1,1,0,not_applicable,2022,2,44,pneumonia_adult,22,22,1,6,0,758.0,25.0,0,generator_only,25
5791,referral_hospital,O2_0196,urban,298,1,1,1,1,PSA_plant_onsite,0,0,2.2,1,9,4,1,0,1,0,0,1,1,0,not_applicable,2024,7,37,COVID19_severe,27,10,1,1,0,622.0,2.0,1,grid_unreliable,0
5792,referral_hospital,O2_0139,rural,204,1,1,1,1,PSA_plant_onsite,0,0,2.0,1,14,8,2,1,1,1,1,0,0,25,cylinder_delivery_delay,2023,9,35,pneumonia_child,0,35,0,13,4,630.0,11.0,1,generator_only,0
5793,referral_hospital,O2_0056,peri_urban,196,1,1,1,1,cylinder_portable,0,0,2.9,1,12,5,9,0,1,1,0,1,1,0,not_applicable,2022,10,43,COVID19_severe,40,3,1,2,0,954.0,9.0,1,grid_reliable,14
5794,referral_hospital,O2_0067,rural,190,1,1,1,1,oxygen_concentrator,4,1,0.5,1,10,5,1,0,1,0,0,1,1,0,not_applicable,2023,8,44,surgical_anaesthesia,43,1,1,1,0,817.0,16.0,1,grid_reliable,12
5795,referral_hospital,O2_0041,rural,272,1,1,1,1,oxygen_concentrator,4,3,1.5,1,8,6,12,0,1,1,0,1,1,0,not_applicable,2021,11,40,severe_malaria,28,12,1,4,0,967.0,23.0,1,generator_only,2
5796,referral_hospital,O2_0193,urban,246,1,1,1,1,oxygen_concentrator,4,3,0.2,1,2,6,0,0,1,1,1,1,1,0,not_applicable,2024,8,28,pneumonia_child,13,15,1,4,0,934.0,41.0,1,grid_unreliable,8
5797,referral_hospital,O2_0034,urban,322,1,1,1,1,PSA_plant_onsite,0,0,1.2,1,11,7,6,1,1,1,0,1,0,0,not_applicable,2023,8,32,pneumonia_child,27,5,0,1,0,933.0,6.0,1,grid_unreliable,0
5798,referral_hospital,O2_0007,urban,274,1,1,1,1,cylinder_piped,7,4,1.2,1,11,3,0,0,1,1,1,1,1,0,not_applicable,2023,6,32,pneumonia_child,28,4,1,1,0,940.0,21.0,1,grid_reliable,4
5799,referral_hospital,O2_0075,urban,243,1,1,1,1,oxygen_concentrator,5,5,3.7,1,9,3,3,0,1,1,1,0,0,2,PSA_plant_breakdown,2024,1,40,surgical_anaesthesia,0,40,0,16,15,884.0,3.0,1,grid_reliable,2
5800,referral_hospital,O2_0125,urban,262,1,1,1,1,cylinder_piped,0,0,3.0,1,13,5,0,0,1,1,1,1,1,0,not_applicable,2024,4,31,trauma,18,13,1,3,0,750.0,9.0,1,grid_reliable,3
5801,referral_hospital,O2_0163,rural,241,1,1,1,1,oxygen_concentrator,3,2,5.4,1,11,3,2,0,1,1,1,1,1,0,not_applicable,2021,11,31,severe_malaria,31,0,1,0,0,764.0,11.0,1,grid_reliable,12
5802,referral_hospital,O2_0092,urban,245,1,1,1,1,PSA_plant_onsite,0,0,0.6,1,11,5,6,1,1,1,0,1,1,0,not_applicable,2022,11,36,surgical_anaesthesia,35,1,1,0,0,860.0,18.0,1,grid_reliable,8
5803,referral_hospital,O2_0142,urban,265,1,1,1,1,cylinder_piped,0,0,0.5,1,10,4,0,0,1,1,1,1,1,1,PSA_plant_breakdown,2022,1,41,surgical_anaesthesia,32,9,1,4,0,1025.0,7.0,1,grid_reliable,4
5804,referral_hospital,O2_0173,urban,219,1,1,1,1,cylinder_piped,0,0,4.5,1,13,5,10,0,1,1,1,1,1,0,not_applicable,2023,1,28,COPD_exacerbation,17,11,1,6,0,731.0,12.0,1,grid_reliable,4
5805,referral_hospital,O2_0067,rural,233,1,1,1,1,LOX_bulk_tank,5,3,2.5,1,6,2,3,0,1,1,0,1,1,0,not_applicable,2023,3,43,pneumonia_adult,31,12,0,4,0,609.0,16.0,1,grid_unreliable,6
5806,referral_hospital,O2_0118,urban,203,1,1,1,1,LOX_bulk_tank,0,0,1.5,1,10,5,7,0,1,1,1,1,1,0,not_applicable,2024,2,46,surgical_anaesthesia,40,6,1,4,0,687.0,25.0,1,generator_only,4
5807,referral_hospital,O2_0191,urban,313,1,1,1,1,cylinder_portable,0,0,7.5,1,16,5,2,0,1,1,0,1,1,0,not_applicable,2022,10,41,trauma,41,0,1,0,0,1148.0,22.0,1,solar,1
5808,referral_hospital,O2_0073,urban,314,1,1,1,1,LOX_bulk_tank,0,0,3.8,1,8,6,0,0,1,1,1,1,1,1,PSA_plant_breakdown,2023,4,47,COVID19_severe,21,26,1,12,0,695.0,12.0,1,solar,1
5809,referral_hospital,O2_0131,urban,235,1,1,1,1,LOX_bulk_tank,6,3,2.3,1,10,6,2,0,1,1,1,1,1,0,not_applicable,2023,6,45,COVID19_severe,38,7,0,4,0,590.0,4.0,0,grid_reliable,3
5810,referral_hospital,O2_0012,peri_urban,140,1,1,1,1,LOX_bulk_tank,0,0,0.9,1,10,4,2,0,1,0,0,1,1,0,not_applicable,2022,12,45,COPD_exacerbation,39,6,1,3,0,596.0,8.0,1,grid_reliable,7
5811,referral_hospital,O2_0107,urban,239,1,1,1,1,LOX_bulk_tank,0,0,4.1,1,12,3,0,0,1,1,1,1,1,0,not_applicable,2024,7,46,heart_failure,38,8,0,1,0,954.0,18.0,1,solar,2
5812,referral_hospital,O2_0145,urban,247,1,1,1,1,cylinder_piped,0,0,2.4,1,8,6,4,0,1,1,1,1,0,0,not_applicable,2024,1,37,asthma_severe,33,4,1,2,0,575.0,5.0,0,grid_unreliable,0
5813,referral_hospital,O2_0064,urban,248,1,1,1,1,cylinder_piped,8,4,1.1,1,9,3,5,0,1,1,1,0,0,1,power_outage,2022,7,40,COVID19_severe,0,40,0,16,4,862.0,11.0,1,generator_only,5
5814,referral_hospital,O2_0030,rural,264,1,1,1,1,LOX_bulk_tank,0,0,0.2,1,12,3,12,0,1,1,1,1,1,0,not_applicable,2024,5,53,severe_malaria,40,13,1,3,0,699.0,11.0,1,grid_unreliable,19
5815,referral_hospital,O2_0017,rural,313,1,1,1,1,LOX_bulk_tank,0,0,1.4,1,8,6,0,0,1,1,1,1,0,0,not_applicable,2024,9,26,pneumonia_child,19,7,1,3,0,857.0,24.0,1,grid_reliable,10
5816,referral_hospital,O2_0166,urban,213,1,1,1,1,LOX_bulk_tank,0,0,3.0,1,12,6,5,0,1,1,0,1,1,0,not_applicable,2024,8,40,sepsis,24,16,0,9,0,730.0,21.0,1,grid_reliable,5
5817,referral_hospital,O2_0001,peri_urban,199,1,1,1,1,LOX_bulk_tank,0,0,9.8,1,13,5,1,0,1,1,0,1,1,0,not_applicable,2023,3,39,heart_failure,39,0,1,0,0,892.0,43.0,1,none,1
5818,referral_hospital,O2_0082,urban,287,1,1,1,1,cylinder_piped,5,2,3.4,1,5,3,3,0,1,1,1,1,0,0,not_applicable,2024,8,51,severe_malaria,47,4,1,1,0,827.0,17.0,1,generator_only,4
5819,referral_hospital,O2_0035,peri_urban,193,1,1,1,1,oxygen_concentrator,5,4,3.9,1,9,4,2,0,1,1,1,1,1,0,not_applicable,2024,8,41,pneumonia_adult,27,14,0,4,0,885.0,9.0,1,grid_unreliable,3
5820,referral_hospital,O2_0061,urban,262,1,1,1,1,LOX_bulk_tank,0,0,1.8,1,5,7,0,0,1,1,1,1,0,0,not_applicable,2023,3,43,neonatal_respiratory,30,13,0,3,0,615.0,7.0,1,grid_unreliable,7
5821,referral_hospital,O2_0013,peri_urban,250,1,1,1,1,PSA_plant_onsite,0,0,4.7,1,4,4,5,0,1,0,0,0,0,10,demand_surge,2023,4,41,pneumonia_adult,0,41,0,20,17,757.0,9.0,1,grid_reliable,7
5822,referral_hospital,O2_0196,peri_urban,223,1,1,1,1,LOX_bulk_tank,0,0,4.2,1,5,3,3,0,1,1,1,1,1,0,not_applicable,2024,9,44,neonatal_respiratory,35,9,1,2,0,878.0,2.0,1,generator_only,1
5823,referral_hospital,O2_0042,urban,178,1,1,1,1,oxygen_concentrator,6,3,6.3,1,9,2,3,0,1,1,0,0,0,15,empty_cylinders_not_collected,2023,3,44,pneumonia_adult,0,44,0,14,18,896.0,31.0,1,grid_unreliable,2
5824,referral_hospital,O2_0002,peri_urban,215,1,1,1,1,LOX_bulk_tank,0,0,6.9,1,18,7,7,0,1,1,0,1,1,0,not_applicable,2021,6,47,COPD_exacerbation,39,8,1,2,0,1295.0,4.0,1,generator_only,4
5825,referral_hospital,O2_0027,rural,168,1,1,1,1,LOX_bulk_tank,3,2,1.5,1,13,6,3,0,1,0,0,1,1,0,not_applicable,2022,4,33,pneumonia_child,25,8,0,3,0,1031.0,8.0,1,grid_reliable,3
5826,referral_hospital,O2_0106,urban,248,1,1,1,1,cylinder_portable,0,0,5.6,1,8,9,1,0,1,1,0,1,1,0,not_applicable,2024,2,36,trauma,33,3,0,0,0,901.0,1.0,1,grid_reliable,3
5827,referral_hospital,O2_0150,rural,321,1,1,1,1,PSA_plant_onsite,0,0,1.2,1,11,4,2,1,1,0,0,1,0,0,not_applicable,2023,9,28,COPD_exacerbation,26,2,1,0,0,713.0,63.0,0,grid_reliable,0
5828,referral_hospital,O2_0084,peri_urban,245,1,1,1,1,PSA_plant_onsite,0,0,4.3,1,13,4,6,1,1,0,0,0,0,30,PSA_plant_breakdown,2022,12,43,pneumonia_child,0,43,0,11,24,712.0,17.0,1,grid_unreliable,11
5829,referral_hospital,O2_0123,urban,183,1,1,1,1,LOX_bulk_tank,0,0,0.2,1,4,3,4,0,1,1,1,1,1,0,not_applicable,2021,12,42,surgical_anaesthesia,36,6,0,2,0,794.0,2.0,0,grid_reliable,28
5830,referral_hospital,O2_0059,urban,176,1,1,1,1,cylinder_piped,6,4,4.9,1,8,5,1,0,1,1,1,1,0,0,not_applicable,2024,6,37,trauma,27,10,1,1,0,850.0,4.0,1,generator_only,0
5831,referral_hospital,O2_0157,urban,263,1,1,1,1,PSA_plant_onsite,0,0,0.9,1,8,4,1,1,1,1,1,0,0,11,concentrator_malfunction,2023,1,49,pneumonia_child,0,49,0,13,1,798.0,1.0,1,grid_reliable,13
5832,referral_hospital,O2_0051,urban,184,1,1,1,1,cylinder_piped,0,0,4.7,1,11,5,1,0,1,0,0,1,0,0,not_applicable,2023,7,48,pneumonia_child,33,15,1,3,0,466.0,7.0,1,grid_reliable,7
5833,referral_hospital,O2_0017,urban,263,1,1,1,1,PSA_plant_onsite,0,0,12.6,1,9,9,6,0,1,1,0,1,1,5,cylinder_delivery_delay,2021,5,46,COPD_exacerbation,35,11,0,2,0,735.0,13.0,1,grid_reliable,0
5834,referral_hospital,O2_0120,urban,191,1,1,1,1,LOX_bulk_tank,5,2,4.5,1,12,5,3,0,1,0,0,1,0,0,not_applicable,2023,12,32,trauma,26,6,0,1,0,570.0,6.0,1,grid_reliable,13
5835,referral_hospital,O2_0049,urban,257,1,1,1,1,LOX_bulk_tank,0,0,2.5,1,11,7,3,0,1,1,0,1,1,0,not_applicable,2024,5,47,severe_malaria,40,7,1,3,0,945.0,25.0,0,grid_reliable,2
5836,referral_hospital,O2_0128,peri_urban,258,1,1,1,1,cylinder_piped,0,0,6.0,1,8,5,13,0,1,1,1,1,1,0,not_applicable,2022,11,48,pneumonia_adult,36,12,0,2,0,761.0,25.0,1,generator_only,0
5837,referral_hospital,O2_0182,urban,249,1,1,1,1,PSA_plant_onsite,3,2,1.3,1,9,7,0,1,1,1,1,1,1,0,not_applicable,2024,12,34,severe_malaria,34,0,1,0,0,638.0,0.0,1,none,6
5838,referral_hospital,O2_0005,urban,211,1,1,1,1,cylinder_piped,0,0,16.1,1,6,5,2,0,1,1,1,1,1,0,not_applicable,2024,1,48,heart_failure,38,10,1,4,0,906.0,2.0,1,grid_reliable,5
5839,referral_hospital,O2_0016,peri_urban,254,1,1,1,1,cylinder_piped,0,0,0.3,1,8,8,4,0,1,1,1,1,1,0,not_applicable,2022,12,47,surgical_anaesthesia,46,1,1,0,0,1018.0,2.0,1,grid_reliable,17
5840,referral_hospital,O2_0115,urban,281,1,1,1,1,oxygen_concentrator,6,3,4.0,1,13,4,3,0,1,1,1,1,1,0,not_applicable,2022,1,48,COVID19_severe,37,11,1,5,0,641.0,3.0,1,grid_unreliable,0
5841,referral_hospital,O2_0063,rural,284,1,1,1,1,oxygen_concentrator,7,6,0.0,1,11,1,1,0,1,1,1,1,1,0,not_applicable,2022,10,38,heart_failure,28,10,0,6,0,765.0,18.0,1,grid_reliable,20
5842,referral_hospital,O2_0062,urban,243,1,1,1,1,oxygen_concentrator,6,3,8.4,1,9,4,2,0,1,0,0,1,1,0,not_applicable,2022,11,37,asthma_severe,29,8,1,3,0,877.0,6.0,1,grid_unreliable,5
5843,referral_hospital,O2_0004,rural,283,1,1,1,1,cylinder_piped,0,0,0.5,1,12,2,20,0,1,0,0,0,0,30,funding_for_refill,2021,6,42,COVID19_severe,0,42,0,15,8,555.0,1.0,1,grid_unreliable,1
5844,referral_hospital,O2_0044,urban,258,1,1,1,1,LOX_bulk_tank,0,0,8.8,1,9,1,5,0,1,1,1,1,0,0,not_applicable,2023,2,26,neonatal_respiratory,15,11,1,2,0,884.0,7.0,0,grid_reliable,9
5845,referral_hospital,O2_0016,urban,245,1,1,1,1,oxygen_concentrator,6,3,2.9,1,8,3,0,0,1,1,0,1,0,1,piping_system_leak,2021,7,47,COPD_exacerbation,35,12,1,4,0,867.0,15.0,1,none,0
5846,referral_hospital,O2_0057,urban,301,1,1,1,1,cylinder_piped,0,0,3.3,1,11,4,19,0,1,1,1,1,1,0,not_applicable,2024,3,39,COVID19_severe,38,1,0,0,0,694.0,24.0,1,grid_reliable,2
5847,referral_hospital,O2_0006,rural,303,1,1,1,1,PSA_plant_onsite,0,0,1.7,1,12,4,7,1,1,1,0,1,0,0,not_applicable,2024,7,42,COPD_exacerbation,29,13,1,5,0,828.0,124.0,1,grid_reliable,5
5848,referral_hospital,O2_0145,peri_urban,214,1,1,1,1,PSA_plant_onsite,0,0,5.1,1,8,4,4,1,1,1,0,1,1,0,not_applicable,2023,6,35,pneumonia_adult,33,2,1,0,0,695.0,2.0,1,none,0
5849,referral_hospital,O2_0119,rural,261,1,1,1,1,PSA_plant_onsite,0,0,0.7,1,17,8,6,1,1,0,0,1,1,1,concentrator_malfunction,2021,2,46,pneumonia_child,45,1,0,1,0,815.0,9.0,1,grid_reliable,5
5850,referral_hospital,O2_0192,rural,290,1,1,1,1,LOX_bulk_tank,0,0,1.2,1,9,6,3,0,1,0,0,1,1,0,not_applicable,2021,12,39,sepsis,23,16,1,9,0,831.0,2.0,1,grid_reliable,1
5851,referral_hospital,O2_0124,peri_urban,260,1,1,1,1,oxygen_concentrator,5,2,3.5,1,10,5,5,0,1,0,0,1,1,0,not_applicable,2022,3,42,COPD_exacerbation,34,8,1,2,0,821.0,1.0,1,grid_unreliable,2
5852,referral_hospital,O2_0169,peri_urban,328,1,1,1,1,PSA_plant_onsite,0,0,0.6,1,14,7,1,1,1,0,0,1,1,0,not_applicable,2021,9,32,other_hypoxemia,27,5,1,1,0,707.0,6.0,1,none,4
5853,referral_hospital,O2_0001,urban,271,1,1,1,1,LOX_bulk_tank,4,3,9.2,1,12,5,4,0,1,0,0,1,1,0,not_applicable,2022,1,37,neonatal_respiratory,29,8,1,5,0,757.0,2.0,1,grid_unreliable,1
5854,referral_hospital,O2_0042,peri_urban,190,1,1,1,1,LOX_bulk_tank,0,0,1.7,1,8,3,3,0,1,0,0,1,1,0,not_applicable,2022,7,38,neonatal_respiratory,24,14,1,6,0,921.0,6.0,1,grid_reliable,15
5855,referral_hospital,O2_0048,urban,260,1,1,1,1,LOX_bulk_tank,0,0,1.4,1,12,4,20,0,1,1,1,1,1,0,not_applicable,2022,8,51,surgical_anaesthesia,31,20,1,6,0,958.0,19.0,1,grid_reliable,2
5856,referral_hospital,O2_0093,peri_urban,267,1,1,1,1,oxygen_concentrator,1,0,3.0,1,11,2,0,0,1,1,0,0,0,3,PSA_plant_breakdown,2022,12,50,asthma_severe,0,50,0,10,10,840.0,5.0,1,grid_reliable,3
5857,referral_hospital,O2_0026,urban,265,1,1,1,1,PSA_plant_onsite,0,0,3.9,1,12,2,6,1,1,1,0,1,1,0,not_applicable,2023,1,38,pneumonia_adult,30,8,1,3,0,619.0,36.0,0,none,0
5858,referral_hospital,O2_0040,peri_urban,296,1,1,1,1,PSA_plant_onsite,0,0,2.8,1,5,4,4,0,1,1,1,1,1,0,not_applicable,2023,1,26,severe_malaria,16,10,1,3,0,738.0,6.0,1,solar,9
5859,referral_hospital,O2_0086,urban,245,1,1,1,1,cylinder_piped,0,0,1.0,1,7,10,0,0,1,1,1,1,0,0,not_applicable,2021,8,43,pneumonia_adult,29,14,1,8,0,809.0,11.0,1,grid_reliable,2
5860,referral_hospital,O2_0188,urban,254,1,1,1,1,cylinder_portable,0,0,0.0,1,10,10,3,0,1,1,1,1,0,3,demand_surge,2022,5,39,asthma_severe,28,11,1,4,0,684.0,16.0,1,grid_unreliable,7
5861,referral_hospital,O2_0046,urban,248,1,1,1,1,cylinder_piped,7,4,4.2,1,18,3,0,0,1,0,0,1,1,0,not_applicable,2022,12,37,COVID19_severe,35,2,1,1,0,910.0,41.0,1,grid_unreliable,5
5862,referral_hospital,O2_0179,urban,242,1,1,1,1,oxygen_concentrator,4,4,2.4,1,10,6,2,0,1,0,0,1,1,0,not_applicable,2022,12,49,heart_failure,49,0,1,0,0,844.0,16.0,1,grid_unreliable,5
5863,referral_hospital,O2_0068,peri_urban,298,1,1,1,1,oxygen_concentrator,5,2,7.2,1,7,7,5,0,1,1,1,1,1,0,not_applicable,2021,9,55,COPD_exacerbation,35,20,1,7,0,877.0,9.0,1,none,2
5864,referral_hospital,O2_0195,urban,235,1,1,1,1,PSA_plant_onsite,6,5,6.9,1,12,7,4,0,1,1,1,1,1,4,cylinder_delivery_delay,2022,11,35,COVID19_severe,25,10,1,4,0,1085.0,8.0,1,solar,6
5865,referral_hospital,O2_0187,urban,171,1,1,1,1,PSA_plant_onsite,0,0,2.9,1,15,5,1,1,1,1,1,1,1,0,not_applicable,2022,10,55,COVID19_severe,51,4,1,0,0,740.0,16.0,1,generator_only,6
5866,referral_hospital,O2_0105,urban,270,1,1,1,1,cylinder_piped,4,1,0.7,1,12,4,1,0,1,1,1,1,1,0,not_applicable,2023,8,38,asthma_severe,26,12,1,4,0,736.0,26.0,1,none,1
5867,referral_hospital,O2_0166,urban,279,1,1,1,1,cylinder_piped,0,0,1.6,1,9,7,9,0,1,1,1,1,1,0,not_applicable,2024,12,39,severe_malaria,22,17,1,5,0,789.0,3.0,1,none,15
5868,referral_hospital,O2_0114,urban,261,1,1,1,1,LOX_bulk_tank,0,0,12.7,1,11,5,0,0,1,1,1,1,1,0,not_applicable,2023,11,50,surgical_anaesthesia,42,8,1,4,0,732.0,5.0,1,grid_unreliable,1
5869,referral_hospital,O2_0081,peri_urban,315,1,1,1,1,cylinder_piped,0,0,3.7,1,7,9,1,0,1,1,1,1,1,0,not_applicable,2024,2,48,surgical_anaesthesia,35,13,1,3,0,951.0,6.0,1,grid_reliable,0
5870,referral_hospital,O2_0066,peri_urban,255,1,1,1,1,PSA_plant_onsite,0,0,1.4,1,13,6,1,0,1,1,1,1,1,0,not_applicable,2023,11,45,pneumonia_adult,35,10,1,4,0,759.0,10.0,1,grid_unreliable,5
5871,referral_hospital,O2_0121,peri_urban,246,1,1,1,1,PSA_plant_onsite,0,0,0.3,1,10,1,2,0,1,1,1,1,1,0,not_applicable,2023,2,29,pneumonia_child,24,5,0,3,0,1141.0,47.0,1,grid_reliable,5
5872,referral_hospital,O2_0189,peri_urban,203,1,1,1,1,LOX_bulk_tank,0,0,0.8,1,11,6,1,0,1,1,1,1,1,4,concentrator_malfunction,2024,2,51,severe_malaria,36,15,1,6,0,826.0,23.0,1,grid_reliable,4
5873,referral_hospital,O2_0155,peri_urban,258,1,1,1,1,PSA_plant_onsite,0,0,0.5,1,13,8,0,1,1,1,1,1,1,0,not_applicable,2021,10,32,neonatal_respiratory,22,10,1,2,0,957.0,6.0,1,generator_only,10
5874,referral_hospital,O2_0168,urban,300,1,1,1,1,PSA_plant_onsite,0,0,6.5,1,12,5,0,0,1,1,0,1,1,0,not_applicable,2023,2,34,severe_malaria,29,5,0,0,0,714.0,2.0,1,grid_unreliable,0
5875,referral_hospital,O2_0074,urban,168,1,1,1,1,LOX_bulk_tank,0,0,1.3,1,9,3,1,0,1,1,1,0,0,3,regulator_valve_failure,2023,11,47,surgical_anaesthesia,0,47,0,18,16,1064.0,8.0,1,generator_only,1
5876,referral_hospital,O2_0067,urban,251,1,1,1,1,PSA_plant_onsite,0,0,4.0,1,10,4,17,0,1,1,1,1,1,0,not_applicable,2022,6,39,severe_malaria,26,13,0,4,0,623.0,0.0,1,grid_unreliable,2
5877,referral_hospital,O2_0180,urban,251,1,1,1,1,cylinder_portable,0,0,8.6,1,16,3,7,0,1,1,1,0,0,7,demand_surge,2023,8,33,COPD_exacerbation,0,33,0,13,12,612.0,8.0,1,none,5
5878,referral_hospital,O2_0007,peri_urban,194,1,1,1,1,oxygen_concentrator,6,2,0.5,1,15,2,4,0,1,1,1,1,1,0,not_applicable,2024,12,42,pneumonia_adult,25,17,1,6,0,838.0,2.0,1,grid_reliable,0
5879,referral_hospital,O2_0061,urban,297,1,1,1,1,LOX_bulk_tank,0,0,0.3,1,16,7,2,0,1,1,0,1,0,2,concentrator_malfunction,2024,10,55,pneumonia_child,36,19,1,8,0,731.0,9.0,1,grid_reliable,3
5880,referral_hospital,O2_0060,urban,242,1,1,1,1,PSA_plant_onsite,0,0,5.7,1,14,7,5,1,1,1,1,1,1,0,not_applicable,2023,9,35,COPD_exacerbation,31,4,0,3,0,919.0,0.0,1,none,6
5881,referral_hospital,O2_0091,rural,288,1,1,1,1,oxygen_concentrator,4,3,1.2,1,11,3,3,0,1,1,0,1,1,0,not_applicable,2023,3,46,severe_malaria,37,9,0,1,0,816.0,5.0,0,grid_reliable,4
5882,referral_hospital,O2_0008,rural,329,1,1,1,1,cylinder_piped,0,0,3.5,1,12,3,0,0,1,1,1,1,1,0,not_applicable,2023,8,40,severe_malaria,38,2,1,0,0,923.0,7.0,1,generator_only,4
5883,referral_hospital,O2_0098,peri_urban,301,1,1,1,1,LOX_bulk_tank,0,0,3.6,1,17,7,1,0,1,1,1,1,0,7,cylinder_delivery_delay,2022,11,39,pneumonia_child,37,2,1,0,0,943.0,11.0,1,grid_unreliable,1
5884,referral_hospital,O2_0086,peri_urban,260,1,1,1,1,oxygen_concentrator,4,2,1.0,1,6,3,0,0,1,1,1,1,1,9,supplier_stockout,2021,6,31,neonatal_respiratory,25,6,1,2,0,867.0,0.0,1,generator_only,8
5885,referral_hospital,O2_0099,urban,263,1,1,1,1,cylinder_piped,4,2,9.6,1,11,1,8,0,1,0,0,1,1,0,not_applicable,2021,3,43,severe_malaria,23,20,0,9,0,704.0,5.0,1,none,6
5886,referral_hospital,O2_0017,peri_urban,289,1,1,1,1,oxygen_concentrator,4,3,2.2,1,7,6,9,0,1,1,1,1,1,0,not_applicable,2022,3,39,COPD_exacerbation,38,1,0,1,0,826.0,7.0,0,grid_reliable,0
5887,referral_hospital,O2_0176,urban,232,1,1,1,1,LOX_bulk_tank,0,0,2.6,1,9,8,9,0,1,1,1,1,1,0,not_applicable,2022,2,42,surgical_anaesthesia,24,18,1,5,0,667.0,6.0,1,grid_reliable,9
5888,referral_hospital,O2_0188,urban,302,1,1,1,1,LOX_bulk_tank,7,5,0.2,1,12,3,3,0,1,1,1,1,1,0,not_applicable,2021,6,36,asthma_severe,26,10,0,0,0,732.0,2.0,1,grid_unreliable,3
5889,referral_hospital,O2_0171,urban,272,1,1,1,1,oxygen_concentrator,7,5,3.3,1,10,1,6,0,1,0,0,0,0,10,power_outage,2024,2,40,pneumonia_adult,0,40,0,15,4,771.0,4.0,1,generator_only,8
5890,referral_hospital,O2_0173,urban,307,1,1,1,1,PSA_plant_onsite,7,4,4.9,1,8,2,0,0,1,1,1,1,1,4,empty_cylinders_not_collected,2023,6,38,neonatal_respiratory,34,4,1,0,0,869.0,7.0,1,none,0
5891,referral_hospital,O2_0169,urban,282,1,1,1,1,LOX_bulk_tank,0,0,1.0,1,6,7,13,0,1,1,0,0,0,7,no_oxygen_source,2021,1,47,other_hypoxemia,0,47,0,12,4,780.0,2.0,1,grid_reliable,24
5892,referral_hospital,O2_0082,rural,221,1,1,1,1,oxygen_concentrator,4,2,4.9,1,13,3,0,0,1,1,1,1,1,1,regulator_valve_failure,2024,8,40,asthma_severe,28,12,1,5,0,900.0,20.0,1,solar,1
5893,referral_hospital,O2_0013,peri_urban,234,1,1,1,1,LOX_bulk_tank,0,0,1.5,1,14,3,11,0,1,1,1,1,0,0,not_applicable,2021,11,45,trauma,39,6,0,1,0,798.0,10.0,1,grid_reliable,0
5894,referral_hospital,O2_0194,urban,300,1,1,1,1,oxygen_concentrator,4,3,1.3,1,10,2,1,0,1,1,0,1,0,0,not_applicable,2021,8,36,severe_malaria,30,6,1,2,0,749.0,12.0,1,generator_only,4
5895,referral_hospital,O2_0118,urban,245,1,1,1,1,LOX_bulk_tank,0,0,13.2,1,6,8,2,0,1,1,1,1,1,0,not_applicable,2024,8,42,severe_malaria,26,16,1,7,0,814.0,0.0,1,grid_reliable,1
5896,referral_hospital,O2_0004,peri_urban,237,1,1,1,1,LOX_bulk_tank,6,4,4.3,1,10,8,2,0,1,1,1,0,0,3,empty_cylinders_not_collected,2022,2,41,COVID19_severe,0,41,0,12,17,862.0,7.0,1,grid_unreliable,0
5897,referral_hospital,O2_0160,rural,228,1,1,1,1,cylinder_piped,4,2,1.6,1,9,5,2,0,1,1,1,1,1,0,not_applicable,2023,7,31,COPD_exacerbation,21,10,1,1,0,1121.0,11.0,1,grid_unreliable,6
5898,referral_hospital,O2_0143,rural,318,1,1,1,1,oxygen_concentrator,2,1,1.5,1,10,4,8,0,1,1,1,1,1,0,not_applicable,2023,4,47,COVID19_severe,35,12,1,4,0,536.0,2.0,0,grid_unreliable,0
5899,referral_hospital,O2_0070,urban,209,1,1,1,1,cylinder_piped,0,0,1.0,1,12,1,3,0,1,1,1,1,1,2,power_outage,2024,4,42,COVID19_severe,24,18,1,6,0,679.0,12.0,1,grid_unreliable,0
5900,referral_hospital,O2_0056,urban,174,1,1,1,1,LOX_bulk_tank,0,0,0.3,1,13,7,8,0,1,1,1,1,0,0,not_applicable,2023,1,49,severe_malaria,38,11,0,4,0,1066.0,4.0,1,grid_unreliable,1
5901,referral_hospital,O2_0076,urban,279,1,1,1,1,LOX_bulk_tank,0,0,3.6,1,6,4,11,0,1,1,0,0,0,4,power_outage,2022,1,44,neonatal_respiratory,0,44,0,14,16,884.0,24.0,1,generator_only,7
5902,referral_hospital,O2_0050,rural,233,1,1,1,1,PSA_plant_onsite,2,1,5.5,1,11,5,3,1,1,1,0,1,1,2,power_outage,2023,1,38,asthma_severe,31,7,0,0,0,745.0,6.0,1,generator_only,10
5903,referral_hospital,O2_0039,urban,316,1,1,1,1,LOX_bulk_tank,0,0,1.5,1,13,3,3,0,1,1,1,1,1,0,not_applicable,2022,10,32,pneumonia_adult,22,10,1,5,0,955.0,15.0,1,grid_unreliable,0
5904,referral_hospital,O2_0183,urban,226,1,1,1,1,cylinder_piped,0,0,4.5,1,17,2,6,0,1,0,0,1,1,0,not_applicable,2021,11,44,pneumonia_child,44,0,0,0,0,863.0,3.0,1,solar,0
5905,referral_hospital,O2_0092,urban,242,1,1,1,1,PSA_plant_onsite,0,0,18.3,1,14,6,1,0,1,1,1,1,1,1,empty_cylinders_not_collected,2021,3,40,sepsis,40,0,0,0,0,955.0,18.0,0,grid_unreliable,3
5906,referral_hospital,O2_0148,peri_urban,274,1,1,1,1,LOX_bulk_tank,0,0,0.7,1,15,6,11,0,1,1,0,0,0,17,funding_for_refill,2023,11,39,pneumonia_child,0,39,0,13,16,554.0,31.0,1,grid_reliable,17
5907,referral_hospital,O2_0116,urban,176,1,1,1,1,LOX_bulk_tank,0,0,3.1,1,1,5,0,0,1,1,1,1,1,0,not_applicable,2023,6,40,pneumonia_child,25,15,1,3,0,851.0,14.0,1,generator_only,3
5908,referral_hospital,O2_0083,rural,216,1,1,1,1,cylinder_piped,0,0,2.4,1,6,5,8,0,1,1,1,1,1,0,not_applicable,2023,12,39,trauma,39,0,1,0,0,1060.0,33.0,1,generator_only,18
5909,referral_hospital,O2_0120,peri_urban,214,1,1,1,1,oxygen_concentrator,5,4,1.6,1,12,5,4,0,1,1,1,1,1,0,not_applicable,2023,9,29,severe_malaria,26,3,1,2,0,699.0,13.0,1,grid_unreliable,0
5910,referral_hospital,O2_0174,peri_urban,258,1,1,1,1,oxygen_concentrator,3,1,1.0,1,14,4,0,0,1,1,0,1,1,0,not_applicable,2024,12,49,trauma,46,3,1,1,0,767.0,15.0,1,none,3
5911,referral_hospital,O2_0148,rural,262,1,1,1,1,LOX_bulk_tank,0,0,1.9,1,13,7,2,0,1,1,1,1,1,8,cylinder_delivery_delay,2023,10,41,neonatal_respiratory,30,11,1,4,0,701.0,30.0,1,solar,7
5912,referral_hospital,O2_0150,rural,229,1,1,1,1,cylinder_piped,4,3,3.7,1,5,6,1,0,1,1,1,0,0,30,concentrator_malfunction,2023,2,33,heart_failure,0,33,0,8,1,914.0,6.0,0,solar,10
5913,referral_hospital,O2_0046,urban,217,1,1,1,1,LOX_bulk_tank,0,0,4.1,1,9,6,1,0,1,1,1,1,1,0,not_applicable,2024,11,39,COVID19_severe,30,9,1,3,0,844.0,14.0,1,grid_unreliable,3
5914,referral_hospital,O2_0076,peri_urban,152,1,1,1,1,PSA_plant_onsite,11,11,2.2,1,9,2,12,1,1,1,0,1,0,0,not_applicable,2024,5,35,sepsis,32,3,1,1,0,739.0,4.0,1,grid_unreliable,1
5915,referral_hospital,O2_0179,rural,344,1,1,1,1,LOX_bulk_tank,0,0,3.4,1,9,4,3,0,1,1,1,1,1,0,not_applicable,2024,8,29,surgical_anaesthesia,24,5,1,2,0,778.0,44.0,1,solar,0
5916,referral_hospital,O2_0128,urban,230,1,1,1,1,PSA_plant_onsite,0,0,1.7,1,14,9,0,0,1,1,1,1,1,0,not_applicable,2023,5,36,trauma,27,9,0,3,0,831.0,18.0,1,generator_only,6
5917,referral_hospital,O2_0084,urban,242,1,1,1,1,oxygen_concentrator,3,3,14.7,1,12,4,1,0,1,1,0,1,1,0,not_applicable,2023,1,43,COVID19_severe,34,9,1,5,0,858.0,19.0,1,grid_reliable,2
5918,referral_hospital,O2_0042,peri_urban,293,1,1,1,1,LOX_bulk_tank,0,0,1.2,1,9,2,1,0,1,1,1,1,1,0,not_applicable,2024,7,35,heart_failure,35,0,1,0,0,940.0,39.0,0,grid_unreliable,0
5919,referral_hospital,O2_0028,urban,269,1,1,1,1,cylinder_piped,0,0,6.9,1,12,6,9,0,1,0,0,1,1,0,not_applicable,2024,3,32,surgical_anaesthesia,29,3,0,0,0,855.0,17.0,0,grid_unreliable,11
5920,referral_hospital,O2_0018,urban,230,1,1,1,1,LOX_bulk_tank,0,0,0.1,1,8,3,3,0,1,1,1,1,1,0,not_applicable,2024,4,34,pneumonia_child,33,1,0,1,0,823.0,5.0,1,grid_reliable,3
5921,referral_hospital,O2_0112,urban,216,1,1,1,1,oxygen_concentrator,5,3,1.3,1,10,12,1,0,1,0,0,1,0,0,not_applicable,2024,1,30,pneumonia_adult,20,10,0,2,0,735.0,22.0,1,grid_unreliable,23
5922,referral_hospital,O2_0171,urban,258,1,1,1,1,LOX_bulk_tank,0,0,0.8,1,8,5,2,0,1,1,1,1,0,1,power_outage,2021,3,42,neonatal_respiratory,41,1,1,0,0,808.0,12.0,1,grid_reliable,3
5923,referral_hospital,O2_0150,peri_urban,213,1,1,1,1,oxygen_concentrator,2,1,6.0,1,11,4,7,0,1,1,1,0,0,4,PSA_plant_breakdown,2021,12,44,pneumonia_adult,0,44,0,15,3,860.0,3.0,1,grid_reliable,4
5924,referral_hospital,O2_0082,peri_urban,219,1,1,1,1,LOX_bulk_tank,0,0,0.4,1,12,8,2,0,1,0,0,1,1,4,concentrator_malfunction,2023,11,43,sepsis,35,8,1,0,0,970.0,18.0,1,grid_reliable,6
5925,referral_hospital,O2_0117,rural,173,1,1,1,1,PSA_plant_onsite,0,0,0.2,1,9,4,2,1,1,1,0,1,1,0,not_applicable,2022,9,52,pneumonia_child,49,3,1,1,0,898.0,2.0,1,grid_unreliable,2
5926,referral_hospital,O2_0077,urban,343,1,1,1,1,LOX_bulk_tank,3,2,0.4,1,10,5,2,0,1,1,1,1,1,0,not_applicable,2023,6,47,surgical_anaesthesia,34,13,1,4,0,925.0,18.0,1,grid_unreliable,0
5927,referral_hospital,O2_0150,rural,245,1,1,1,1,LOX_bulk_tank,0,0,2.6,1,7,4,27,0,1,0,0,0,0,29,PSA_plant_breakdown,2023,11,46,pneumonia_adult,0,46,0,12,11,991.0,37.0,1,grid_reliable,7
5928,referral_hospital,O2_0165,peri_urban,288,1,1,1,1,oxygen_concentrator,3,1,2.7,1,16,2,2,0,1,1,0,1,1,0,not_applicable,2024,6,53,neonatal_respiratory,53,0,1,0,0,735.0,29.0,1,grid_unreliable,3
5929,referral_hospital,O2_0180,peri_urban,210,1,1,1,1,PSA_plant_onsite,0,0,2.5,1,6,8,6,0,1,1,1,1,1,0,not_applicable,2023,5,38,heart_failure,38,0,1,0,0,740.0,61.0,0,grid_reliable,0
5930,referral_hospital,O2_0154,urban,205,1,1,1,1,cylinder_piped,0,0,5.4,1,16,3,1,0,1,1,1,1,1,1,supplier_stockout,2024,11,40,COVID19_severe,35,5,0,3,0,912.0,110.0,1,grid_unreliable,0
5931,referral_hospital,O2_0104,rural,251,1,1,1,1,oxygen_concentrator,2,2,0.3,1,17,5,0,0,1,0,0,1,0,0,not_applicable,2024,10,41,asthma_severe,34,7,1,4,0,1011.0,6.0,1,grid_unreliable,0
5932,referral_hospital,O2_0039,urban,285,1,1,1,1,cylinder_portable,0,0,4.2,1,9,6,3,0,1,1,0,0,0,6,concentrator_malfunction,2024,11,41,trauma,0,41,0,18,7,777.0,2.0,1,none,6
5933,referral_hospital,O2_0001,urban,269,1,1,1,1,LOX_bulk_tank,0,0,2.0,1,12,7,14,0,1,1,1,1,1,0,not_applicable,2023,7,40,sepsis,31,9,1,3,0,827.0,13.0,1,grid_unreliable,6
5934,referral_hospital,O2_0154,urban,316,1,1,1,1,LOX_bulk_tank,0,0,0.4,1,6,8,16,0,1,1,1,1,0,0,not_applicable,2024,2,22,other_hypoxemia,22,0,0,0,0,883.0,23.0,1,grid_reliable,15
5935,referral_hospital,O2_0181,urban,253,1,1,1,1,oxygen_concentrator,4,1,1.3,1,12,4,2,0,1,1,0,1,1,0,not_applicable,2021,5,40,surgical_anaesthesia,21,19,1,3,0,633.0,15.0,1,grid_reliable,8
5936,referral_hospital,O2_0165,rural,219,1,1,1,1,cylinder_piped,0,0,1.5,1,13,5,0,0,1,1,1,0,0,5,cylinder_delivery_delay,2023,3,35,COVID19_severe,0,35,0,15,16,1008.0,1.0,1,grid_reliable,2
5937,referral_hospital,O2_0188,rural,265,1,1,1,1,PSA_plant_onsite,0,0,9.0,1,7,8,2,0,1,0,0,1,1,2,demand_surge,2023,9,45,COPD_exacerbation,25,20,1,7,0,1117.0,14.0,1,grid_unreliable,0
5938,referral_hospital,O2_0195,peri_urban,269,1,1,1,1,cylinder_portable,0,0,2.2,1,10,5,2,0,1,0,0,0,0,16,demand_surge,2022,11,39,pneumonia_child,0,39,0,16,11,855.0,37.0,1,grid_reliable,3
5939,referral_hospital,O2_0004,urban,218,1,1,1,1,PSA_plant_onsite,0,0,0.4,1,5,5,1,0,1,1,0,1,1,0,not_applicable,2024,2,43,pneumonia_child,36,7,1,1,0,608.0,7.0,1,grid_reliable,9
5940,referral_hospital,O2_0099,urban,262,1,1,1,1,LOX_bulk_tank,0,0,4.1,1,9,5,16,0,1,1,1,0,0,14,cylinder_delivery_delay,2023,12,42,trauma,0,42,0,15,15,854.0,5.0,1,grid_unreliable,9
5941,referral_hospital,O2_0182,peri_urban,213,1,1,1,1,cylinder_piped,0,0,4.5,1,9,8,0,0,1,1,0,1,1,0,not_applicable,2024,5,43,COVID19_severe,28,15,1,6,0,527.0,11.0,1,grid_reliable,6
5942,referral_hospital,O2_0195,urban,230,1,1,1,1,PSA_plant_onsite,0,0,0.2,1,9,7,1,0,1,0,0,0,0,5,piping_system_leak,2024,11,32,pneumonia_adult,0,32,0,8,16,725.0,14.0,1,solar,3
5943,referral_hospital,O2_0194,rural,245,1,1,1,1,LOX_bulk_tank,0,0,4.0,1,17,7,1,0,1,0,0,1,0,0,not_applicable,2023,1,32,neonatal_respiratory,26,6,1,3,0,860.0,89.0,1,grid_unreliable,1
5944,referral_hospital,O2_0056,peri_urban,239,1,1,1,1,PSA_plant_onsite,8,5,1.8,1,6,2,5,0,1,1,1,1,1,3,concentrator_malfunction,2022,12,52,surgical_anaesthesia,45,7,1,4,0,828.0,27.0,1,generator_only,3
5945,referral_hospital,O2_0049,urban,318,1,1,1,1,cylinder_piped,1,0,1.4,1,14,8,1,0,1,1,0,1,1,0,not_applicable,2024,11,42,neonatal_respiratory,35,7,1,2,0,806.0,12.0,1,grid_unreliable,1
5946,referral_hospital,O2_0003,urban,215,1,1,1,1,oxygen_concentrator,6,5,5.3,1,16,3,5,0,1,1,0,1,1,0,not_applicable,2023,12,30,COVID19_severe,20,10,1,4,0,891.0,17.0,1,generator_only,1
5947,referral_hospital,O2_0188,rural,237,1,1,1,1,LOX_bulk_tank,6,3,7.8,1,12,7,8,0,1,1,1,1,1,0,not_applicable,2022,12,41,pneumonia_adult,32,9,1,3,0,857.0,11.0,1,generator_only,6
5948,referral_hospital,O2_0134,rural,253,1,1,1,1,cylinder_piped,5,3,2.1,1,10,7,2,0,1,1,0,1,1,0,not_applicable,2023,5,40,severe_malaria,29,11,0,5,0,723.0,15.0,1,grid_unreliable,4
5949,referral_hospital,O2_0119,urban,221,1,1,1,1,cylinder_portable,0,0,1.1,1,20,4,2,0,1,1,1,1,1,0,not_applicable,2022,3,41,surgical_anaesthesia,35,6,0,3,0,726.0,32.0,1,grid_reliable,8
5950,referral_hospital,O2_0023,urban,291,1,1,1,1,LOX_bulk_tank,0,0,3.4,1,5,2,11,0,1,1,1,1,1,2,PSA_plant_breakdown,2023,6,45,trauma,38,7,1,3,0,679.0,5.0,1,grid_reliable,2
5951,referral_hospital,O2_0178,urban,263,1,1,1,1,cylinder_piped,8,5,8.6,1,7,4,4,0,1,1,1,1,1,0,not_applicable,2023,8,47,COPD_exacerbation,41,6,1,3,0,522.0,5.0,1,generator_only,6
5952,referral_hospital,O2_0014,urban,232,1,1,1,1,oxygen_concentrator,0,0,4.2,1,10,5,5,0,1,0,0,1,0,10,supplier_stockout,2021,6,47,pneumonia_adult,39,8,1,1,0,836.0,8.0,0,grid_reliable,12
5953,referral_hospital,O2_0199,urban,233,1,1,1,1,PSA_plant_onsite,0,0,11.9,1,13,7,2,1,1,1,1,1,0,6,demand_surge,2023,8,59,asthma_severe,50,9,1,6,0,909.0,0.0,1,grid_unreliable,7
5954,referral_hospital,O2_0124,urban,233,1,1,1,1,cylinder_portable,3,2,5.4,1,10,3,1,0,1,1,0,0,0,18,demand_surge,2021,5,32,pneumonia_adult,0,32,0,7,11,701.0,12.0,1,grid_unreliable,1
5955,referral_hospital,O2_0160,urban,245,1,1,1,1,oxygen_concentrator,5,2,1.0,1,12,4,5,0,1,1,1,1,1,0,not_applicable,2022,7,39,asthma_severe,32,7,1,1,0,730.0,48.0,1,grid_reliable,0
5956,referral_hospital,O2_0100,urban,197,1,1,1,1,PSA_plant_onsite,0,0,13.5,1,11,11,1,1,1,1,0,1,0,7,PSA_plant_breakdown,2022,12,39,pneumonia_child,21,18,1,4,0,864.0,9.0,1,solar,2
5957,referral_hospital,O2_0050,urban,352,1,1,1,1,PSA_plant_onsite,0,0,0.7,1,3,7,3,1,1,1,1,1,1,0,not_applicable,2022,4,38,pneumonia_child,35,3,0,1,0,1053.0,4.0,1,grid_reliable,0
5958,referral_hospital,O2_0159,urban,201,1,1,1,1,LOX_bulk_tank,0,0,0.5,1,14,5,9,0,1,0,0,0,0,2,demand_surge,2023,1,41,COPD_exacerbation,0,41,0,10,12,511.0,1.0,1,none,0
5959,referral_hospital,O2_0091,urban,213,1,1,1,1,cylinder_piped,0,0,5.4,1,7,4,0,0,1,1,1,1,0,0,not_applicable,2022,6,35,sepsis,25,10,0,2,0,704.0,5.0,1,generator_only,5
5960,referral_hospital,O2_0176,peri_urban,277,1,1,1,1,oxygen_concentrator,4,3,7.4,1,9,7,0,0,1,1,1,1,1,0,not_applicable,2024,3,39,pneumonia_child,22,17,1,3,0,875.0,16.0,1,grid_reliable,9
5961,referral_hospital,O2_0108,urban,246,1,1,1,1,oxygen_concentrator,5,4,2.7,1,12,2,6,0,1,0,0,1,0,0,not_applicable,2021,8,35,other_hypoxemia,27,8,1,4,0,777.0,8.0,1,grid_unreliable,1
5962,referral_hospital,O2_0011,urban,208,1,1,1,1,cylinder_piped,0,0,2.8,1,9,3,10,0,1,1,1,1,1,0,not_applicable,2024,5,35,COVID19_severe,22,13,1,4,0,750.0,18.0,1,grid_reliable,2
5963,referral_hospital,O2_0171,urban,296,1,1,1,1,PSA_plant_onsite,0,0,1.6,1,9,6,10,1,1,1,0,1,1,11,power_outage,2021,2,31,COPD_exacerbation,25,6,1,2,0,672.0,1.0,1,grid_unreliable,1
5964,referral_hospital,O2_0174,urban,331,1,1,1,1,PSA_plant_onsite,0,0,8.5,1,15,5,4,0,1,1,1,1,1,0,not_applicable,2024,11,48,asthma_severe,37,11,1,3,0,867.0,1.0,1,generator_only,1
5965,referral_hospital,O2_0032,urban,221,1,1,1,1,PSA_plant_onsite,0,0,2.0,1,11,6,3,1,1,0,0,1,1,0,not_applicable,2022,3,49,heart_failure,36,13,1,4,0,993.0,12.0,1,generator_only,17
5966,referral_hospital,O2_0155,urban,263,1,1,1,1,cylinder_piped,0,0,2.8,1,16,3,4,0,1,1,1,1,0,0,not_applicable,2022,6,42,COVID19_severe,34,8,0,3,0,999.0,1.0,1,grid_reliable,2
5967,referral_hospital,O2_0005,urban,180,1,1,1,1,PSA_plant_onsite,0,0,3.2,1,12,5,2,0,1,1,0,1,1,0,not_applicable,2021,7,41,pneumonia_adult,31,10,1,4,0,607.0,2.0,1,grid_reliable,5
5968,referral_hospital,O2_0065,urban,186,1,1,1,1,oxygen_concentrator,6,3,1.1,1,9,5,4,0,1,1,0,1,1,0,not_applicable,2022,11,38,COPD_exacerbation,38,0,1,0,0,809.0,13.0,1,grid_unreliable,7
5969,referral_hospital,O2_0068,urban,287,1,1,1,1,LOX_bulk_tank,0,0,6.6,1,7,6,11,0,1,1,0,1,1,0,not_applicable,2024,8,42,neonatal_respiratory,42,0,0,0,0,825.0,19.0,1,none,8
5970,referral_hospital,O2_0171,peri_urban,237,1,1,1,1,LOX_bulk_tank,2,0,2.4,1,15,7,2,0,1,1,1,1,1,1,PSA_plant_breakdown,2023,12,33,severe_malaria,21,12,1,4,0,844.0,19.0,0,grid_reliable,4
5971,referral_hospital,O2_0083,urban,229,1,1,1,1,PSA_plant_onsite,0,0,10.2,1,10,6,2,0,1,1,1,1,1,3,funding_for_refill,2023,5,40,pneumonia_child,34,6,1,1,0,801.0,11.0,0,generator_only,7
5972,referral_hospital,O2_0098,urban,273,1,1,1,1,cylinder_piped,0,0,0.5,1,5,2,6,0,1,1,0,1,1,0,not_applicable,2022,8,38,COPD_exacerbation,24,14,1,4,0,730.0,14.0,1,grid_reliable,9
5973,referral_hospital,O2_0029,urban,180,1,1,1,1,oxygen_concentrator,5,2,4.1,1,9,5,4,0,1,1,1,1,0,0,not_applicable,2023,4,48,pneumonia_child,41,7,0,1,0,869.0,11.0,1,grid_unreliable,1
5974,referral_hospital,O2_0116,peri_urban,230,1,1,1,1,oxygen_concentrator,6,5,1.1,1,7,10,0,0,1,1,0,0,0,23,power_outage,2023,7,40,severe_malaria,0,40,0,13,12,1069.0,0.0,1,grid_unreliable,13
5975,referral_hospital,O2_0106,urban,213,1,1,1,1,LOX_bulk_tank,0,0,0.9,1,13,6,0,0,1,1,1,1,1,0,not_applicable,2024,6,46,neonatal_respiratory,46,0,1,0,0,926.0,27.0,1,generator_only,0
5976,referral_hospital,O2_0129,peri_urban,251,1,1,1,1,cylinder_piped,0,0,1.7,1,10,7,0,0,1,1,0,1,0,0,not_applicable,2024,9,51,pneumonia_adult,36,15,1,3,0,457.0,35.0,1,generator_only,2
5977,referral_hospital,O2_0186,peri_urban,234,1,1,1,1,LOX_bulk_tank,6,2,4.8,1,11,6,1,0,1,1,1,1,1,1,PSA_plant_breakdown,2022,8,40,other_hypoxemia,30,10,1,6,0,836.0,4.0,0,none,0
5978,referral_hospital,O2_0182,urban,236,1,1,1,1,cylinder_portable,0,0,2.6,1,10,5,3,0,1,1,1,1,1,5,power_outage,2023,7,41,pneumonia_child,41,0,1,0,0,854.0,17.0,1,none,6
5979,referral_hospital,O2_0037,peri_urban,188,1,1,1,1,LOX_bulk_tank,0,0,0.9,1,5,2,2,0,1,0,0,1,1,4,demand_surge,2024,1,28,asthma_severe,18,10,0,2,0,720.0,7.0,1,grid_reliable,3
5980,referral_hospital,O2_0126,peri_urban,296,1,1,1,1,LOX_bulk_tank,0,0,0.6,1,8,7,3,0,1,1,1,1,1,0,not_applicable,2023,2,35,pneumonia_child,32,3,1,1,0,798.0,10.0,1,grid_reliable,2
5981,referral_hospital,O2_0038,rural,185,1,1,1,1,cylinder_piped,0,0,1.9,1,12,2,2,0,1,1,1,1,1,0,not_applicable,2024,12,36,neonatal_respiratory,26,10,1,4,0,957.0,21.0,1,grid_reliable,6
5982,referral_hospital,O2_0163,urban,277,1,1,1,1,PSA_plant_onsite,0,0,1.1,1,7,6,3,0,1,1,1,0,0,16,power_outage,2023,12,35,COPD_exacerbation,0,35,0,11,7,846.0,7.0,1,grid_unreliable,2
5983,referral_hospital,O2_0178,urban,224,1,1,1,1,LOX_bulk_tank,0,0,9.2,1,12,4,5,0,1,1,0,1,1,0,not_applicable,2024,5,44,trauma,34,10,1,3,0,662.0,6.0,1,grid_reliable,9
5984,referral_hospital,O2_0160,urban,268,1,1,1,1,LOX_bulk_tank,0,0,2.6,1,12,7,0,0,1,1,1,1,1,0,not_applicable,2021,11,43,pneumonia_adult,31,12,1,2,0,732.0,12.0,1,grid_unreliable,2
5985,referral_hospital,O2_0170,urban,236,1,1,1,1,LOX_bulk_tank,0,0,0.4,1,8,5,0,0,1,1,1,1,1,0,not_applicable,2023,1,34,other_hypoxemia,26,8,1,3,0,745.0,3.0,1,grid_reliable,1
5986,referral_hospital,O2_0186,rural,282,1,1,1,1,LOX_bulk_tank,0,0,1.7,1,15,3,2,0,1,1,0,1,0,0,not_applicable,2023,6,43,pneumonia_adult,19,24,1,10,0,873.0,13.0,1,solar,4
5987,referral_hospital,O2_0149,urban,176,1,1,1,1,oxygen_concentrator,7,3,5.6,1,8,3,3,0,1,1,1,1,0,0,not_applicable,2022,12,41,surgical_anaesthesia,26,15,1,7,0,780.0,29.0,0,grid_reliable,10
5988,referral_hospital,O2_0078,rural,226,1,1,1,1,PSA_plant_onsite,0,0,12.6,1,12,6,7,0,1,0,0,0,0,11,power_outage,2023,6,48,COVID19_severe,0,48,0,19,20,727.0,3.0,1,grid_unreliable,1
5989,referral_hospital,O2_0067,peri_urban,232,1,1,1,1,PSA_plant_onsite,0,0,0.1,1,9,2,0,1,1,1,1,1,1,0,not_applicable,2022,3,41,surgical_anaesthesia,29,12,1,3,0,832.0,2.0,1,grid_unreliable,8
5990,referral_hospital,O2_0088,peri_urban,243,1,1,1,1,PSA_plant_onsite,0,0,6.0,1,9,4,0,0,1,1,0,1,1,0,not_applicable,2022,9,45,heart_failure,43,2,0,0,0,776.0,19.0,1,solar,0
5991,referral_hospital,O2_0163,peri_urban,168,1,1,1,1,LOX_bulk_tank,5,3,5.3,1,10,3,0,0,1,1,0,1,1,1,PSA_plant_breakdown,2021,5,55,severe_malaria,47,8,1,5,0,772.0,2.0,1,grid_reliable,1
5992,referral_hospital,O2_0068,peri_urban,249,1,1,1,1,cylinder_piped,0,0,1.7,1,9,1,2,0,1,1,1,1,1,0,not_applicable,2024,3,54,pneumonia_adult,42,12,1,3,0,864.0,21.0,0,generator_only,4
5993,referral_hospital,O2_0193,urban,296,1,1,1,1,PSA_plant_onsite,0,0,1.1,1,10,8,2,0,1,1,1,1,1,0,not_applicable,2022,11,31,COPD_exacerbation,23,8,0,3,0,857.0,13.0,1,generator_only,2
5994,referral_hospital,O2_0166,urban,286,1,1,1,1,cylinder_piped,0,0,1.8,1,9,6,0,0,1,1,1,1,0,1,empty_cylinders_not_collected,2021,6,44,heart_failure,39,5,1,1,0,651.0,2.0,0,none,4
5995,referral_hospital,O2_0160,rural,282,1,1,1,1,oxygen_concentrator,7,3,5.7,1,9,3,13,0,1,1,0,0,0,8,PSA_plant_breakdown,2023,12,36,pneumonia_child,0,36,0,14,7,834.0,15.0,1,grid_reliable,12
5996,referral_hospital,O2_0182,urban,304,1,1,1,1,cylinder_portable,0,0,1.4,1,5,5,1,0,1,0,0,0,0,2,piping_system_leak,2023,3,36,severe_malaria,0,36,0,13,10,597.0,5.0,1,grid_reliable,3
5997,referral_hospital,O2_0018,rural,263,1,1,1,1,LOX_bulk_tank,0,0,5.9,1,13,6,0,0,1,1,1,1,1,0,not_applicable,2022,4,39,severe_malaria,39,0,1,0,0,481.0,11.0,1,grid_reliable,8
5998,referral_hospital,O2_0134,urban,283,1,1,1,1,oxygen_concentrator,9,7,0.5,1,14,5,7,0,1,1,1,1,1,15,concentrator_malfunction,2023,12,37,pneumonia_child,34,3,1,0,0,972.0,3.0,1,grid_reliable,1
5999,referral_hospital,O2_0195,urban,253,1,1,1,1,oxygen_concentrator,3,2,8.3,1,11,3,11,0,1,0,0,1,1,0,not_applicable,2023,2,43,heart_failure,41,2,1,0,0,978.0,28.0,1,grid_reliable,17
6000,referral_hospital,O2_0173,peri_urban,213,1,1,1,1,oxygen_concentrator,4,0,0.6,1,11,5,0,0,1,1,0,1,1,0,not_applicable,2023,1,34,pneumonia_child,22,12,0,5,0,523.0,4.0,1,grid_reliable,4
6001,referral_hospital,O2_0059,urban,272,1,1,1,1,cylinder_portable,0,0,0.9,1,14,3,2,0,1,1,1,1,1,1,PSA_plant_breakdown,2023,2,34,trauma,23,11,1,4,0,822.0,3.0,1,grid_reliable,0
6002,referral_hospital,O2_0122,urban,236,1,1,1,1,oxygen_concentrator,4,2,1.7,1,11,6,10,0,1,1,1,1,1,0,not_applicable,2022,11,22,neonatal_respiratory,17,5,1,4,0,848.0,10.0,0,grid_unreliable,0
6003,referral_hospital,O2_0034,peri_urban,239,1,1,1,1,LOX_bulk_tank,0,0,2.1,1,8,4,0,0,1,1,0,1,1,0,not_applicable,2024,9,32,surgical_anaesthesia,21,11,1,6,0,831.0,25.0,1,none,1
6004,referral_hospital,O2_0026,peri_urban,185,1,1,1,1,oxygen_concentrator,5,1,10.8,1,12,12,16,0,1,0,0,1,1,9,demand_surge,2022,7,44,neonatal_respiratory,34,10,1,4,0,560.0,25.0,1,grid_reliable,1
6005,referral_hospital,O2_0084,urban,260,1,1,1,1,PSA_plant_onsite,0,0,0.5,1,13,3,9,1,1,1,0,1,1,0,not_applicable,2022,3,36,neonatal_respiratory,32,4,1,3,0,953.0,2.0,1,solar,2
6006,referral_hospital,O2_0066,peri_urban,225,1,1,1,1,cylinder_piped,0,0,1.9,1,13,7,5,0,1,1,1,0,0,9,PSA_plant_breakdown,2022,6,36,other_hypoxemia,0,36,0,8,16,1026.0,11.0,1,grid_unreliable,1
6007,referral_hospital,O2_0142,peri_urban,256,1,1,1,1,LOX_bulk_tank,0,0,0.5,1,6,4,0,0,1,1,0,1,1,4,PSA_plant_breakdown,2022,3,41,neonatal_respiratory,41,0,1,0,0,609.0,14.0,1,grid_reliable,1
6008,referral_hospital,O2_0052,urban,247,1,1,1,1,oxygen_concentrator,6,4,6.0,1,7,6,1,0,1,1,0,1,1,0,not_applicable,2024,4,48,neonatal_respiratory,43,5,0,2,0,624.0,22.0,1,solar,2
6009,referral_hospital,O2_0157,urban,202,1,1,1,1,cylinder_portable,3,1,0.7,1,11,7,4,0,1,1,0,1,1,1,empty_cylinders_not_collected,2021,4,41,surgical_anaesthesia,25,16,1,8,0,583.0,9.0,0,solar,12
6010,referral_hospital,O2_0082,urban,353,1,1,1,1,PSA_plant_onsite,0,0,1.4,1,5,6,3,1,1,1,1,0,0,26,supplier_stockout,2023,11,32,pneumonia_child,0,32,0,9,11,864.0,5.0,1,grid_unreliable,9
6011,referral_hospital,O2_0165,rural,259,1,1,1,1,PSA_plant_onsite,0,0,3.3,1,8,3,1,1,1,1,1,1,1,0,not_applicable,2024,7,55,severe_malaria,38,17,1,7,0,934.0,9.0,1,solar,2
6012,referral_hospital,O2_0158,rural,268,1,1,1,1,PSA_plant_onsite,0,0,1.7,1,5,9,0,1,1,1,1,1,0,4,concentrator_malfunction,2022,11,35,heart_failure,25,10,0,4,0,774.0,26.0,1,grid_reliable,0
6013,referral_hospital,O2_0087,urban,238,1,1,1,1,LOX_bulk_tank,0,0,6.0,1,6,6,0,0,1,1,0,1,1,0,not_applicable,2024,11,41,severe_malaria,27,14,1,3,0,587.0,2.0,1,grid_unreliable,1
6014,referral_hospital,O2_0184,urban,174,1,1,1,1,LOX_bulk_tank,0,0,1.6,1,7,6,0,0,1,1,1,0,0,2,demand_surge,2023,11,36,surgical_anaesthesia,0,36,0,8,13,739.0,20.0,1,grid_unreliable,13
6015,referral_hospital,O2_0095,urban,216,1,1,1,1,PSA_plant_onsite,0,0,0.4,1,10,3,2,1,1,1,0,1,0,0,not_applicable,2021,10,44,pneumonia_child,38,6,1,4,0,1109.0,4.0,1,generator_only,5
6016,referral_hospital,O2_0068,urban,285,1,1,1,1,cylinder_portable,0,0,9.5,1,7,5,15,0,1,1,1,1,1,1,demand_surge,2024,10,36,pneumonia_child,23,13,1,4,0,733.0,29.0,1,grid_unreliable,7
6017,referral_hospital,O2_0034,urban,120,1,1,1,1,LOX_bulk_tank,0,0,0.9,1,8,6,4,0,1,1,0,0,0,30,concentrator_malfunction,2023,8,33,pneumonia_adult,0,33,0,10,15,917.0,12.0,1,grid_reliable,7
6018,referral_hospital,O2_0018,urban,172,1,1,1,1,cylinder_piped,0,0,0.5,1,13,5,0,0,1,0,0,1,1,0,not_applicable,2023,6,33,trauma,26,7,1,2,0,714.0,8.0,0,generator_only,2
6019,referral_hospital,O2_0050,peri_urban,266,1,1,1,1,cylinder_piped,0,0,2.6,1,11,6,6,0,1,0,0,0,0,3,funding_for_refill,2022,7,32,heart_failure,0,32,0,12,17,1059.0,22.0,1,grid_reliable,2
6020,referral_hospital,O2_0054,rural,208,1,1,1,1,oxygen_concentrator,8,4,0.4,1,10,4,12,0,1,0,0,1,1,0,not_applicable,2024,4,31,COPD_exacerbation,27,4,1,0,0,894.0,0.0,1,grid_unreliable,0
6021,referral_hospital,O2_0099,peri_urban,243,1,1,1,1,cylinder_piped,0,0,11.0,1,9,5,18,0,1,1,1,1,1,0,not_applicable,2021,11,58,pneumonia_child,47,11,0,2,0,770.0,24.0,0,grid_unreliable,9
6022,referral_hospital,O2_0112,rural,340,1,1,1,1,PSA_plant_onsite,0,0,4.5,1,14,4,3,0,1,1,0,1,1,0,not_applicable,2022,9,39,neonatal_respiratory,27,12,1,4,0,838.0,2.0,1,solar,2
6023,referral_hospital,O2_0121,urban,265,1,1,1,1,LOX_bulk_tank,0,0,8.0,1,13,9,2,0,1,1,1,1,1,0,not_applicable,2022,3,32,pneumonia_child,24,8,1,3,0,690.0,10.0,0,grid_reliable,12
6024,referral_hospital,O2_0184,rural,296,1,1,1,1,cylinder_piped,0,0,1.1,1,13,4,10,0,1,0,0,1,1,0,not_applicable,2022,4,47,heart_failure,45,2,1,2,0,951.0,39.0,1,grid_reliable,9
6025,referral_hospital,O2_0092,peri_urban,253,1,1,1,1,cylinder_piped,0,0,0.8,1,13,3,3,0,1,1,1,0,0,30,power_outage,2022,10,29,pneumonia_adult,0,29,0,13,15,849.0,27.0,1,grid_reliable,3
6026,referral_hospital,O2_0036,urban,262,1,1,1,1,LOX_bulk_tank,0,0,3.2,1,9,10,9,0,1,1,0,1,1,0,not_applicable,2022,11,43,surgical_anaesthesia,30,13,1,7,0,842.0,2.0,1,grid_reliable,1
6027,referral_hospital,O2_0175,urban,327,1,1,1,1,PSA_plant_onsite,0,0,10.2,1,6,3,3,1,1,1,0,1,1,0,not_applicable,2022,4,40,asthma_severe,37,3,0,0,0,983.0,1.0,0,grid_reliable,4
6028,referral_hospital,O2_0036,urban,156,1,1,1,1,oxygen_concentrator,8,6,1.3,1,15,7,11,0,1,0,0,1,0,0,not_applicable,2024,12,46,pneumonia_adult,46,0,1,0,0,648.0,4.0,0,grid_reliable,1
6029,referral_hospital,O2_0010,urban,234,1,1,1,1,cylinder_piped,0,0,1.9,1,10,7,0,0,1,1,0,1,1,0,not_applicable,2024,1,33,neonatal_respiratory,23,10,1,3,0,748.0,2.0,1,grid_unreliable,4
6030,referral_hospital,O2_0159,urban,298,1,1,1,1,cylinder_piped,0,0,0.2,1,13,3,10,0,1,1,1,0,0,6,cylinder_delivery_delay,2022,12,34,asthma_severe,0,34,0,9,8,1063.0,0.0,1,generator_only,1
6031,referral_hospital,O2_0115,urban,304,1,1,1,1,cylinder_portable,0,0,2.8,1,14,6,3,0,1,1,0,1,1,0,not_applicable,2024,6,48,COPD_exacerbation,38,10,1,5,0,502.0,7.0,1,grid_unreliable,0
6032,referral_hospital,O2_0198,peri_urban,316,1,1,1,1,cylinder_piped,0,0,0.2,1,8,8,3,0,1,1,1,1,1,1,power_outage,2023,11,50,trauma,35,15,0,6,0,1024.0,7.0,1,grid_unreliable,6
6033,referral_hospital,O2_0036,urban,259,1,1,1,1,PSA_plant_onsite,0,0,0.7,1,14,4,1,1,1,1,0,1,1,11,demand_surge,2024,1,28,pneumonia_adult,19,9,1,2,0,1058.0,3.0,1,none,0
6034,referral_hospital,O2_0098,urban,185,1,1,1,1,cylinder_piped,0,0,2.7,1,8,6,4,0,1,1,1,1,1,15,PSA_plant_breakdown,2024,1,37,neonatal_respiratory,22,15,1,4,0,972.0,34.0,1,grid_reliable,5
6035,referral_hospital,O2_0007,rural,262,1,1,1,1,oxygen_concentrator,6,3,1.7,1,7,6,5,0,1,1,1,0,0,30,funding_for_refill,2022,4,45,sepsis,0,45,0,13,6,841.0,6.0,1,grid_reliable,6
6036,referral_hospital,O2_0123,peri_urban,301,1,1,1,1,PSA_plant_onsite,0,0,1.6,1,8,10,0,0,1,1,1,1,1,0,not_applicable,2024,3,38,other_hypoxemia,29,9,1,3,0,855.0,4.0,1,grid_unreliable,3
6037,referral_hospital,O2_0172,peri_urban,231,1,1,1,1,cylinder_portable,0,0,5.0,1,10,3,0,0,1,1,1,1,1,0,not_applicable,2024,4,38,COVID19_severe,33,5,1,0,0,1030.0,11.0,1,grid_reliable,2
6038,referral_hospital,O2_0129,urban,253,1,1,1,1,LOX_bulk_tank,0,0,2.5,1,4,3,9,0,1,1,1,1,1,0,not_applicable,2022,4,38,neonatal_respiratory,38,0,1,0,0,797.0,26.0,0,grid_reliable,7
6039,referral_hospital,O2_0129,rural,304,1,1,1,1,PSA_plant_onsite,0,0,4.6,1,10,6,4,1,1,1,1,1,1,0,not_applicable,2021,4,35,pneumonia_child,27,8,1,2,0,816.0,19.0,1,grid_reliable,0
6040,referral_hospital,O2_0027,peri_urban,271,1,1,1,1,cylinder_portable,0,0,3.0,1,11,4,3,0,1,1,0,1,1,0,not_applicable,2024,6,32,pneumonia_adult,24,8,1,5,0,876.0,7.0,1,grid_reliable,1
6041,referral_hospital,O2_0146,urban,273,1,1,1,1,cylinder_piped,0,0,0.5,1,8,1,1,0,1,1,1,1,1,3,PSA_plant_breakdown,2023,3,32,neonatal_respiratory,24,8,0,5,0,795.0,22.0,1,grid_reliable,7
6042,referral_hospital,O2_0025,urban,197,1,1,1,1,PSA_plant_onsite,0,0,4.7,1,8,6,4,1,1,1,0,0,0,17,PSA_plant_breakdown,2024,4,42,neonatal_respiratory,0,42,0,17,14,756.0,45.0,1,grid_unreliable,1
6043,referral_hospital,O2_0023,peri_urban,272,1,1,1,1,PSA_plant_onsite,0,0,1.0,1,8,7,9,1,1,1,0,0,0,19,demand_surge,2021,8,27,COVID19_severe,0,27,0,12,6,866.0,7.0,1,generator_only,0
6044,referral_hospital,O2_0137,urban,186,1,1,1,1,cylinder_portable,6,4,1.3,1,13,9,0,0,1,1,0,1,0,0,not_applicable,2024,1,33,trauma,27,6,1,1,0,987.0,16.0,1,grid_unreliable,1
6045,referral_hospital,O2_0063,urban,289,1,1,1,1,oxygen_concentrator,5,3,0.7,1,7,5,1,0,1,1,1,1,1,0,not_applicable,2023,1,32,trauma,22,10,1,5,0,902.0,41.0,1,grid_reliable,1
6046,referral_hospital,O2_0151,urban,222,1,1,1,1,PSA_plant_onsite,0,0,3.3,1,6,4,0,1,1,1,1,1,0,0,not_applicable,2023,2,37,pneumonia_adult,33,4,1,1,0,962.0,8.0,1,grid_reliable,14
6047,referral_hospital,O2_0142,rural,154,1,1,1,1,PSA_plant_onsite,0,0,1.2,1,16,5,0,0,1,1,1,1,1,0,not_applicable,2021,5,35,trauma,23,12,1,1,0,917.0,3.0,1,grid_unreliable,0
6048,referral_hospital,O2_0001,urban,361,1,1,1,1,cylinder_portable,0,0,6.0,1,6,3,3,0,1,1,1,1,1,0,not_applicable,2023,6,38,neonatal_respiratory,35,3,1,0,0,718.0,39.0,1,grid_unreliable,2
6049,referral_hospital,O2_0034,peri_urban,226,1,1,1,1,LOX_bulk_tank,0,0,6.2,1,7,8,4,0,1,1,1,1,1,13,concentrator_malfunction,2023,9,42,surgical_anaesthesia,39,3,1,1,0,762.0,26.0,1,grid_unreliable,1
6050,referral_hospital,O2_0049,urban,322,1,1,1,1,PSA_plant_onsite,5,3,0.1,1,12,7,2,0,1,0,0,0,0,7,demand_surge,2021,9,37,pneumonia_child,0,37,0,12,24,656.0,11.0,1,grid_reliable,8
6051,referral_hospital,O2_0056,urban,236,1,1,1,1,PSA_plant_onsite,0,0,0.3,1,12,4,10,1,1,1,1,1,1,1,concentrator_malfunction,2024,5,43,asthma_severe,43,0,0,0,0,700.0,16.0,1,none,4
6052,referral_hospital,O2_0005,urban,194,1,1,1,1,oxygen_concentrator,9,5,8.4,1,12,3,4,0,1,1,1,1,0,0,not_applicable,2023,1,42,sepsis,28,14,1,4,0,906.0,35.0,1,grid_unreliable,0
6053,referral_hospital,O2_0075,urban,198,1,1,1,1,oxygen_concentrator,7,7,1.3,1,8,4,16,0,1,0,0,1,1,0,not_applicable,2024,7,49,COVID19_severe,36,13,1,4,0,777.0,17.0,1,solar,9
6054,referral_hospital,O2_0034,urban,280,1,1,1,1,cylinder_piped,0,0,3.5,1,11,5,4,0,1,1,0,1,1,0,not_applicable,2022,11,36,COVID19_severe,23,13,1,5,0,943.0,9.0,1,grid_reliable,1
6055,referral_hospital,O2_0032,urban,274,1,1,1,1,LOX_bulk_tank,0,0,5.0,1,10,8,1,0,1,1,1,1,1,0,not_applicable,2024,7,41,severe_malaria,33,8,1,1,0,928.0,14.0,1,grid_reliable,1
6056,referral_hospital,O2_0096,peri_urban,241,1,1,1,1,LOX_bulk_tank,0,0,2.1,1,9,6,12,0,1,1,0,1,1,0,not_applicable,2022,1,42,pneumonia_child,36,6,1,4,0,843.0,5.0,1,grid_reliable,1
6057,referral_hospital,O2_0197,rural,217,1,1,1,1,LOX_bulk_tank,0,0,5.0,1,12,5,8,0,1,1,0,1,1,0,not_applicable,2021,9,45,severe_malaria,35,10,1,3,0,737.0,15.0,1,grid_reliable,11
6058,referral_hospital,O2_0051,urban,275,1,1,1,1,oxygen_concentrator,6,5,2.4,1,10,3,3,0,1,1,1,1,0,1,cylinder_delivery_delay,2024,4,31,COVID19_severe,20,11,1,1,0,765.0,4.0,1,grid_unreliable,2
6059,referral_hospital,O2_0084,rural,224,1,1,1,1,oxygen_concentrator,2,2,0.0,1,14,6,13,0,1,1,1,1,1,0,not_applicable,2021,3,47,heart_failure,42,5,1,0,0,873.0,5.0,1,solar,19
6060,referral_hospital,O2_0116,urban,214,1,1,1,1,oxygen_concentrator,7,1,1.7,1,5,3,2,0,1,0,0,0,0,27,PSA_plant_breakdown,2024,9,27,surgical_anaesthesia,0,27,0,9,8,720.0,19.0,1,grid_reliable,4
6061,referral_hospital,O2_0028,peri_urban,263,1,1,1,1,LOX_bulk_tank,0,0,1.7,1,13,8,3,0,1,0,0,1,0,0,not_applicable,2024,7,45,pneumonia_child,36,9,1,6,0,914.0,13.0,1,grid_unreliable,12
6062,referral_hospital,O2_0196,peri_urban,256,1,1,1,1,LOX_bulk_tank,0,0,1.1,1,14,6,1,0,1,1,1,1,0,0,not_applicable,2022,9,42,surgical_anaesthesia,29,13,1,1,0,559.0,21.0,1,grid_reliable,4
6063,referral_hospital,O2_0145,rural,249,1,1,1,1,PSA_plant_onsite,0,0,1.2,1,9,3,3,1,1,1,0,1,1,0,not_applicable,2023,11,37,COVID19_severe,26,11,1,3,0,789.0,32.0,1,grid_reliable,11
6064,referral_hospital,O2_0102,peri_urban,176,1,1,1,1,LOX_bulk_tank,0,0,1.2,1,11,1,1,0,1,1,0,1,0,0,not_applicable,2022,11,42,pneumonia_child,26,16,0,5,0,564.0,2.0,1,grid_reliable,1
6065,referral_hospital,O2_0047,peri_urban,239,1,1,1,1,PSA_plant_onsite,0,0,0.8,1,6,5,1,1,1,1,1,1,1,0,not_applicable,2022,7,44,other_hypoxemia,44,0,0,0,0,719.0,4.0,1,grid_reliable,2
6066,referral_hospital,O2_0141,peri_urban,254,1,1,1,1,LOX_bulk_tank,0,0,1.0,1,9,5,1,0,1,1,1,1,1,0,not_applicable,2022,9,46,neonatal_respiratory,37,9,0,4,0,902.0,4.0,1,grid_reliable,9
6067,referral_hospital,O2_0075,peri_urban,230,1,1,1,1,LOX_bulk_tank,10,9,1.8,1,18,5,0,0,1,1,1,1,1,0,not_applicable,2024,7,41,pneumonia_child,34,7,0,4,0,894.0,19.0,1,grid_unreliable,2
6068,referral_hospital,O2_0022,urban,188,1,1,1,1,PSA_plant_onsite,0,0,1.3,1,19,4,1,1,1,1,0,1,1,0,not_applicable,2023,6,32,COVID19_severe,29,3,1,2,0,739.0,4.0,1,grid_reliable,0
6069,referral_hospital,O2_0139,urban,236,1,1,1,1,PSA_plant_onsite,0,0,3.0,1,9,4,10,0,1,1,1,0,0,13,cylinder_delivery_delay,2022,4,45,pneumonia_child,0,45,0,19,9,575.0,40.0,1,grid_reliable,10
6070,referral_hospital,O2_0198,urban,227,1,1,1,1,cylinder_portable,2,0,0.6,1,9,6,0,0,1,1,1,1,1,0,not_applicable,2022,2,48,heart_failure,47,1,1,0,0,803.0,11.0,0,generator_only,2
6071,referral_hospital,O2_0177,peri_urban,281,1,1,1,1,cylinder_piped,0,0,0.2,1,11,6,0,0,1,1,0,1,1,0,not_applicable,2022,9,32,COVID19_severe,24,8,1,4,0,641.0,3.0,1,solar,0
6072,referral_hospital,O2_0145,rural,232,1,1,1,1,LOX_bulk_tank,7,3,1.7,1,7,7,5,0,1,0,0,0,0,1,PSA_plant_breakdown,2024,5,37,surgical_anaesthesia,0,37,0,11,11,893.0,16.0,1,grid_reliable,25
6073,referral_hospital,O2_0182,urban,294,1,1,1,1,PSA_plant_onsite,0,0,8.9,1,10,3,9,1,1,1,0,1,1,9,concentrator_malfunction,2021,5,41,pneumonia_child,33,8,1,0,0,943.0,1.0,1,generator_only,4
6074,referral_hospital,O2_0124,rural,251,1,1,1,1,LOX_bulk_tank,0,0,10.3,1,10,6,0,0,1,0,0,1,1,0,not_applicable,2024,4,34,neonatal_respiratory,26,8,0,1,0,687.0,11.0,1,grid_reliable,10
6075,referral_hospital,O2_0184,urban,278,1,1,1,1,cylinder_piped,0,0,2.3,1,8,7,0,0,1,0,0,1,0,0,not_applicable,2023,3,41,pneumonia_child,24,17,1,7,0,770.0,1.0,0,generator_only,0
6076,referral_hospital,O2_0011,urban,254,1,1,1,1,oxygen_concentrator,4,3,1.6,1,12,3,1,0,1,1,1,0,0,3,cylinder_delivery_delay,2024,12,43,pneumonia_adult,0,43,0,15,14,527.0,2.0,0,grid_unreliable,7
6077,referral_hospital,O2_0199,peri_urban,165,1,1,1,1,cylinder_portable,0,0,1.3,1,10,5,1,0,1,0,0,1,1,0,not_applicable,2024,7,46,pneumonia_adult,31,15,0,3,0,1043.0,7.0,0,grid_reliable,4
6078,referral_hospital,O2_0021,urban,313,1,1,1,1,PSA_plant_onsite,0,0,4.8,1,10,4,1,0,1,1,1,1,0,0,not_applicable,2024,12,38,surgical_anaesthesia,35,3,1,1,0,963.0,4.0,1,grid_unreliable,12
6079,referral_hospital,O2_0031,peri_urban,228,1,1,1,1,LOX_bulk_tank,0,0,2.0,1,11,7,0,0,1,1,1,1,1,15,demand_surge,2023,4,47,heart_failure,33,14,0,5,0,752.0,44.0,1,grid_unreliable,5
6080,referral_hospital,O2_0152,rural,217,1,1,1,1,LOX_bulk_tank,7,2,0.8,1,7,5,7,0,1,1,1,1,1,0,not_applicable,2022,1,40,pneumonia_child,17,23,0,8,0,834.0,102.0,0,grid_reliable,7
6081,referral_hospital,O2_0100,urban,234,1,1,1,1,LOX_bulk_tank,0,0,0.3,1,17,6,0,0,1,1,1,1,1,0,not_applicable,2022,5,27,pneumonia_adult,27,0,1,0,0,961.0,20.0,1,grid_unreliable,1
6082,referral_hospital,O2_0075,peri_urban,196,1,1,1,1,PSA_plant_onsite,0,0,0.4,1,14,6,7,0,1,1,1,1,1,0,not_applicable,2023,6,43,COPD_exacerbation,28,15,1,8,0,647.0,0.0,1,grid_unreliable,0
6083,referral_hospital,O2_0089,urban,237,1,1,1,1,PSA_plant_onsite,0,0,0.2,1,8,7,5,1,1,1,0,1,1,0,not_applicable,2022,11,38,other_hypoxemia,23,15,1,4,0,995.0,15.0,1,grid_unreliable,2
6084,referral_hospital,O2_0044,rural,190,1,1,1,1,LOX_bulk_tank,5,3,2.0,1,11,6,1,0,1,1,1,1,1,0,not_applicable,2022,6,38,pneumonia_adult,31,7,1,2,0,848.0,27.0,1,generator_only,5
6085,referral_hospital,O2_0058,rural,276,1,1,1,1,LOX_bulk_tank,0,0,1.1,1,6,7,1,0,1,1,1,1,0,0,not_applicable,2022,2,26,neonatal_respiratory,18,8,1,2,0,613.0,3.0,1,grid_unreliable,1
6086,referral_hospital,O2_0159,rural,242,1,1,1,1,cylinder_piped,0,0,0.2,1,7,12,1,0,1,1,1,1,1,0,not_applicable,2022,10,41,heart_failure,35,6,1,1,0,702.0,9.0,1,solar,2
6087,referral_hospital,O2_0026,urban,234,1,1,1,1,LOX_bulk_tank,0,0,6.8,1,6,10,1,0,1,1,1,1,1,1,PSA_plant_breakdown,2024,2,39,sepsis,22,17,0,6,0,1031.0,18.0,1,grid_reliable,1
6088,referral_hospital,O2_0059,urban,241,1,1,1,1,PSA_plant_onsite,2,1,2.6,1,6,4,1,0,1,1,1,1,0,0,not_applicable,2022,8,41,neonatal_respiratory,36,5,1,2,0,829.0,6.0,1,grid_reliable,4
6089,referral_hospital,O2_0146,rural,245,1,1,1,1,oxygen_concentrator,3,2,6.7,1,7,8,8,0,1,1,0,1,1,0,not_applicable,2024,4,31,pneumonia_child,24,7,1,2,0,646.0,11.0,1,solar,0
6090,referral_hospital,O2_0125,urban,242,1,1,1,1,oxygen_concentrator,3,3,1.5,1,17,8,0,0,1,1,0,1,1,0,not_applicable,2023,8,38,COPD_exacerbation,35,3,0,2,0,828.0,7.0,1,grid_unreliable,7
6091,referral_hospital,O2_0027,urban,232,1,1,1,1,cylinder_portable,5,3,0.3,1,8,4,10,0,1,1,1,1,1,0,not_applicable,2023,1,44,asthma_severe,30,14,1,5,0,903.0,8.0,1,grid_reliable,1
6092,referral_hospital,O2_0088,urban,270,1,1,1,1,cylinder_piped,0,0,4.1,1,11,3,3,0,1,1,1,1,1,4,demand_surge,2021,4,31,surgical_anaesthesia,17,14,1,5,0,792.0,5.0,0,grid_reliable,3
6093,referral_hospital,O2_0076,urban,297,1,1,1,1,oxygen_concentrator,8,6,0.5,1,8,2,0,0,1,1,1,1,1,0,not_applicable,2024,5,37,COVID19_severe,25,12,1,3,0,819.0,29.0,0,grid_unreliable,1
6094,referral_hospital,O2_0107,urban,246,1,1,1,1,PSA_plant_onsite,0,0,1.1,1,10,6,1,1,1,1,1,1,1,0,not_applicable,2021,2,38,pneumonia_adult,26,12,1,4,0,966.0,10.0,1,solar,10
6095,referral_hospital,O2_0012,urban,283,1,1,1,1,LOX_bulk_tank,0,0,2.1,1,12,6,6,0,1,1,1,1,1,0,not_applicable,2022,10,35,neonatal_respiratory,33,2,0,0,0,921.0,12.0,1,grid_unreliable,1
6096,referral_hospital,O2_0145,urban,228,1,1,1,1,oxygen_concentrator,3,2,0.2,1,9,6,4,0,1,1,1,1,1,0,not_applicable,2021,10,45,other_hypoxemia,39,6,1,3,0,772.0,2.0,1,none,14
6097,referral_hospital,O2_0011,urban,218,1,1,1,1,LOX_bulk_tank,0,0,3.8,1,11,4,8,0,1,1,0,0,0,13,power_outage,2022,4,39,severe_malaria,0,39,0,14,11,981.0,6.0,0,generator_only,1
6098,referral_hospital,O2_0126,urban,264,1,1,1,1,PSA_plant_onsite,0,0,0.6,1,6,4,1,1,1,1,0,1,1,0,not_applicable,2021,4,31,pneumonia_child,25,6,1,2,0,818.0,4.0,0,grid_reliable,2
6099,referral_hospital,O2_0186,urban,275,1,1,1,1,oxygen_concentrator,5,2,2.1,1,13,8,0,0,1,0,0,0,0,4,concentrator_malfunction,2021,5,34,severe_malaria,0,34,0,12,10,803.0,20.0,1,grid_unreliable,0
6100,referral_hospital,O2_0144,peri_urban,301,1,1,1,1,oxygen_concentrator,7,5,5.3,1,13,8,9,0,1,1,1,1,1,0,not_applicable,2024,9,44,pneumonia_child,36,8,1,3,0,676.0,26.0,0,generator_only,0
6101,referral_hospital,O2_0003,peri_urban,194,1,1,1,1,LOX_bulk_tank,0,0,1.1,1,10,5,0,0,1,0,0,1,1,3,regulator_valve_failure,2022,10,46,neonatal_respiratory,32,14,1,6,0,915.0,8.0,1,grid_reliable,29
6102,referral_hospital,O2_0093,urban,242,1,1,1,1,PSA_plant_onsite,0,0,8.3,1,11,10,1,1,1,1,0,1,1,0,not_applicable,2023,7,34,pneumonia_child,19,15,0,2,0,1019.0,24.0,1,none,22
6103,referral_hospital,O2_0140,rural,247,1,1,1,1,PSA_plant_onsite,0,0,1.3,1,12,6,6,1,1,1,1,0,0,2,PSA_plant_breakdown,2021,4,39,COPD_exacerbation,0,39,0,16,10,746.0,7.0,1,grid_reliable,0
6104,referral_hospital,O2_0003,rural,199,1,1,1,1,oxygen_concentrator,9,6,0.0,1,8,7,8,0,1,1,1,0,0,13,concentrator_malfunction,2021,9,46,sepsis,0,46,0,19,11,974.0,21.0,1,grid_reliable,2
6105,referral_hospital,O2_0034,urban,267,1,1,1,1,LOX_bulk_tank,0,0,0.7,1,10,2,13,0,1,0,0,1,1,0,not_applicable,2024,8,34,pneumonia_child,28,6,1,0,0,764.0,8.0,1,grid_unreliable,1
6106,referral_hospital,O2_0184,peri_urban,298,1,1,1,1,PSA_plant_onsite,0,0,2.4,1,13,4,1,0,1,1,1,1,1,10,concentrator_malfunction,2022,4,45,COPD_exacerbation,43,2,1,1,0,798.0,18.0,1,grid_reliable,3
6107,referral_hospital,O2_0033,urban,268,1,1,1,1,oxygen_concentrator,7,5,3.3,1,18,5,1,0,1,1,1,1,1,0,not_applicable,2022,3,38,heart_failure,30,8,1,2,0,1011.0,14.0,1,solar,1
6108,referral_hospital,O2_0163,urban,231,1,1,1,1,PSA_plant_onsite,0,0,9.6,1,7,10,29,1,1,1,1,1,1,0,not_applicable,2021,4,50,COVID19_severe,36,14,1,7,0,857.0,10.0,0,grid_reliable,20
6109,referral_hospital,O2_0196,rural,201,1,1,1,1,LOX_bulk_tank,0,0,8.3,1,13,5,4,0,1,1,1,1,1,0,not_applicable,2022,11,46,surgical_anaesthesia,30,16,1,8,0,805.0,6.0,1,grid_reliable,1
6110,referral_hospital,O2_0070,urban,296,1,1,1,1,LOX_bulk_tank,0,0,0.8,1,14,6,0,0,1,1,1,1,1,0,not_applicable,2021,2,43,neonatal_respiratory,43,0,1,0,0,997.0,5.0,1,generator_only,1
6111,referral_hospital,O2_0188,rural,202,1,1,1,1,LOX_bulk_tank,0,0,0.1,1,6,11,0,0,1,1,1,1,0,0,not_applicable,2022,3,43,pneumonia_child,43,0,1,0,0,768.0,12.0,1,generator_only,3
6112,referral_hospital,O2_0182,peri_urban,203,1,1,1,1,oxygen_concentrator,2,1,1.5,1,13,2,4,0,1,1,1,1,1,0,not_applicable,2024,5,50,pneumonia_adult,35,15,1,6,0,644.0,15.0,1,grid_reliable,3
6113,referral_hospital,O2_0166,urban,317,1,1,1,1,oxygen_concentrator,3,1,0.1,1,6,7,8,0,1,1,1,0,0,1,concentrator_malfunction,2024,11,44,sepsis,0,44,0,14,12,826.0,37.0,0,solar,1
6114,referral_hospital,O2_0004,urban,168,1,1,1,1,LOX_bulk_tank,0,0,1.8,1,12,6,1,0,1,1,0,1,0,0,not_applicable,2024,3,36,COVID19_severe,36,0,1,0,0,772.0,1.0,1,grid_reliable,4
6115,referral_hospital,O2_0145,peri_urban,254,1,1,1,1,PSA_plant_onsite,0,0,1.3,1,13,4,5,0,1,1,1,1,1,1,PSA_plant_breakdown,2023,5,41,neonatal_respiratory,22,19,0,8,0,873.0,11.0,1,solar,0
6116,referral_hospital,O2_0006,urban,329,1,1,1,1,cylinder_piped,0,0,1.2,1,8,9,15,0,1,1,1,1,1,0,not_applicable,2024,7,45,sepsis,31,14,1,7,0,845.0,0.0,1,grid_unreliable,8
6117,referral_hospital,O2_0177,urban,302,1,1,1,1,cylinder_piped,0,0,5.2,1,8,6,1,0,1,1,1,0,0,3,demand_surge,2022,3,48,severe_malaria,0,48,0,20,10,843.0,12.0,1,grid_unreliable,3
6118,referral_hospital,O2_0074,urban,213,1,1,1,1,LOX_bulk_tank,4,1,6.9,1,11,7,3,0,1,1,0,1,1,3,demand_surge,2022,8,31,surgical_anaesthesia,25,6,1,3,0,659.0,6.0,0,grid_reliable,4
6119,referral_hospital,O2_0179,peri_urban,334,1,1,1,1,PSA_plant_onsite,0,0,0.0,1,9,10,1,0,1,1,0,1,1,0,not_applicable,2022,10,34,severe_malaria,25,9,0,2,0,505.0,3.0,0,grid_unreliable,8
6120,referral_hospital,O2_0198,urban,285,1,1,1,1,oxygen_concentrator,9,6,1.3,1,14,5,1,0,1,1,1,1,1,0,not_applicable,2024,5,50,pneumonia_adult,40,10,0,3,0,900.0,1.0,0,generator_only,6
6121,referral_hospital,O2_0025,urban,300,1,1,1,1,cylinder_portable,0,0,1.4,1,12,5,5,0,1,1,1,1,0,0,not_applicable,2023,1,43,pneumonia_adult,34,9,1,4,0,822.0,28.0,1,generator_only,1
6122,referral_hospital,O2_0171,urban,268,1,1,1,1,cylinder_piped,3,2,1.9,1,5,4,0,0,1,1,0,1,1,3,empty_cylinders_not_collected,2023,12,35,pneumonia_child,31,4,1,3,0,739.0,1.0,1,solar,0
6123,referral_hospital,O2_0131,rural,162,1,1,1,1,oxygen_concentrator,6,5,2.7,1,10,2,2,0,1,1,0,1,1,10,PSA_plant_breakdown,2022,6,37,severe_malaria,30,7,1,2,0,832.0,1.0,1,grid_reliable,9
6124,referral_hospital,O2_0073,urban,218,1,1,1,1,LOX_bulk_tank,0,0,3.7,1,8,6,2,0,1,1,0,1,1,0,not_applicable,2022,7,48,pneumonia_child,40,8,1,2,0,946.0,11.0,1,grid_reliable,1
6125,referral_hospital,O2_0076,urban,192,1,1,1,1,oxygen_concentrator,4,2,0.6,1,11,6,0,0,1,1,1,1,1,1,concentrator_malfunction,2024,1,44,neonatal_respiratory,32,12,1,3,0,826.0,37.0,1,grid_reliable,14
6126,referral_hospital,O2_0190,peri_urban,311,1,1,1,1,PSA_plant_onsite,0,0,0.3,1,12,6,1,1,1,1,1,0,0,7,cylinder_delivery_delay,2022,3,51,other_hypoxemia,0,51,0,15,9,720.0,42.0,1,generator_only,8
6127,referral_hospital,O2_0180,urban,226,1,1,1,1,LOX_bulk_tank,5,2,1.7,1,13,2,5,0,1,1,1,1,1,0,not_applicable,2023,5,36,trauma,20,16,1,6,0,1016.0,5.0,1,grid_reliable,1
6128,referral_hospital,O2_0145,urban,221,1,1,1,1,oxygen_concentrator,6,5,0.1,1,7,8,4,0,1,1,1,0,0,3,power_outage,2023,5,39,pneumonia_child,0,39,0,14,15,660.0,8.0,1,grid_reliable,0
6129,referral_hospital,O2_0004,urban,234,1,1,1,1,oxygen_concentrator,13,9,1.6,1,14,3,0,0,1,1,1,1,0,0,not_applicable,2023,1,44,trauma,34,10,1,4,0,632.0,5.0,1,generator_only,21
6130,referral_hospital,O2_0184,urban,303,1,1,1,1,PSA_plant_onsite,0,0,3.6,1,6,3,0,1,1,1,0,1,1,0,not_applicable,2023,2,42,surgical_anaesthesia,31,11,1,3,0,598.0,26.0,1,generator_only,1
6131,referral_hospital,O2_0121,urban,288,1,1,1,1,cylinder_piped,3,3,0.5,1,9,7,1,0,1,0,0,0,0,5,concentrator_malfunction,2022,10,28,pneumonia_child,0,28,0,14,3,510.0,8.0,1,generator_only,1
6132,referral_hospital,O2_0144,rural,288,1,1,1,1,PSA_plant_onsite,0,0,0.1,1,12,4,1,1,1,1,1,1,1,0,not_applicable,2024,8,32,COVID19_severe,28,4,1,4,0,860.0,10.0,1,solar,2
6133,referral_hospital,O2_0180,peri_urban,225,1,1,1,1,PSA_plant_onsite,0,0,1.5,1,14,8,3,1,1,1,1,1,1,0,not_applicable,2022,12,37,trauma,37,0,1,0,0,939.0,3.0,1,grid_reliable,8
6134,referral_hospital,O2_0168,peri_urban,233,1,1,1,1,PSA_plant_onsite,0,0,0.7,1,13,4,0,0,1,1,1,1,1,0,not_applicable,2024,4,39,COVID19_severe,22,17,1,8,0,569.0,7.0,1,generator_only,6
6135,referral_hospital,O2_0107,urban,226,1,1,1,1,oxygen_concentrator,4,2,0.7,1,5,4,0,0,1,1,1,1,1,0,not_applicable,2023,9,39,severe_malaria,27,12,1,1,0,846.0,10.0,1,grid_reliable,1
6136,referral_hospital,O2_0143,rural,270,1,1,1,1,LOX_bulk_tank,0,0,4.7,1,14,4,1,0,1,1,1,1,1,0,not_applicable,2022,8,39,sepsis,31,8,1,1,0,975.0,14.0,1,grid_unreliable,21
6137,referral_hospital,O2_0114,peri_urban,233,1,1,1,1,LOX_bulk_tank,8,5,3.5,1,7,4,15,0,1,0,0,0,0,1,PSA_plant_breakdown,2024,10,35,COVID19_severe,0,35,0,17,13,739.0,4.0,1,grid_reliable,2
6138,referral_hospital,O2_0123,rural,316,1,1,1,1,LOX_bulk_tank,0,0,13.0,1,8,9,0,0,1,1,1,1,1,0,not_applicable,2024,11,41,pneumonia_child,26,15,0,2,0,758.0,7.0,1,grid_unreliable,0
6139,referral_hospital,O2_0050,peri_urban,246,1,1,1,1,cylinder_piped,8,6,1.4,1,7,5,1,0,1,1,1,1,1,0,not_applicable,2022,9,28,sepsis,27,1,1,0,0,814.0,35.0,0,grid_unreliable,0
6140,referral_hospital,O2_0037,urban,252,1,1,1,1,oxygen_concentrator,5,4,1.9,1,13,7,6,0,1,1,1,1,1,0,not_applicable,2021,12,36,trauma,33,3,1,2,0,606.0,30.0,1,generator_only,2
6141,referral_hospital,O2_0101,urban,191,1,1,1,1,cylinder_piped,5,0,8.4,1,6,4,3,0,1,1,1,1,0,0,not_applicable,2023,7,40,COVID19_severe,28,12,1,4,0,580.0,44.0,1,none,4
6142,referral_hospital,O2_0158,peri_urban,266,1,1,1,1,LOX_bulk_tank,0,0,2.3,1,10,3,4,0,1,0,0,1,1,0,not_applicable,2022,4,33,trauma,31,2,1,2,0,999.0,14.0,1,grid_unreliable,2
6143,referral_hospital,O2_0170,urban,233,1,1,1,1,oxygen_concentrator,1,0,8.6,1,11,11,5,0,1,1,1,0,0,24,concentrator_malfunction,2024,3,46,COPD_exacerbation,0,46,0,20,23,1019.0,5.0,1,grid_unreliable,6
6144,referral_hospital,O2_0028,rural,238,1,1,1,1,PSA_plant_onsite,0,0,0.9,1,5,6,1,1,1,1,1,1,1,0,not_applicable,2023,12,30,other_hypoxemia,23,7,1,5,0,767.0,13.0,1,grid_unreliable,2
6145,referral_hospital,O2_0031,urban,282,1,1,1,1,oxygen_concentrator,2,2,2.2,1,11,8,5,0,1,1,0,0,0,1,power_outage,2023,2,43,pneumonia_adult,0,43,0,15,13,747.0,4.0,1,grid_reliable,8
6146,referral_hospital,O2_0095,rural,329,1,1,1,1,LOX_bulk_tank,0,0,4.1,1,14,4,7,0,1,1,1,0,0,3,PSA_plant_breakdown,2024,12,38,pneumonia_adult,0,38,0,9,5,623.0,2.0,1,grid_reliable,0
6147,referral_hospital,O2_0022,rural,272,1,1,1,1,PSA_plant_onsite,0,0,7.2,1,18,6,1,0,1,1,1,0,0,11,demand_surge,2021,10,36,sepsis,0,36,0,17,9,824.0,19.0,1,grid_reliable,18
6148,referral_hospital,O2_0041,urban,321,1,1,1,1,oxygen_concentrator,6,3,1.4,1,7,9,2,0,1,1,0,1,1,0,not_applicable,2023,3,52,pneumonia_child,38,14,1,2,0,657.0,4.0,1,grid_unreliable,3
6149,referral_hospital,O2_0003,peri_urban,213,1,1,1,1,cylinder_piped,0,0,1.1,1,11,3,8,0,1,1,1,0,0,7,concentrator_malfunction,2023,12,48,neonatal_respiratory,0,48,0,21,12,1132.0,22.0,0,grid_reliable,4
6150,referral_hospital,O2_0014,peri_urban,266,1,1,1,1,PSA_plant_onsite,0,0,4.4,1,8,5,3,0,1,1,1,1,1,0,not_applicable,2024,3,36,asthma_severe,36,0,1,0,0,594.0,3.0,1,grid_reliable,3
6151,referral_hospital,O2_0072,peri_urban,246,1,1,1,1,LOX_bulk_tank,0,0,2.7,1,13,6,7,0,1,0,0,1,1,5,demand_surge,2022,1,36,pneumonia_child,27,9,1,3,0,838.0,72.0,1,grid_reliable,0
6152,referral_hospital,O2_0033,rural,325,1,1,1,1,oxygen_concentrator,5,3,4.0,1,10,4,5,0,1,1,1,1,1,0,not_applicable,2023,5,37,pneumonia_adult,36,1,1,0,0,626.0,20.0,1,generator_only,0
6153,referral_hospital,O2_0046,urban,258,1,1,1,1,LOX_bulk_tank,0,0,0.2,1,14,5,1,0,1,1,0,1,1,0,not_applicable,2023,9,45,pneumonia_child,40,5,0,2,0,386.0,11.0,1,grid_reliable,1
6154,referral_hospital,O2_0128,rural,273,1,1,1,1,oxygen_concentrator,3,2,1.2,1,10,6,2,0,1,1,1,1,1,0,not_applicable,2022,1,34,pneumonia_adult,26,8,1,4,0,828.0,7.0,1,generator_only,2
6155,referral_hospital,O2_0100,rural,287,1,1,1,1,oxygen_concentrator,10,7,1.6,1,8,3,3,0,1,0,0,1,1,0,not_applicable,2023,11,47,COVID19_severe,41,6,0,3,0,862.0,20.0,1,grid_reliable,5
6156,referral_hospital,O2_0010,peri_urban,155,1,1,1,1,LOX_bulk_tank,0,0,1.1,1,7,10,0,0,1,1,0,1,1,0,not_applicable,2022,3,49,sepsis,27,22,1,8,0,708.0,6.0,1,grid_reliable,3
6157,referral_hospital,O2_0140,urban,246,1,1,1,1,oxygen_concentrator,3,2,9.0,1,14,6,7,0,1,1,1,1,1,0,not_applicable,2023,5,37,neonatal_respiratory,33,4,0,3,0,635.0,45.0,1,grid_unreliable,7
6158,referral_hospital,O2_0033,urban,306,1,1,1,1,LOX_bulk_tank,0,0,3.9,1,10,6,2,0,1,1,1,1,0,0,not_applicable,2024,10,41,surgical_anaesthesia,30,11,0,4,0,922.0,10.0,1,grid_unreliable,1
6159,referral_hospital,O2_0127,peri_urban,201,1,1,1,1,cylinder_piped,5,3,2.1,1,6,6,0,0,1,1,1,1,1,0,not_applicable,2024,1,42,trauma,32,10,1,1,0,789.0,0.0,1,grid_reliable,3
6160,referral_hospital,O2_0085,peri_urban,252,1,1,1,1,oxygen_concentrator,4,2,8.0,1,9,4,3,0,1,1,1,1,1,0,not_applicable,2022,6,46,pneumonia_child,33,13,0,5,0,981.0,1.0,1,grid_unreliable,0
6161,referral_hospital,O2_0046,urban,287,1,1,1,1,LOX_bulk_tank,5,3,12.0,1,8,9,26,0,1,1,1,1,0,0,not_applicable,2022,10,48,pneumonia_child,33,15,1,3,0,1003.0,0.0,1,grid_reliable,11
6162,referral_hospital,O2_0091,urban,243,1,1,1,1,LOX_bulk_tank,9,7,4.0,1,6,4,2,0,1,0,0,0,0,9,supplier_stockout,2022,1,32,COVID19_severe,0,32,0,16,9,926.0,1.0,1,generator_only,4
6163,referral_hospital,O2_0084,rural,226,1,1,1,1,LOX_bulk_tank,2,1,1.0,1,18,3,0,0,1,0,0,1,1,0,not_applicable,2023,8,44,COVID19_severe,33,11,0,4,0,719.0,84.0,1,grid_reliable,1
6164,referral_hospital,O2_0177,rural,309,1,1,1,1,PSA_plant_onsite,10,8,1.2,1,11,2,8,0,1,1,0,1,1,0,not_applicable,2024,12,47,COPD_exacerbation,34,13,1,5,0,804.0,19.0,1,solar,0
6165,referral_hospital,O2_0110,peri_urban,319,1,1,1,1,cylinder_piped,0,0,0.6,1,8,4,1,0,1,1,1,1,0,0,not_applicable,2022,3,57,pneumonia_child,34,23,0,8,0,670.0,8.0,1,none,1
6166,referral_hospital,O2_0185,urban,270,1,1,1,1,cylinder_piped,0,0,2.6,1,9,4,0,0,1,1,0,1,1,0,not_applicable,2023,11,34,severe_malaria,22,12,1,6,0,760.0,30.0,0,grid_reliable,2
6167,referral_hospital,O2_0146,urban,291,1,1,1,1,oxygen_concentrator,7,3,8.8,1,8,8,22,0,1,1,1,1,1,0,not_applicable,2021,9,44,neonatal_respiratory,41,3,0,1,0,774.0,14.0,1,grid_reliable,1
6168,referral_hospital,O2_0085,rural,269,1,1,1,1,oxygen_concentrator,7,4,0.1,1,8,4,0,0,1,1,1,1,1,0,not_applicable,2024,8,44,other_hypoxemia,25,19,1,7,0,880.0,2.0,1,grid_reliable,25
6169,referral_hospital,O2_0062,urban,255,1,1,1,1,oxygen_concentrator,3,1,1.7,1,18,7,12,0,1,1,1,1,1,0,not_applicable,2024,1,30,heart_failure,23,7,1,2,0,613.0,7.0,1,grid_unreliable,6
6170,referral_hospital,O2_0025,rural,257,1,1,1,1,PSA_plant_onsite,0,0,5.7,1,9,6,8,1,1,0,0,1,1,0,not_applicable,2023,7,38,neonatal_respiratory,25,13,1,6,0,923.0,2.0,1,grid_reliable,23
6171,referral_hospital,O2_0107,peri_urban,219,1,1,1,1,oxygen_concentrator,4,2,4.4,1,17,3,12,0,1,1,1,1,1,0,not_applicable,2024,8,44,sepsis,23,21,0,10,0,748.0,21.0,1,grid_unreliable,1
6172,referral_hospital,O2_0108,peri_urban,248,1,1,1,1,LOX_bulk_tank,5,3,2.5,1,9,5,10,0,1,0,0,1,1,5,empty_cylinders_not_collected,2021,4,37,COVID19_severe,32,5,1,4,0,754.0,86.0,1,grid_reliable,12
6173,referral_hospital,O2_0078,peri_urban,291,1,1,1,1,PSA_plant_onsite,0,0,1.0,1,13,4,0,1,1,1,0,0,0,18,demand_surge,2021,4,43,pneumonia_child,0,43,0,18,10,914.0,21.0,1,grid_reliable,3
6174,referral_hospital,O2_0058,urban,137,1,1,1,1,cylinder_piped,7,3,0.6,1,9,4,2,0,1,1,0,1,0,0,not_applicable,2024,11,44,COVID19_severe,39,5,1,0,0,844.0,13.0,1,generator_only,6
6175,referral_hospital,O2_0160,urban,278,1,1,1,1,LOX_bulk_tank,0,0,4.3,1,12,2,2,0,1,1,1,1,1,0,not_applicable,2024,9,37,other_hypoxemia,37,0,0,0,0,580.0,8.0,0,grid_unreliable,2
6176,referral_hospital,O2_0194,urban,273,1,1,1,1,oxygen_concentrator,2,1,3.6,1,12,5,13,0,1,1,0,0,0,1,PSA_plant_breakdown,2021,6,28,pneumonia_adult,0,28,0,8,2,543.0,61.0,1,grid_reliable,6
6177,referral_hospital,O2_0075,urban,254,1,1,1,1,cylinder_piped,0,0,0.8,1,12,6,1,0,1,0,0,1,1,0,not_applicable,2023,8,40,COVID19_severe,38,2,1,2,0,870.0,14.0,0,generator_only,32
6178,referral_hospital,O2_0197,peri_urban,240,1,1,1,1,LOX_bulk_tank,3,2,0.4,1,11,6,3,0,1,1,0,1,1,0,not_applicable,2024,12,35,neonatal_respiratory,18,17,1,7,0,765.0,0.0,1,none,4
6179,referral_hospital,O2_0024,urban,223,1,1,1,1,LOX_bulk_tank,0,0,0.6,1,9,2,2,0,1,0,0,1,1,1,supplier_stockout,2021,1,42,severe_malaria,39,3,1,1,0,770.0,18.0,1,grid_reliable,0
6180,referral_hospital,O2_0170,urban,259,1,1,1,1,cylinder_piped,0,0,0.4,1,18,8,6,0,1,1,0,0,0,14,piping_system_leak,2022,11,36,sepsis,0,36,0,15,29,693.0,2.0,0,grid_reliable,2
6181,referral_hospital,O2_0165,urban,207,1,1,1,1,LOX_bulk_tank,0,0,13.8,1,11,5,3,0,1,1,1,0,0,8,PSA_plant_breakdown,2023,3,39,sepsis,0,39,0,17,9,1015.0,21.0,0,grid_reliable,5
6182,referral_hospital,O2_0199,urban,237,1,1,1,1,cylinder_piped,0,0,4.7,1,15,2,3,0,1,1,0,1,1,3,demand_surge,2023,12,38,severe_malaria,29,9,1,3,0,813.0,1.0,1,grid_unreliable,8
6183,referral_hospital,O2_0183,urban,244,1,1,1,1,LOX_bulk_tank,0,0,5.7,1,13,7,1,0,1,1,1,1,1,0,not_applicable,2024,2,46,trauma,43,3,0,1,0,821.0,15.0,1,generator_only,2
6184,referral_hospital,O2_0063,urban,279,1,1,1,1,LOX_bulk_tank,0,0,4.5,1,12,7,4,0,1,1,1,1,1,0,not_applicable,2024,3,34,surgical_anaesthesia,30,4,1,0,0,835.0,41.0,1,grid_unreliable,0
6185,referral_hospital,O2_0066,urban,262,1,1,1,1,oxygen_concentrator,9,2,1.6,1,11,6,0,0,1,1,1,1,0,1,supplier_stockout,2023,12,42,sepsis,31,11,1,6,0,1077.0,2.0,1,grid_unreliable,1
6186,referral_hospital,O2_0107,rural,254,1,1,1,1,oxygen_concentrator,6,3,4.3,1,9,6,29,0,1,0,0,1,0,0,not_applicable,2022,5,37,neonatal_respiratory,20,17,1,7,0,696.0,15.0,0,grid_reliable,12
6187,referral_hospital,O2_0096,urban,271,1,1,1,1,oxygen_concentrator,7,5,4.9,1,10,5,3,0,1,0,0,1,1,2,piping_system_leak,2023,8,34,trauma,30,4,0,1,0,810.0,20.0,1,grid_unreliable,5
6188,referral_hospital,O2_0008,urban,318,1,1,1,1,PSA_plant_onsite,0,0,0.8,1,10,3,0,1,1,1,0,1,0,2,cylinder_delivery_delay,2023,3,51,pneumonia_child,42,9,1,4,0,700.0,1.0,1,grid_unreliable,3
6189,referral_hospital,O2_0093,urban,225,1,1,1,1,LOX_bulk_tank,0,0,7.3,1,11,6,5,0,1,1,0,1,1,0,not_applicable,2022,8,49,COVID19_severe,39,10,1,4,0,684.0,7.0,1,grid_unreliable,2
6190,referral_hospital,O2_0143,urban,219,1,1,1,1,PSA_plant_onsite,0,0,9.8,1,13,7,5,1,1,1,0,1,1,0,not_applicable,2023,8,34,sepsis,32,2,1,0,0,795.0,14.0,1,grid_unreliable,6
6191,referral_hospital,O2_0121,urban,307,1,1,1,1,PSA_plant_onsite,0,0,1.9,1,9,5,4,1,1,0,0,1,0,0,not_applicable,2024,8,37,other_hypoxemia,28,9,0,3,0,404.0,9.0,1,grid_unreliable,3
6192,referral_hospital,O2_0126,urban,216,1,1,1,1,cylinder_piped,0,0,2.9,1,5,7,4,0,1,1,0,0,0,19,PSA_plant_breakdown,2022,2,39,heart_failure,0,39,0,12,7,585.0,3.0,0,grid_reliable,1
6193,referral_hospital,O2_0109,rural,197,1,1,1,1,LOX_bulk_tank,0,0,3.2,1,12,11,2,0,1,1,1,1,1,0,not_applicable,2021,10,43,pneumonia_child,33,10,1,6,0,949.0,6.0,1,grid_unreliable,7
6194,referral_hospital,O2_0092,urban,202,1,1,1,1,oxygen_concentrator,5,2,0.2,1,5,2,2,0,1,1,1,1,1,0,not_applicable,2024,8,50,COVID19_severe,44,6,1,2,0,925.0,16.0,1,grid_reliable,5
6195,referral_hospital,O2_0194,urban,221,1,1,1,1,cylinder_portable,0,0,3.3,1,9,7,6,0,1,1,1,1,0,0,not_applicable,2023,9,27,pneumonia_child,17,10,1,7,0,953.0,4.0,0,solar,4
6196,referral_hospital,O2_0036,urban,172,1,1,1,1,cylinder_piped,0,0,3.0,1,8,2,8,0,1,1,0,1,0,0,not_applicable,2021,4,37,pneumonia_child,23,14,0,6,0,623.0,16.0,0,generator_only,26
6197,referral_hospital,O2_0006,peri_urban,264,1,1,1,1,PSA_plant_onsite,8,4,5.3,1,14,2,0,1,1,1,1,1,1,4,concentrator_malfunction,2024,12,46,COVID19_severe,35,11,1,0,0,972.0,53.0,1,grid_reliable,0
6198,referral_hospital,O2_0138,urban,223,1,1,1,1,PSA_plant_onsite,4,2,7.7,1,13,8,0,0,1,0,0,1,1,0,not_applicable,2024,4,41,COVID19_severe,23,18,1,9,0,631.0,42.0,1,none,3
6199,referral_hospital,O2_0032,urban,226,1,1,1,1,LOX_bulk_tank,0,0,2.6,1,9,2,6,0,1,1,1,1,1,0,not_applicable,2021,3,49,asthma_severe,49,0,1,0,0,614.0,12.0,1,grid_reliable,11
6200,referral_hospital,O2_0184,urban,288,1,1,1,1,LOX_bulk_tank,0,0,0.3,1,2,8,2,0,1,0,0,1,1,0,not_applicable,2023,12,38,asthma_severe,20,18,0,7,0,541.0,20.0,1,grid_reliable,7
6201,referral_hospital,O2_0004,peri_urban,229,1,1,1,1,PSA_plant_onsite,7,5,0.2,1,5,3,11,1,1,0,0,0,0,14,PSA_plant_breakdown,2023,5,29,neonatal_respiratory,0,29,0,14,1,620.0,4.0,1,none,4
6202,referral_hospital,O2_0131,rural,322,1,1,1,1,LOX_bulk_tank,0,0,2.4,1,5,0,0,0,1,1,1,1,1,0,not_applicable,2021,3,45,neonatal_respiratory,38,7,1,1,0,652.0,37.0,0,grid_reliable,1
6203,referral_hospital,O2_0163,rural,252,1,1,1,1,PSA_plant_onsite,0,0,0.4,1,4,5,23,1,1,1,0,1,1,1,demand_surge,2022,10,54,surgical_anaesthesia,42,12,1,2,0,864.0,27.0,1,generator_only,7
6204,referral_hospital,O2_0030,urban,202,1,1,1,1,cylinder_piped,0,0,2.1,1,12,5,2,0,1,1,1,0,0,21,cylinder_delivery_delay,2024,5,42,heart_failure,0,42,0,15,8,575.0,12.0,1,grid_reliable,4
6205,referral_hospital,O2_0194,rural,196,1,1,1,1,PSA_plant_onsite,0,0,1.3,1,9,4,4,1,1,1,1,1,1,0,not_applicable,2023,1,36,heart_failure,21,15,1,4,0,669.0,23.0,1,grid_reliable,3
6206,referral_hospital,O2_0020,peri_urban,238,1,1,1,1,PSA_plant_onsite,0,0,3.8,1,12,5,9,0,1,0,0,1,1,0,not_applicable,2023,4,40,heart_failure,31,9,1,1,0,574.0,35.0,1,grid_unreliable,1
6207,referral_hospital,O2_0152,urban,268,1,1,1,1,oxygen_concentrator,10,5,5.7,1,5,4,0,0,1,1,0,1,1,0,not_applicable,2022,12,38,pneumonia_child,24,14,1,4,0,551.0,46.0,1,grid_reliable,1
6208,referral_hospital,O2_0018,urban,178,1,1,1,1,cylinder_piped,0,0,1.8,1,12,6,4,0,1,1,0,1,1,0,not_applicable,2024,4,39,pneumonia_adult,29,10,1,4,0,714.0,7.0,1,grid_reliable,4
6209,referral_hospital,O2_0002,rural,185,1,1,1,1,oxygen_concentrator,6,5,3.0,1,9,4,1,0,1,1,0,1,1,0,not_applicable,2023,1,35,pneumonia_adult,31,4,1,0,0,612.0,10.0,1,grid_unreliable,1
6210,referral_hospital,O2_0155,rural,205,1,1,1,1,LOX_bulk_tank,0,0,1.3,1,5,1,13,0,1,1,1,1,1,0,not_applicable,2021,8,38,COPD_exacerbation,29,9,1,4,0,641.0,31.0,1,solar,5
6211,referral_hospital,O2_0142,rural,266,1,1,1,1,PSA_plant_onsite,0,0,0.0,1,12,7,9,0,1,1,0,1,1,0,not_applicable,2023,9,45,pneumonia_child,42,3,1,2,0,790.0,1.0,1,grid_reliable,2
6212,referral_hospital,O2_0014,rural,281,1,1,1,1,PSA_plant_onsite,8,5,1.8,1,19,3,3,0,1,0,0,1,0,1,PSA_plant_breakdown,2023,11,52,neonatal_respiratory,52,0,1,0,0,863.0,14.0,1,generator_only,7
6213,referral_hospital,O2_0129,rural,260,1,1,1,1,PSA_plant_onsite,0,0,1.4,1,14,9,2,1,1,1,1,1,1,0,not_applicable,2023,5,37,trauma,37,0,1,0,0,955.0,3.0,1,grid_reliable,3
6214,referral_hospital,O2_0126,urban,236,1,1,1,1,cylinder_piped,0,0,0.7,1,9,4,0,0,1,1,1,1,1,0,not_applicable,2023,11,44,neonatal_respiratory,21,23,1,8,0,861.0,27.0,1,grid_unreliable,4
6215,referral_hospital,O2_0062,urban,258,1,1,1,1,PSA_plant_onsite,0,0,0.0,1,11,7,12,1,1,1,1,0,0,10,cylinder_delivery_delay,2024,11,33,neonatal_respiratory,0,33,0,15,12,925.0,14.0,1,grid_unreliable,0
6216,referral_hospital,O2_0157,peri_urban,285,1,1,1,1,cylinder_piped,0,0,2.4,1,6,2,1,0,1,1,0,1,1,0,not_applicable,2024,12,42,pneumonia_child,38,4,1,2,0,828.0,10.0,1,grid_reliable,15
6217,referral_hospital,O2_0028,urban,241,1,1,1,1,cylinder_piped,0,0,14.3,1,11,7,1,0,1,1,1,1,1,7,PSA_plant_breakdown,2021,6,34,COPD_exacerbation,22,12,1,5,0,734.0,9.0,1,grid_unreliable,4
6218,referral_hospital,O2_0081,peri_urban,230,1,1,1,1,PSA_plant_onsite,0,0,0.8,1,10,10,12,0,1,1,1,1,0,0,not_applicable,2022,11,37,asthma_severe,33,4,1,1,0,799.0,2.0,1,grid_reliable,5
6219,referral_hospital,O2_0060,urban,246,1,1,1,1,cylinder_piped,0,0,4.8,1,7,3,1,0,1,1,1,1,1,0,not_applicable,2023,12,34,COPD_exacerbation,24,10,0,4,0,750.0,6.0,1,grid_reliable,8
6220,referral_hospital,O2_0099,rural,250,1,1,1,1,PSA_plant_onsite,6,4,1.5,1,11,2,14,0,1,1,1,1,1,0,not_applicable,2024,6,52,surgical_anaesthesia,34,18,1,6,0,627.0,27.0,0,solar,8
6221,referral_hospital,O2_0125,urban,284,1,1,1,1,cylinder_piped,0,0,0.4,1,8,4,7,0,1,0,0,1,1,0,not_applicable,2021,6,47,trauma,38,9,1,3,0,646.0,44.0,1,generator_only,6
6222,referral_hospital,O2_0163,urban,245,1,1,1,1,cylinder_piped,7,3,3.0,1,15,7,0,0,1,1,0,0,0,1,concentrator_malfunction,2022,11,48,trauma,0,48,0,19,7,884.0,5.0,1,grid_unreliable,16
6223,referral_hospital,O2_0036,peri_urban,227,1,1,1,1,LOX_bulk_tank,4,2,2.2,1,12,3,2,0,1,1,1,1,1,5,concentrator_malfunction,2024,8,40,sepsis,40,0,1,0,0,909.0,5.0,1,grid_unreliable,7
6224,referral_hospital,O2_0180,peri_urban,274,1,1,1,1,PSA_plant_onsite,0,0,0.1,1,7,6,9,0,1,1,1,0,0,3,demand_surge,2022,12,44,pneumonia_adult,0,44,0,11,3,891.0,2.0,1,grid_unreliable,0
6225,referral_hospital,O2_0071,urban,212,1,1,1,1,LOX_bulk_tank,0,0,2.9,1,9,2,2,0,1,1,1,1,1,0,not_applicable,2022,12,35,neonatal_respiratory,27,8,1,4,0,593.0,20.0,1,grid_reliable,2
6226,referral_hospital,O2_0018,rural,221,1,1,1,1,cylinder_portable,10,4,5.0,1,8,6,2,0,1,0,0,1,1,0,not_applicable,2022,5,43,COVID19_severe,29,14,0,4,0,1067.0,8.0,0,grid_reliable,3
6227,referral_hospital,O2_0149,peri_urban,194,1,1,1,1,PSA_plant_onsite,0,0,3.6,1,10,3,2,0,1,1,0,1,0,0,not_applicable,2024,7,40,COVID19_severe,29,11,1,4,0,728.0,12.0,1,generator_only,1
6228,referral_hospital,O2_0093,urban,203,1,1,1,1,cylinder_piped,0,0,5.5,1,7,6,2,0,1,1,1,1,1,0,not_applicable,2023,5,52,trauma,45,7,1,1,0,784.0,6.0,0,none,16
6229,referral_hospital,O2_0093,urban,225,1,1,1,1,cylinder_piped,5,3,0.6,1,10,7,0,0,1,1,1,1,0,0,not_applicable,2021,1,38,other_hypoxemia,34,4,1,0,0,825.0,15.0,1,grid_reliable,3
6230,referral_hospital,O2_0127,rural,235,1,1,1,1,LOX_bulk_tank,0,0,0.0,1,12,9,2,0,1,1,0,1,1,0,not_applicable,2024,6,35,heart_failure,30,5,1,2,0,1161.0,11.0,1,generator_only,2
6231,referral_hospital,O2_0102,peri_urban,213,1,1,1,1,oxygen_concentrator,2,1,1.0,1,8,3,9,0,1,1,1,0,0,3,concentrator_malfunction,2024,4,60,surgical_anaesthesia,0,60,0,22,21,675.0,4.0,1,grid_reliable,0
6232,referral_hospital,O2_0097,rural,255,1,1,1,1,PSA_plant_onsite,0,0,2.1,1,9,2,0,0,1,1,1,1,1,0,not_applicable,2022,3,31,trauma,27,4,0,3,0,702.0,7.0,1,generator_only,3
6233,referral_hospital,O2_0172,peri_urban,233,1,1,1,1,LOX_bulk_tank,0,0,3.3,1,9,4,3,0,1,1,1,1,1,0,not_applicable,2022,12,31,COVID19_severe,25,6,1,3,0,661.0,9.0,1,grid_reliable,5
6234,referral_hospital,O2_0192,urban,268,1,1,1,1,PSA_plant_onsite,6,6,3.3,1,9,3,4,0,1,1,1,1,1,0,not_applicable,2023,3,29,pneumonia_adult,26,3,1,0,0,826.0,10.0,0,solar,3
6235,referral_hospital,O2_0133,urban,183,1,1,1,1,cylinder_piped,0,0,0.3,1,12,6,2,0,1,1,1,1,1,0,not_applicable,2023,9,37,pneumonia_child,31,6,1,2,0,589.0,3.0,1,solar,5
6236,referral_hospital,O2_0039,peri_urban,214,1,1,1,1,cylinder_piped,0,0,4.8,1,9,2,3,0,1,0,0,0,0,13,PSA_plant_breakdown,2024,6,36,COPD_exacerbation,0,36,0,16,2,959.0,4.0,1,generator_only,12
6237,referral_hospital,O2_0110,urban,266,1,1,1,1,PSA_plant_onsite,0,0,4.5,1,11,8,3,0,1,0,0,1,1,0,not_applicable,2024,1,38,pneumonia_child,27,11,1,5,0,709.0,23.0,1,grid_reliable,0
6238,referral_hospital,O2_0121,peri_urban,185,1,1,1,1,LOX_bulk_tank,0,0,3.6,1,6,8,7,0,1,1,1,1,1,0,not_applicable,2021,8,40,heart_failure,35,5,1,2,0,792.0,20.0,1,solar,3
6239,referral_hospital,O2_0199,urban,242,1,1,1,1,LOX_bulk_tank,0,0,2.3,1,7,4,5,0,1,1,0,0,0,12,concentrator_malfunction,2023,12,40,trauma,0,40,0,8,12,595.0,7.0,0,grid_reliable,9
6240,referral_hospital,O2_0146,peri_urban,203,1,1,1,1,PSA_plant_onsite,0,0,1.6,1,5,3,6,0,1,0,0,1,0,0,not_applicable,2024,11,40,COPD_exacerbation,29,11,0,7,0,991.0,15.0,1,generator_only,5
6241,referral_hospital,O2_0158,urban,259,1,1,1,1,LOX_bulk_tank,0,0,1.2,1,11,4,2,0,1,1,1,1,1,0,not_applicable,2023,6,45,neonatal_respiratory,33,12,1,4,0,659.0,4.0,1,solar,2
6242,referral_hospital,O2_0059,peri_urban,298,1,1,1,1,LOX_bulk_tank,0,0,0.8,1,6,6,1,0,1,1,0,1,1,0,not_applicable,2023,8,33,severe_malaria,25,8,1,2,0,801.0,10.0,1,generator_only,0
6243,referral_hospital,O2_0102,urban,241,1,1,1,1,LOX_bulk_tank,0,0,2.9,1,11,5,1,0,1,0,0,1,1,0,not_applicable,2022,3,45,severe_malaria,26,19,1,4,0,459.0,15.0,1,grid_reliable,3
6244,referral_hospital,O2_0187,peri_urban,216,1,1,1,1,LOX_bulk_tank,0,0,0.9,1,7,3,1,0,1,1,1,1,1,0,not_applicable,2022,6,37,pneumonia_adult,37,0,1,0,0,690.0,15.0,1,grid_unreliable,3
6245,referral_hospital,O2_0041,peri_urban,300,1,1,1,1,cylinder_piped,0,0,1.9,1,11,7,11,0,1,1,1,0,0,30,concentrator_malfunction,2021,7,38,COVID19_severe,0,38,0,13,10,857.0,22.0,1,grid_reliable,8
6246,referral_hospital,O2_0109,peri_urban,251,1,1,1,1,LOX_bulk_tank,0,0,0.2,1,16,11,4,0,1,1,1,1,1,0,not_applicable,2022,7,50,surgical_anaesthesia,49,1,0,1,0,568.0,20.0,0,grid_reliable,2
6247,referral_hospital,O2_0096,peri_urban,168,1,1,1,1,cylinder_piped,0,0,4.8,1,8,5,7,0,1,0,0,1,1,0,not_applicable,2022,3,36,other_hypoxemia,30,6,1,3,0,822.0,2.0,1,grid_unreliable,16
6248,referral_hospital,O2_0166,peri_urban,311,1,1,1,1,LOX_bulk_tank,0,0,1.3,1,6,3,3,0,1,1,1,0,0,5,PSA_plant_breakdown,2024,3,32,pneumonia_child,0,32,0,11,8,779.0,17.0,1,grid_unreliable,1
6249,referral_hospital,O2_0005,peri_urban,198,1,1,1,1,LOX_bulk_tank,6,2,0.6,1,7,4,8,0,1,1,0,1,1,7,concentrator_malfunction,2021,4,37,severe_malaria,24,13,1,3,0,924.0,5.0,0,grid_reliable,0
6250,referral_hospital,O2_0061,rural,246,1,1,1,1,cylinder_piped,5,4,5.9,1,11,6,10,0,1,1,0,1,1,0,not_applicable,2024,4,42,COVID19_severe,30,12,0,2,0,820.0,1.0,1,grid_reliable,3
6251,referral_hospital,O2_0100,rural,272,1,1,1,1,PSA_plant_onsite,0,0,2.2,1,7,4,12,0,1,1,0,1,1,0,not_applicable,2021,7,38,severe_malaria,16,22,1,6,0,728.0,21.0,1,grid_reliable,2
6252,referral_hospital,O2_0035,urban,155,1,1,1,1,LOX_bulk_tank,0,0,1.2,1,16,4,0,0,1,0,0,1,1,0,not_applicable,2023,7,49,severe_malaria,41,8,1,4,0,588.0,19.0,0,solar,1
6253,referral_hospital,O2_0092,urban,262,1,1,1,1,LOX_bulk_tank,0,0,1.3,1,15,5,11,0,1,1,1,0,0,10,demand_surge,2023,2,43,sepsis,0,43,0,14,13,859.0,2.0,1,grid_unreliable,0
6254,referral_hospital,O2_0070,rural,247,1,1,1,1,oxygen_concentrator,4,2,0.2,1,10,4,0,0,1,0,0,1,0,0,not_applicable,2021,12,46,neonatal_respiratory,31,15,1,6,0,674.0,52.0,1,generator_only,2
6255,referral_hospital,O2_0181,urban,302,1,1,1,1,cylinder_portable,6,4,2.0,1,8,5,4,0,1,1,1,0,0,6,empty_cylinders_not_collected,2022,11,42,COPD_exacerbation,0,42,0,18,12,794.0,2.0,1,grid_reliable,2
6256,referral_hospital,O2_0044,urban,240,1,1,1,1,LOX_bulk_tank,3,2,0.7,1,11,2,6,0,1,1,1,0,0,7,demand_surge,2022,11,32,surgical_anaesthesia,0,32,0,17,14,1035.0,19.0,1,grid_unreliable,2
6257,referral_hospital,O2_0135,peri_urban,276,1,1,1,1,cylinder_piped,3,2,0.3,1,9,5,17,0,1,1,1,0,0,22,power_outage,2023,3,41,asthma_severe,0,41,0,14,6,955.0,4.0,1,grid_unreliable,3
6258,referral_hospital,O2_0032,rural,215,1,1,1,1,PSA_plant_onsite,0,0,1.8,1,10,9,13,1,1,1,1,1,1,1,PSA_plant_breakdown,2021,2,33,neonatal_respiratory,33,0,1,0,0,932.0,50.0,1,grid_reliable,4
6259,referral_hospital,O2_0144,urban,304,1,1,1,1,LOX_bulk_tank,0,0,0.5,1,15,5,1,0,1,1,1,1,1,1,piping_system_leak,2022,4,39,COVID19_severe,36,3,1,1,0,863.0,19.0,1,grid_reliable,8
6260,referral_hospital,O2_0044,peri_urban,248,1,1,1,1,PSA_plant_onsite,0,0,0.7,1,16,8,1,0,1,0,0,1,1,0,not_applicable,2024,3,49,asthma_severe,32,17,1,8,0,805.0,6.0,1,grid_unreliable,3
6261,referral_hospital,O2_0092,urban,274,1,1,1,1,cylinder_piped,0,0,5.3,1,12,0,1,0,1,1,0,1,1,0,not_applicable,2021,2,34,COPD_exacerbation,34,0,1,0,0,927.0,1.0,1,grid_reliable,6
6262,referral_hospital,O2_0025,peri_urban,238,1,1,1,1,LOX_bulk_tank,10,6,2.1,1,7,6,1,0,1,1,1,1,1,3,demand_surge,2023,1,42,sepsis,37,5,0,1,0,887.0,1.0,1,grid_unreliable,1
6263,referral_hospital,O2_0110,urban,300,1,1,1,1,cylinder_piped,0,0,5.0,1,12,4,7,0,1,1,1,1,1,0,not_applicable,2023,9,44,COPD_exacerbation,38,6,1,4,0,553.0,6.0,1,generator_only,12
6264,referral_hospital,O2_0107,rural,285,1,1,1,1,cylinder_piped,0,0,4.6,1,6,6,1,0,1,1,0,1,1,0,not_applicable,2023,2,35,neonatal_respiratory,35,0,1,0,0,762.0,6.0,1,generator_only,6
6265,referral_hospital,O2_0004,rural,284,1,1,1,1,LOX_bulk_tank,0,0,9.7,1,8,2,4,0,1,1,1,1,1,0,not_applicable,2022,1,34,pneumonia_child,30,4,1,1,0,892.0,1.0,1,grid_reliable,1
6266,referral_hospital,O2_0118,rural,287,1,1,1,1,LOX_bulk_tank,0,0,1.8,1,8,5,1,0,1,1,1,1,1,3,demand_surge,2022,4,52,severe_malaria,34,18,1,3,0,734.0,76.0,1,grid_unreliable,5
6267,referral_hospital,O2_0155,peri_urban,247,1,1,1,1,LOX_bulk_tank,0,0,5.6,1,10,8,10,0,1,1,1,1,1,0,not_applicable,2021,4,42,severe_malaria,31,11,0,4,0,908.0,18.0,1,grid_unreliable,0
6268,referral_hospital,O2_0166,peri_urban,235,1,1,1,1,cylinder_piped,0,0,0.5,1,7,5,1,0,1,0,0,1,1,0,not_applicable,2023,1,36,sepsis,31,5,1,1,0,901.0,3.0,1,generator_only,1
6269,referral_hospital,O2_0072,peri_urban,240,1,1,1,1,PSA_plant_onsite,0,0,5.0,1,8,11,3,1,1,1,1,1,1,0,not_applicable,2023,2,44,COPD_exacerbation,41,3,0,0,0,703.0,5.0,1,grid_reliable,33
6270,referral_hospital,O2_0056,urban,320,1,1,1,1,LOX_bulk_tank,8,3,1.2,1,7,11,3,0,1,1,0,1,1,0,not_applicable,2024,9,45,neonatal_respiratory,36,9,1,3,0,783.0,0.0,1,grid_reliable,0
6271,referral_hospital,O2_0008,urban,302,1,1,1,1,LOX_bulk_tank,4,2,0.5,1,6,2,5,0,1,1,1,1,1,0,not_applicable,2021,4,40,neonatal_respiratory,36,4,0,1,0,963.0,8.0,0,grid_unreliable,14
6272,referral_hospital,O2_0020,rural,249,1,1,1,1,oxygen_concentrator,6,3,0.1,1,12,7,5,0,1,1,1,1,1,0,not_applicable,2022,1,35,COVID19_severe,32,3,1,0,0,714.0,3.0,1,none,0
6273,referral_hospital,O2_0080,rural,308,1,1,1,1,cylinder_piped,0,0,1.6,1,5,7,8,0,1,1,1,1,1,0,not_applicable,2022,6,17,COVID19_severe,11,6,1,1,0,919.0,5.0,1,none,4
6274,referral_hospital,O2_0136,urban,216,1,1,1,1,cylinder_piped,0,0,1.1,1,11,1,7,0,1,1,1,1,1,0,not_applicable,2022,5,37,pneumonia_child,27,10,1,5,0,847.0,8.0,1,grid_unreliable,1
6275,referral_hospital,O2_0090,rural,254,1,1,1,1,LOX_bulk_tank,0,0,1.8,1,7,9,5,0,1,1,0,1,0,0,not_applicable,2023,11,36,severe_malaria,28,8,1,1,0,928.0,4.0,1,grid_reliable,7
6276,referral_hospital,O2_0162,urban,294,1,1,1,1,PSA_plant_onsite,0,0,4.2,1,9,7,0,1,1,0,0,1,1,0,not_applicable,2021,10,36,neonatal_respiratory,19,17,0,6,0,925.0,8.0,1,grid_reliable,5
6277,referral_hospital,O2_0184,peri_urban,329,1,1,1,1,PSA_plant_onsite,0,0,1.5,1,11,5,2,1,1,0,0,1,1,0,not_applicable,2024,1,48,severe_malaria,31,17,0,5,0,904.0,12.0,0,none,0
6278,referral_hospital,O2_0021,peri_urban,252,1,1,1,1,oxygen_concentrator,5,1,0.6,1,13,3,5,0,1,1,1,1,1,0,not_applicable,2023,8,43,trauma,34,9,1,1,0,777.0,50.0,1,grid_reliable,7
6279,referral_hospital,O2_0047,urban,260,1,1,1,1,LOX_bulk_tank,0,0,1.9,1,16,6,0,0,1,1,1,1,1,0,not_applicable,2022,3,46,other_hypoxemia,25,21,0,10,0,607.0,2.0,1,grid_unreliable,8
6280,referral_hospital,O2_0196,urban,220,1,1,1,1,PSA_plant_onsite,0,0,3.7,1,6,10,3,1,1,1,1,1,0,0,not_applicable,2024,8,38,neonatal_respiratory,33,5,1,2,0,927.0,52.0,1,grid_unreliable,7
6281,referral_hospital,O2_0190,urban,218,1,1,1,1,LOX_bulk_tank,5,1,1.8,1,12,2,7,0,1,1,0,1,1,0,not_applicable,2024,12,34,COVID19_severe,34,0,1,0,0,895.0,59.0,0,grid_reliable,3
6282,referral_hospital,O2_0131,peri_urban,193,1,1,1,1,oxygen_concentrator,3,1,3.7,1,7,6,2,0,1,1,1,1,1,11,no_oxygen_source,2022,3,31,COVID19_severe,31,0,0,0,0,778.0,29.0,1,grid_unreliable,6
6283,referral_hospital,O2_0158,urban,212,1,1,1,1,LOX_bulk_tank,0,0,8.2,1,5,7,2,0,1,1,0,1,1,0,not_applicable,2022,5,43,COPD_exacerbation,31,12,1,8,0,565.0,15.0,1,grid_reliable,3
6284,referral_hospital,O2_0050,urban,292,1,1,1,1,cylinder_piped,0,0,4.6,1,5,5,5,0,1,0,0,0,0,30,regulator_valve_failure,2023,2,40,heart_failure,0,40,0,13,6,584.0,20.0,1,grid_unreliable,0
6285,referral_hospital,O2_0199,rural,233,1,1,1,1,LOX_bulk_tank,8,8,7.3,1,12,0,0,0,1,1,0,1,1,0,not_applicable,2021,1,49,surgical_anaesthesia,42,7,1,1,0,1156.0,2.0,1,grid_reliable,5
6286,referral_hospital,O2_0080,rural,254,1,1,1,1,LOX_bulk_tank,0,0,0.0,1,9,3,4,0,1,0,0,1,1,0,not_applicable,2022,3,36,COVID19_severe,24,12,1,3,0,858.0,1.0,1,grid_unreliable,6
6287,referral_hospital,O2_0166,peri_urban,224,1,1,1,1,LOX_bulk_tank,0,0,0.3,1,9,4,2,0,1,1,1,1,1,0,not_applicable,2024,9,41,COVID19_severe,29,12,0,2,0,938.0,8.0,1,grid_reliable,2
6288,referral_hospital,O2_0161,urban,196,1,1,1,1,PSA_plant_onsite,0,0,8.4,1,9,4,1,0,1,1,1,1,1,0,not_applicable,2023,6,50,severe_malaria,42,8,0,0,0,852.0,10.0,1,grid_unreliable,1
6289,referral_hospital,O2_0008,peri_urban,256,1,1,1,1,cylinder_piped,0,0,11.9,1,10,5,3,0,1,1,1,1,1,0,not_applicable,2022,1,36,heart_failure,30,6,1,2,0,1050.0,12.0,1,grid_unreliable,0
6290,referral_hospital,O2_0015,urban,286,1,1,1,1,oxygen_concentrator,4,2,6.6,1,9,3,3,0,1,1,1,1,1,0,not_applicable,2024,5,43,sepsis,39,4,1,2,0,805.0,49.0,0,generator_only,0
6291,referral_hospital,O2_0073,rural,219,1,1,1,1,oxygen_concentrator,3,2,1.7,1,12,2,0,0,1,1,1,1,1,0,not_applicable,2023,10,44,COVID19_severe,32,12,1,4,0,752.0,34.0,1,grid_unreliable,1
6292,referral_hospital,O2_0166,urban,240,1,1,1,1,LOX_bulk_tank,0,0,0.8,1,9,6,2,0,1,1,1,0,0,30,piping_system_leak,2022,9,36,COVID19_severe,0,36,0,15,23,806.0,9.0,0,grid_reliable,9
6293,referral_hospital,O2_0103,peri_urban,224,1,1,1,1,PSA_plant_onsite,0,0,2.1,1,11,6,0,1,1,1,0,0,0,30,power_outage,2024,8,46,neonatal_respiratory,0,46,0,13,14,711.0,24.0,0,grid_reliable,3
6294,referral_hospital,O2_0164,urban,193,1,1,1,1,oxygen_concentrator,7,1,5.4,1,11,5,9,0,1,1,1,0,0,9,cylinder_delivery_delay,2022,7,33,neonatal_respiratory,0,33,0,13,14,518.0,8.0,1,none,10
6295,referral_hospital,O2_0032,peri_urban,173,1,1,1,1,LOX_bulk_tank,0,0,1.0,1,9,2,20,0,1,1,1,1,1,0,not_applicable,2022,10,38,pneumonia_child,29,9,1,2,0,609.0,1.0,0,solar,0
6296,referral_hospital,O2_0142,rural,253,1,1,1,1,cylinder_portable,0,0,7.9,1,16,4,14,0,1,1,1,1,0,0,not_applicable,2022,10,45,asthma_severe,15,30,1,11,0,672.0,6.0,1,grid_unreliable,2
6297,referral_hospital,O2_0154,urban,265,1,1,1,1,oxygen_concentrator,5,4,9.8,1,10,4,4,0,1,0,0,1,0,0,not_applicable,2022,9,39,COVID19_severe,26,13,1,6,0,856.0,7.0,0,grid_unreliable,0
6298,referral_hospital,O2_0198,peri_urban,233,1,1,1,1,cylinder_portable,0,0,1.9,1,8,7,0,0,1,1,1,0,0,2,concentrator_malfunction,2022,6,47,pneumonia_adult,0,47,0,13,2,825.0,19.0,1,grid_unreliable,0
6299,referral_hospital,O2_0188,urban,263,1,1,1,1,PSA_plant_onsite,0,0,3.4,1,18,3,4,0,1,1,1,1,0,0,not_applicable,2023,11,49,COVID19_severe,30,19,0,8,0,970.0,15.0,1,grid_reliable,8
6300,referral_hospital,O2_0003,urban,276,1,1,1,1,oxygen_concentrator,6,1,2.2,1,13,10,7,0,1,1,0,1,1,0,not_applicable,2024,7,44,heart_failure,30,14,0,5,0,945.0,8.0,1,grid_reliable,17
6301,referral_hospital,O2_0146,rural,323,1,1,1,1,cylinder_portable,4,2,1.0,1,10,3,10,0,1,0,0,1,0,0,not_applicable,2023,8,34,pneumonia_child,32,2,1,0,0,1018.0,21.0,1,grid_unreliable,3
6302,referral_hospital,O2_0033,rural,215,1,1,1,1,PSA_plant_onsite,0,0,1.4,1,10,5,1,0,1,1,0,1,0,0,not_applicable,2021,6,47,trauma,30,17,1,6,0,667.0,4.0,1,none,3
6303,referral_hospital,O2_0066,urban,299,1,1,1,1,oxygen_concentrator,3,0,0.3,1,9,5,12,0,1,1,0,1,0,1,PSA_plant_breakdown,2022,11,43,asthma_severe,37,6,1,3,0,960.0,68.0,1,grid_reliable,1
6304,referral_hospital,O2_0172,peri_urban,270,1,1,1,1,cylinder_piped,0,0,1.8,1,20,6,11,0,1,1,1,1,1,0,not_applicable,2021,11,28,COVID19_severe,26,2,1,1,0,631.0,10.0,1,generator_only,3
6305,referral_hospital,O2_0160,rural,241,1,1,1,1,LOX_bulk_tank,0,0,1.6,1,8,6,3,0,1,1,1,1,0,0,not_applicable,2021,9,34,pneumonia_child,27,7,1,2,0,757.0,7.0,1,grid_reliable,3
6306,referral_hospital,O2_0022,urban,272,1,1,1,1,oxygen_concentrator,4,3,5.5,1,8,3,10,0,1,1,0,1,1,0,not_applicable,2022,11,39,COPD_exacerbation,30,9,1,1,0,807.0,5.0,0,generator_only,0
6307,referral_hospital,O2_0096,peri_urban,261,1,1,1,1,cylinder_piped,3,2,4.4,1,12,7,1,0,1,1,1,0,0,1,empty_cylinders_not_collected,2021,6,23,pneumonia_child,0,23,0,8,7,863.0,1.0,1,grid_reliable,3
6308,referral_hospital,O2_0122,rural,244,1,1,1,1,LOX_bulk_tank,0,0,0.8,1,8,5,1,0,1,1,1,0,0,4,demand_surge,2023,6,35,neonatal_respiratory,0,35,0,10,8,1087.0,5.0,1,grid_unreliable,6
6309,referral_hospital,O2_0018,urban,243,1,1,1,1,PSA_plant_onsite,1,0,1.9,1,14,2,10,1,1,1,1,1,1,0,not_applicable,2024,10,38,neonatal_respiratory,25,13,1,4,0,803.0,21.0,1,grid_unreliable,19
6310,referral_hospital,O2_0023,urban,234,1,1,1,1,cylinder_piped,0,0,0.8,1,10,3,8,0,1,1,1,1,1,0,not_applicable,2021,11,44,surgical_anaesthesia,44,0,1,0,0,761.0,3.0,1,grid_reliable,1
6311,referral_hospital,O2_0156,urban,224,1,1,1,1,LOX_bulk_tank,0,0,0.1,1,7,6,0,0,1,1,1,1,1,0,not_applicable,2023,2,30,COVID19_severe,22,8,1,5,0,771.0,28.0,1,grid_reliable,0
6312,referral_hospital,O2_0095,rural,282,1,1,1,1,LOX_bulk_tank,0,0,0.2,1,8,1,7,0,1,1,1,1,1,0,not_applicable,2024,11,44,trauma,44,0,1,0,0,477.0,31.0,1,grid_unreliable,7
6313,referral_hospital,O2_0079,urban,198,1,1,1,1,cylinder_piped,0,0,0.7,1,12,5,12,0,1,0,0,1,1,0,not_applicable,2024,8,41,heart_failure,31,10,1,3,0,841.0,0.0,1,generator_only,5
6314,referral_hospital,O2_0185,peri_urban,234,1,1,1,1,LOX_bulk_tank,0,0,4.7,1,8,5,12,0,1,1,1,1,1,0,not_applicable,2021,10,47,pneumonia_adult,41,6,0,3,0,860.0,19.0,1,grid_unreliable,1
6315,referral_hospital,O2_0192,rural,262,1,1,1,1,PSA_plant_onsite,0,0,1.6,1,8,5,9,1,1,1,1,1,1,0,not_applicable,2023,4,39,pneumonia_adult,33,6,1,2,0,828.0,25.0,0,grid_reliable,0
6316,referral_hospital,O2_0002,peri_urban,261,1,1,1,1,LOX_bulk_tank,0,0,8.1,1,14,5,0,0,1,1,1,1,1,0,not_applicable,2022,9,31,COVID19_severe,27,4,1,3,0,443.0,22.0,1,grid_reliable,14
6317,referral_hospital,O2_0055,peri_urban,235,1,1,1,1,LOX_bulk_tank,0,0,0.6,1,16,6,0,0,1,1,1,1,1,0,not_applicable,2024,2,30,asthma_severe,19,11,0,3,0,968.0,4.0,1,grid_unreliable,1
6318,referral_hospital,O2_0083,peri_urban,155,1,1,1,1,LOX_bulk_tank,0,0,2.1,1,13,3,0,0,1,1,1,0,0,30,cylinder_delivery_delay,2023,6,37,COPD_exacerbation,0,37,0,13,14,591.0,12.0,1,grid_unreliable,0
6319,referral_hospital,O2_0168,urban,219,1,1,1,1,oxygen_concentrator,3,2,0.0,1,12,6,1,0,1,1,1,0,0,30,cylinder_delivery_delay,2022,12,34,pneumonia_adult,0,34,0,9,18,843.0,4.0,1,grid_reliable,7
6320,referral_hospital,O2_0137,urban,315,1,1,1,1,LOX_bulk_tank,0,0,1.2,1,7,9,5,0,1,1,1,1,1,1,funding_for_refill,2024,8,43,pneumonia_child,43,0,1,0,0,1009.0,4.0,1,grid_unreliable,13
6321,referral_hospital,O2_0185,peri_urban,255,1,1,1,1,cylinder_piped,0,0,3.3,1,9,5,12,0,1,1,1,1,1,0,not_applicable,2023,5,41,neonatal_respiratory,37,4,1,2,0,900.0,3.0,1,grid_reliable,6
6322,referral_hospital,O2_0108,rural,301,1,1,1,1,PSA_plant_onsite,0,0,3.9,1,10,2,7,0,1,1,0,0,0,2,funding_for_refill,2024,3,40,severe_malaria,0,40,0,13,10,754.0,7.0,1,grid_reliable,5
6323,referral_hospital,O2_0195,peri_urban,244,1,1,1,1,oxygen_concentrator,6,3,1.7,1,7,6,10,0,1,1,0,1,1,0,not_applicable,2024,7,47,surgical_anaesthesia,35,12,1,3,0,775.0,1.0,1,grid_unreliable,13
6324,referral_hospital,O2_0160,urban,229,1,1,1,1,cylinder_piped,0,0,4.7,1,16,6,2,0,1,1,1,0,0,8,PSA_plant_breakdown,2022,2,42,COPD_exacerbation,0,42,0,17,10,734.0,7.0,1,grid_reliable,5
6325,referral_hospital,O2_0148,peri_urban,313,1,1,1,1,cylinder_piped,0,0,3.9,1,6,6,3,0,1,1,1,0,0,24,power_outage,2024,2,46,sepsis,0,46,0,10,5,889.0,50.0,1,generator_only,0
6326,referral_hospital,O2_0121,urban,237,1,1,1,1,cylinder_piped,0,0,0.7,1,10,10,3,0,1,0,0,1,0,1,demand_surge,2024,12,35,heart_failure,20,15,0,3,0,786.0,7.0,1,grid_reliable,3
6327,referral_hospital,O2_0048,peri_urban,238,1,1,1,1,oxygen_concentrator,2,1,5.8,1,16,8,3,0,1,1,0,1,1,0,not_applicable,2021,8,36,surgical_anaesthesia,27,9,1,5,0,680.0,24.0,1,solar,8
6328,referral_hospital,O2_0169,rural,216,1,1,1,1,PSA_plant_onsite,0,0,0.2,1,6,3,2,1,1,1,1,1,1,0,not_applicable,2024,9,33,pneumonia_child,16,17,1,6,0,729.0,0.0,1,grid_unreliable,18
6329,referral_hospital,O2_0134,urban,179,1,1,1,1,oxygen_concentrator,3,0,3.4,1,12,8,3,0,1,1,0,0,0,19,concentrator_malfunction,2024,6,38,neonatal_respiratory,0,38,0,17,4,756.0,22.0,1,grid_reliable,1
6330,referral_hospital,O2_0132,rural,238,1,1,1,1,PSA_plant_onsite,0,0,1.5,1,12,4,16,0,1,1,1,1,1,0,not_applicable,2023,7,32,neonatal_respiratory,22,10,1,3,0,794.0,4.0,1,grid_reliable,1
6331,referral_hospital,O2_0092,peri_urban,296,1,1,1,1,oxygen_concentrator,6,3,4.6,1,10,4,1,0,1,1,0,1,0,0,not_applicable,2023,12,45,severe_malaria,33,12,1,0,0,929.0,7.0,1,grid_reliable,0
6332,referral_hospital,O2_0157,rural,220,1,1,1,1,LOX_bulk_tank,0,0,8.9,1,7,8,1,0,1,1,1,1,0,0,not_applicable,2022,1,36,sepsis,33,3,1,0,0,1098.0,5.0,1,generator_only,19
6333,referral_hospital,O2_0090,peri_urban,303,1,1,1,1,PSA_plant_onsite,0,0,2.0,1,13,3,10,0,1,1,1,1,1,0,not_applicable,2023,11,35,COPD_exacerbation,26,9,1,2,0,785.0,3.0,1,generator_only,6
6334,referral_hospital,O2_0070,peri_urban,324,1,1,1,1,cylinder_piped,5,3,0.9,1,12,5,20,0,1,1,1,1,1,0,not_applicable,2023,2,48,pneumonia_child,48,0,1,0,0,659.0,10.0,0,grid_unreliable,3
6335,referral_hospital,O2_0057,urban,241,1,1,1,1,cylinder_piped,0,0,5.3,1,7,5,2,0,1,0,0,1,0,0,not_applicable,2021,6,41,pneumonia_adult,24,17,1,8,0,449.0,1.0,1,none,2
6336,referral_hospital,O2_0177,urban,235,1,1,1,1,LOX_bulk_tank,0,0,1.7,1,9,10,0,0,1,1,0,1,1,0,not_applicable,2021,6,39,trauma,30,9,1,1,0,451.0,7.0,0,grid_unreliable,0
6337,referral_hospital,O2_0059,peri_urban,256,1,1,1,1,oxygen_concentrator,4,3,6.0,1,10,11,7,0,1,1,1,0,0,1,demand_surge,2024,11,32,COVID19_severe,0,32,0,11,9,941.0,2.0,1,grid_unreliable,12
6338,referral_hospital,O2_0031,rural,288,1,1,1,1,LOX_bulk_tank,0,0,0.9,1,9,7,7,0,1,1,0,1,1,1,empty_cylinders_not_collected,2023,12,37,pneumonia_child,27,10,1,1,0,689.0,0.0,1,grid_reliable,4
6339,referral_hospital,O2_0080,urban,168,1,1,1,1,cylinder_piped,0,0,5.0,1,14,8,0,0,1,1,1,1,1,14,demand_surge,2021,8,45,pneumonia_adult,42,3,0,0,0,709.0,9.0,0,none,4
6340,referral_hospital,O2_0177,urban,343,1,1,1,1,cylinder_piped,3,2,1.7,1,6,7,1,0,1,1,1,1,1,0,not_applicable,2023,3,36,severe_malaria,28,8,0,5,0,759.0,29.0,1,grid_unreliable,7
6341,referral_hospital,O2_0058,urban,252,1,1,1,1,LOX_bulk_tank,0,0,1.5,1,11,5,7,0,1,1,1,0,0,10,power_outage,2023,7,60,neonatal_respiratory,0,60,0,23,7,780.0,7.0,1,generator_only,7
6342,referral_hospital,O2_0122,urban,255,1,1,1,1,LOX_bulk_tank,6,5,1.4,1,14,5,0,0,1,1,1,1,0,0,not_applicable,2024,11,43,pneumonia_adult,35,8,1,5,0,804.0,24.0,1,generator_only,1
6343,referral_hospital,O2_0156,peri_urban,258,1,1,1,1,oxygen_concentrator,4,4,0.3,1,10,6,5,0,1,1,0,1,0,0,not_applicable,2022,11,32,pneumonia_adult,14,18,1,7,0,489.0,7.0,1,grid_reliable,3
6344,referral_hospital,O2_0009,urban,333,1,1,1,1,LOX_bulk_tank,0,0,4.6,1,7,3,9,0,1,1,1,1,1,0,not_applicable,2024,5,30,surgical_anaesthesia,24,6,1,0,0,811.0,0.0,1,grid_reliable,9
6345,referral_hospital,O2_0060,rural,323,1,1,1,1,oxygen_concentrator,6,3,1.2,1,7,5,2,0,1,1,1,1,0,0,not_applicable,2022,4,45,COVID19_severe,30,15,0,5,0,887.0,11.0,1,grid_unreliable,1
6346,referral_hospital,O2_0021,urban,256,1,1,1,1,oxygen_concentrator,2,1,5.2,1,7,4,10,0,1,0,0,1,1,0,not_applicable,2021,8,43,COVID19_severe,28,15,1,8,0,864.0,2.0,1,solar,0
6347,referral_hospital,O2_0191,urban,262,1,1,1,1,oxygen_concentrator,2,0,0.0,1,8,8,0,0,1,1,1,1,1,0,not_applicable,2023,2,43,pneumonia_child,38,5,1,2,0,886.0,23.0,1,grid_unreliable,6
6348,referral_hospital,O2_0079,urban,291,1,1,1,1,LOX_bulk_tank,4,1,0.1,1,21,6,5,0,1,1,1,1,1,11,PSA_plant_breakdown,2023,2,41,COPD_exacerbation,32,9,1,3,0,824.0,0.0,1,solar,3
6349,referral_hospital,O2_0136,urban,233,1,1,1,1,LOX_bulk_tank,0,0,7.5,1,7,7,5,0,1,1,0,1,1,0,not_applicable,2022,8,50,asthma_severe,43,7,1,3,0,431.0,5.0,1,grid_unreliable,12
6350,referral_hospital,O2_0068,rural,256,1,1,1,1,PSA_plant_onsite,0,0,6.9,1,9,2,3,0,1,1,0,1,1,0,not_applicable,2022,8,35,pneumonia_adult,35,0,1,0,0,682.0,31.0,1,grid_reliable,1
6351,referral_hospital,O2_0072,peri_urban,227,1,1,1,1,LOX_bulk_tank,2,1,9.0,1,16,6,9,0,1,0,0,1,1,0,not_applicable,2023,4,40,sepsis,29,11,1,5,0,940.0,17.0,1,grid_unreliable,6
6352,referral_hospital,O2_0059,urban,345,1,1,1,1,PSA_plant_onsite,5,3,1.5,1,14,5,3,1,1,1,1,1,0,1,supplier_stockout,2023,12,46,pneumonia_adult,41,5,1,2,0,753.0,0.0,1,generator_only,2
6353,referral_hospital,O2_0037,urban,237,1,1,1,1,PSA_plant_onsite,0,0,1.3,1,4,6,11,0,1,1,1,1,1,3,power_outage,2023,9,30,COPD_exacerbation,23,7,1,1,0,726.0,4.0,0,grid_reliable,17
6354,referral_hospital,O2_0007,urban,270,1,1,1,1,cylinder_piped,0,0,1.5,1,5,6,3,0,1,1,0,1,1,0,not_applicable,2023,6,36,neonatal_respiratory,26,10,1,6,0,618.0,4.0,1,generator_only,3
6355,referral_hospital,O2_0052,peri_urban,247,1,1,1,1,cylinder_piped,0,0,5.4,1,10,5,1,0,1,0,0,1,1,0,not_applicable,2021,9,42,pneumonia_adult,30,12,0,4,0,494.0,5.0,1,grid_reliable,5
6356,referral_hospital,O2_0078,peri_urban,227,1,1,1,1,LOX_bulk_tank,6,5,8.9,1,13,5,5,0,1,1,1,1,0,15,concentrator_malfunction,2021,7,33,pneumonia_child,29,4,0,0,0,960.0,5.0,1,grid_unreliable,8
6357,referral_hospital,O2_0123,urban,302,1,1,1,1,cylinder_piped,0,0,0.0,1,8,9,2,0,1,0,0,1,0,15,empty_cylinders_not_collected,2023,9,38,trauma,25,13,1,4,0,762.0,2.0,0,generator_only,8
6358,referral_hospital,O2_0030,peri_urban,291,1,1,1,1,oxygen_concentrator,7,6,1.3,1,11,6,7,0,1,1,1,1,1,0,not_applicable,2021,1,39,severe_malaria,32,7,1,2,0,958.0,19.0,1,grid_reliable,2
6359,referral_hospital,O2_0063,urban,257,1,1,1,1,LOX_bulk_tank,0,0,4.5,1,7,4,2,0,1,1,0,1,1,0,not_applicable,2022,8,40,sepsis,27,13,1,2,0,968.0,9.0,1,generator_only,0
6360,referral_hospital,O2_0049,urban,169,1,1,1,1,LOX_bulk_tank,0,0,4.3,1,7,10,10,0,1,1,1,1,1,2,concentrator_malfunction,2022,4,41,sepsis,29,12,1,4,0,676.0,30.0,1,generator_only,2
6361,referral_hospital,O2_0024,rural,238,1,1,1,1,LOX_bulk_tank,0,0,2.8,1,14,2,1,0,1,1,1,1,1,0,not_applicable,2023,11,32,COPD_exacerbation,22,10,0,4,0,899.0,6.0,1,grid_unreliable,1
6362,referral_hospital,O2_0146,urban,291,1,1,1,1,LOX_bulk_tank,3,2,2.5,1,12,6,3,0,1,0,0,1,1,0,not_applicable,2023,10,37,pneumonia_child,27,10,0,5,0,751.0,0.0,1,grid_unreliable,2
6363,referral_hospital,O2_0138,peri_urban,276,1,1,1,1,oxygen_concentrator,3,0,2.2,1,11,12,0,0,1,1,1,1,1,0,not_applicable,2024,1,39,COVID19_severe,26,13,1,5,0,639.0,19.0,1,generator_only,15
6364,referral_hospital,O2_0012,peri_urban,228,1,1,1,1,cylinder_piped,0,0,0.6,1,10,3,0,0,1,1,0,0,0,15,piping_system_leak,2024,6,43,surgical_anaesthesia,0,43,0,11,18,971.0,4.0,0,none,4
6365,referral_hospital,O2_0181,urban,260,1,1,1,1,cylinder_piped,0,0,7.2,1,8,4,16,0,1,1,1,0,0,10,cylinder_delivery_delay,2023,11,43,pneumonia_child,0,43,0,15,9,778.0,13.0,1,grid_unreliable,0
6366,referral_hospital,O2_0045,peri_urban,225,1,1,1,1,cylinder_piped,0,0,2.3,1,17,4,0,0,1,1,0,1,1,1,concentrator_malfunction,2022,2,42,COVID19_severe,24,18,1,6,0,872.0,14.0,1,grid_reliable,1
6367,referral_hospital,O2_0122,urban,243,1,1,1,1,cylinder_portable,0,0,1.1,1,7,8,1,0,1,1,1,0,0,18,concentrator_malfunction,2023,11,36,pneumonia_adult,0,36,0,13,4,788.0,7.0,1,grid_reliable,14
6368,referral_hospital,O2_0091,urban,264,1,1,1,1,LOX_bulk_tank,0,0,2.5,1,3,5,2,0,1,0,0,0,0,4,PSA_plant_breakdown,2023,9,45,pneumonia_adult,0,45,0,14,12,986.0,1.0,0,grid_reliable,18
6369,referral_hospital,O2_0193,urban,217,1,1,1,1,cylinder_piped,0,0,6.1,1,11,7,1,0,1,1,1,1,1,0,not_applicable,2021,12,45,COPD_exacerbation,45,0,1,0,0,700.0,68.0,0,grid_unreliable,0
6370,referral_hospital,O2_0179,peri_urban,247,1,1,1,1,cylinder_piped,0,0,4.2,1,9,6,0,0,1,1,0,1,1,6,demand_surge,2024,9,38,surgical_anaesthesia,30,8,1,2,0,766.0,4.0,1,grid_reliable,3
6371,referral_hospital,O2_0140,peri_urban,265,1,1,1,1,LOX_bulk_tank,0,0,0.3,1,13,8,13,0,1,1,1,1,1,0,not_applicable,2022,1,48,COPD_exacerbation,48,0,0,0,0,669.0,8.0,1,grid_reliable,0
6372,referral_hospital,O2_0105,urban,273,1,1,1,1,cylinder_piped,3,1,2.4,1,12,6,10,0,1,1,1,1,1,15,concentrator_malfunction,2024,8,33,sepsis,29,4,1,3,0,642.0,51.0,0,grid_reliable,7
6373,referral_hospital,O2_0166,peri_urban,319,1,1,1,1,LOX_bulk_tank,0,0,12.1,1,11,9,1,0,1,0,0,1,1,0,not_applicable,2023,7,41,COVID19_severe,32,9,1,6,0,876.0,4.0,1,grid_unreliable,3
6374,referral_hospital,O2_0014,rural,311,1,1,1,1,LOX_bulk_tank,0,0,3.4,1,8,2,4,0,1,1,1,1,1,0,not_applicable,2023,10,42,surgical_anaesthesia,30,12,1,7,0,860.0,13.0,1,grid_unreliable,7
6375,referral_hospital,O2_0069,urban,213,1,1,1,1,LOX_bulk_tank,0,0,0.2,1,16,2,0,0,1,1,0,1,1,0,not_applicable,2022,2,24,pneumonia_child,15,9,1,1,0,1050.0,11.0,1,generator_only,12
6376,referral_hospital,O2_0122,rural,212,1,1,1,1,LOX_bulk_tank,4,1,5.7,1,15,6,32,0,1,1,1,0,0,3,concentrator_malfunction,2023,5,48,trauma,0,48,0,16,15,710.0,13.0,1,generator_only,11
6377,referral_hospital,O2_0178,urban,186,1,1,1,1,LOX_bulk_tank,0,0,0.5,1,11,7,6,0,1,1,1,1,0,0,not_applicable,2022,12,40,trauma,29,11,1,2,0,776.0,18.0,1,grid_unreliable,9
6378,referral_hospital,O2_0176,rural,290,1,1,1,1,PSA_plant_onsite,0,0,4.2,1,11,1,5,1,1,1,0,1,1,0,not_applicable,2024,9,42,severe_malaria,26,16,1,9,0,789.0,3.0,1,grid_unreliable,1
6379,referral_hospital,O2_0148,peri_urban,210,1,1,1,1,PSA_plant_onsite,0,0,1.7,1,10,9,6,0,1,1,0,0,0,8,concentrator_malfunction,2023,1,42,neonatal_respiratory,0,42,0,13,14,959.0,8.0,1,grid_unreliable,3
6380,referral_hospital,O2_0116,urban,235,1,1,1,1,LOX_bulk_tank,0,0,0.4,1,9,10,10,0,1,0,0,0,0,3,supplier_stockout,2024,12,41,sepsis,0,41,0,15,12,685.0,1.0,1,none,4
6381,referral_hospital,O2_0074,urban,211,1,1,1,1,PSA_plant_onsite,0,0,1.3,1,5,3,7,1,1,0,0,1,1,0,not_applicable,2024,4,34,sepsis,31,3,0,2,0,643.0,39.0,1,grid_unreliable,0
6382,referral_hospital,O2_0015,urban,210,1,1,1,1,cylinder_portable,0,0,4.7,1,10,2,10,0,1,1,1,1,1,0,not_applicable,2024,8,33,pneumonia_child,24,9,1,4,0,703.0,37.0,1,generator_only,1
6383,referral_hospital,O2_0075,peri_urban,304,1,1,1,1,PSA_plant_onsite,0,0,0.3,1,11,5,11,0,1,1,1,1,1,0,not_applicable,2021,10,37,pneumonia_adult,24,13,1,4,0,603.0,8.0,1,grid_reliable,1
6384,referral_hospital,O2_0120,urban,267,1,1,1,1,cylinder_piped,0,0,0.5,1,10,6,3,0,1,1,1,1,0,0,not_applicable,2021,12,27,severe_malaria,22,5,1,2,0,702.0,4.0,1,solar,4
6385,referral_hospital,O2_0023,peri_urban,246,1,1,1,1,LOX_bulk_tank,0,0,4.5,1,13,2,6,0,1,1,1,0,0,16,demand_surge,2022,6,38,asthma_severe,0,38,0,11,14,809.0,5.0,0,grid_reliable,2
6386,referral_hospital,O2_0012,urban,295,1,1,1,1,oxygen_concentrator,2,0,0.3,1,9,5,0,0,1,1,0,1,1,0,not_applicable,2024,1,44,pneumonia_adult,34,10,0,3,0,914.0,26.0,1,none,7
6387,referral_hospital,O2_0018,urban,295,1,1,1,1,cylinder_portable,0,0,4.2,1,9,8,0,0,1,1,1,1,1,0,not_applicable,2022,6,55,heart_failure,46,9,1,4,0,893.0,19.0,1,grid_reliable,5
6388,referral_hospital,O2_0137,peri_urban,166,1,1,1,1,PSA_plant_onsite,6,4,0.4,1,10,2,15,1,1,1,1,1,1,0,not_applicable,2021,12,30,pneumonia_adult,21,9,1,3,0,706.0,13.0,1,grid_reliable,15
6389,referral_hospital,O2_0011,urban,197,1,1,1,1,cylinder_piped,0,0,18.1,1,12,2,3,0,1,1,1,1,1,1,demand_surge,2024,12,43,pneumonia_adult,37,6,1,4,0,872.0,7.0,1,grid_reliable,6
6390,referral_hospital,O2_0012,urban,209,1,1,1,1,oxygen_concentrator,9,3,0.2,1,9,3,7,0,1,1,1,1,1,0,not_applicable,2023,10,52,heart_failure,40,12,1,3,0,893.0,20.0,1,grid_reliable,2
6391,referral_hospital,O2_0086,urban,224,1,1,1,1,cylinder_piped,0,0,0.7,1,9,1,1,0,1,1,1,0,0,14,piping_system_leak,2022,3,48,COPD_exacerbation,0,48,0,20,18,927.0,32.0,1,grid_unreliable,2
6392,referral_hospital,O2_0041,urban,302,1,1,1,1,LOX_bulk_tank,5,4,5.1,1,11,4,0,0,1,0,0,0,0,12,PSA_plant_breakdown,2024,11,45,heart_failure,0,45,0,19,17,469.0,23.0,1,grid_unreliable,1
6393,referral_hospital,O2_0002,urban,225,1,1,1,1,cylinder_piped,0,0,0.9,1,8,2,4,0,1,1,0,1,1,0,not_applicable,2022,6,44,trauma,42,2,1,1,0,922.0,19.0,1,solar,8
6394,referral_hospital,O2_0169,urban,221,1,1,1,1,PSA_plant_onsite,0,0,1.4,1,6,3,12,0,1,1,0,1,1,0,not_applicable,2023,11,39,severe_malaria,30,9,1,4,0,727.0,4.0,1,solar,5
6395,referral_hospital,O2_0126,peri_urban,204,1,1,1,1,PSA_plant_onsite,0,0,0.5,1,11,2,1,0,1,1,1,1,1,0,not_applicable,2024,6,36,pneumonia_child,24,12,1,5,0,929.0,4.0,1,solar,1
6396,referral_hospital,O2_0020,rural,264,1,1,1,1,cylinder_piped,5,2,1.1,1,9,8,3,0,1,0,0,1,1,10,empty_cylinders_not_collected,2023,5,43,COVID19_severe,29,14,1,2,0,901.0,6.0,0,grid_unreliable,10
6397,referral_hospital,O2_0010,urban,225,1,1,1,1,PSA_plant_onsite,0,0,1.7,1,7,4,3,1,1,1,1,1,1,0,not_applicable,2022,10,41,surgical_anaesthesia,32,9,0,5,0,589.0,12.0,1,generator_only,2
6398,referral_hospital,O2_0003,peri_urban,285,1,1,1,1,LOX_bulk_tank,0,0,4.8,1,12,7,16,0,1,1,1,0,0,30,empty_cylinders_not_collected,2024,5,40,asthma_severe,0,40,0,17,11,682.0,0.0,1,none,12
6399,referral_hospital,O2_0096,peri_urban,208,1,1,1,1,oxygen_concentrator,5,2,2.4,1,8,10,1,0,1,1,1,1,1,0,not_applicable,2022,5,41,pneumonia_adult,21,20,1,10,0,690.0,12.0,1,grid_reliable,2
6400,referral_hospital,O2_0097,peri_urban,284,1,1,1,1,LOX_bulk_tank,0,0,0.3,1,7,4,16,0,1,1,1,1,0,0,not_applicable,2023,9,44,surgical_anaesthesia,33,11,1,5,0,736.0,29.0,1,grid_unreliable,1
6401,referral_hospital,O2_0007,urban,279,1,1,1,1,PSA_plant_onsite,0,0,0.8,1,9,1,5,1,1,1,1,1,1,0,not_applicable,2023,9,33,neonatal_respiratory,19,14,1,4,0,830.0,7.0,0,grid_reliable,3
6402,referral_hospital,O2_0029,urban,213,1,1,1,1,oxygen_concentrator,1,0,3.8,1,4,5,2,0,1,0,0,0,0,2,PSA_plant_breakdown,2024,6,41,heart_failure,0,41,0,13,13,877.0,15.0,1,grid_unreliable,1
6403,referral_hospital,O2_0138,rural,226,1,1,1,1,cylinder_portable,0,0,3.8,1,4,5,18,0,1,1,1,0,0,1,PSA_plant_breakdown,2024,8,40,neonatal_respiratory,0,40,0,12,13,808.0,4.0,1,grid_unreliable,1
6404,referral_hospital,O2_0142,urban,245,1,1,1,1,cylinder_piped,0,0,0.0,1,10,6,1,0,1,1,1,1,0,0,not_applicable,2024,10,37,COPD_exacerbation,19,18,0,7,0,1099.0,45.0,0,grid_reliable,10
6405,referral_hospital,O2_0174,rural,282,1,1,1,1,oxygen_concentrator,4,2,1.2,1,14,4,2,0,1,1,1,1,0,1,concentrator_malfunction,2023,10,57,pneumonia_child,45,12,0,6,0,977.0,4.0,1,grid_reliable,0
6406,referral_hospital,O2_0085,urban,177,1,1,1,1,oxygen_concentrator,8,5,2.5,1,10,7,0,0,1,1,1,0,0,11,power_outage,2022,11,48,heart_failure,0,48,0,15,19,965.0,20.0,1,grid_reliable,1
6407,referral_hospital,O2_0179,urban,271,1,1,1,1,PSA_plant_onsite,0,0,3.6,1,11,7,1,1,1,0,0,0,0,30,concentrator_malfunction,2023,5,46,asthma_severe,0,46,0,21,20,532.0,4.0,1,grid_reliable,6
6408,referral_hospital,O2_0062,urban,225,1,1,1,1,oxygen_concentrator,6,5,4.1,1,10,6,8,0,1,1,1,0,0,30,supplier_stockout,2023,5,46,other_hypoxemia,0,46,0,14,10,716.0,3.0,1,grid_reliable,2
6409,referral_hospital,O2_0070,urban,217,1,1,1,1,cylinder_piped,0,0,1.8,1,7,4,1,0,1,1,1,1,1,0,not_applicable,2022,10,35,pneumonia_adult,24,11,1,2,0,803.0,2.0,1,none,1
6410,referral_hospital,O2_0008,urban,265,1,1,1,1,PSA_plant_onsite,5,3,0.8,1,12,4,9,1,1,0,0,1,1,3,cylinder_delivery_delay,2023,2,41,COPD_exacerbation,26,15,1,2,0,697.0,20.0,1,grid_reliable,14
6411,referral_hospital,O2_0041,urban,216,1,1,1,1,PSA_plant_onsite,4,2,1.6,1,13,6,1,1,1,1,1,1,1,0,not_applicable,2022,1,39,pneumonia_child,33,6,1,1,0,571.0,12.0,1,grid_reliable,4
6412,referral_hospital,O2_0161,urban,239,1,1,1,1,cylinder_piped,0,0,0.7,1,9,12,14,0,1,1,1,0,0,1,PSA_plant_breakdown,2022,3,36,heart_failure,0,36,0,12,4,1066.0,0.0,1,grid_reliable,6
6413,referral_hospital,O2_0186,rural,203,1,1,1,1,PSA_plant_onsite,0,0,0.2,1,6,6,1,1,1,1,0,1,1,0,not_applicable,2023,6,40,surgical_anaesthesia,32,8,1,4,0,600.0,5.0,1,grid_reliable,3
6414,referral_hospital,O2_0179,rural,298,1,1,1,1,oxygen_concentrator,7,4,2.5,1,11,5,5,0,1,1,0,1,1,0,not_applicable,2024,9,46,sepsis,43,3,0,0,0,658.0,19.0,1,none,8
6415,referral_hospital,O2_0082,urban,332,1,1,1,1,LOX_bulk_tank,0,0,5.7,1,15,5,1,0,1,1,0,1,1,0,not_applicable,2023,6,32,asthma_severe,25,7,1,3,0,485.0,10.0,1,grid_reliable,3
6416,referral_hospital,O2_0178,peri_urban,288,1,1,1,1,LOX_bulk_tank,0,0,3.7,1,16,6,3,0,1,1,0,1,1,0,not_applicable,2024,4,39,other_hypoxemia,24,15,1,5,0,952.0,3.0,1,grid_reliable,1
6417,referral_hospital,O2_0023,peri_urban,254,1,1,1,1,LOX_bulk_tank,5,2,7.7,1,9,2,2,0,1,1,1,1,1,3,power_outage,2021,1,35,neonatal_respiratory,32,3,1,2,0,823.0,1.0,1,grid_reliable,8
6418,referral_hospital,O2_0173,rural,234,1,1,1,1,PSA_plant_onsite,0,0,2.7,1,7,5,17,1,1,1,1,1,1,0,not_applicable,2021,4,39,sepsis,29,10,1,2,0,604.0,1.0,1,generator_only,0
6419,referral_hospital,O2_0168,peri_urban,215,1,1,1,1,oxygen_concentrator,4,2,0.8,1,11,1,14,0,1,1,1,1,1,0,not_applicable,2024,5,38,pneumonia_adult,28,10,0,0,0,917.0,3.0,1,grid_unreliable,2
6420,referral_hospital,O2_0181,peri_urban,276,1,1,1,1,oxygen_concentrator,7,4,0.7,1,12,10,4,0,1,1,1,1,1,0,not_applicable,2022,10,38,sepsis,38,0,1,0,0,776.0,35.0,1,grid_unreliable,3
6421,referral_hospital,O2_0088,urban,234,1,1,1,1,LOX_bulk_tank,4,1,5.0,1,13,4,0,0,1,1,0,0,0,6,power_outage,2024,9,33,sepsis,0,33,0,12,3,505.0,11.0,1,solar,5
6422,referral_hospital,O2_0052,urban,143,1,1,1,1,LOX_bulk_tank,0,0,2.1,1,11,2,0,0,1,1,1,1,1,0,not_applicable,2024,2,30,COVID19_severe,30,0,1,0,0,724.0,12.0,1,generator_only,1
6423,referral_hospital,O2_0022,rural,269,1,1,1,1,PSA_plant_onsite,8,3,2.7,1,14,6,3,0,1,1,1,0,0,13,empty_cylinders_not_collected,2022,11,42,pneumonia_child,0,42,0,16,11,675.0,3.0,1,grid_reliable,9
6424,referral_hospital,O2_0026,peri_urban,232,1,1,1,1,oxygen_concentrator,5,3,4.9,1,6,8,7,0,1,1,1,0,0,2,piping_system_leak,2022,4,32,surgical_anaesthesia,0,32,0,12,12,773.0,8.0,1,grid_reliable,4
6425,referral_hospital,O2_0162,rural,229,1,1,1,1,LOX_bulk_tank,0,0,1.9,1,11,12,0,0,1,1,1,0,0,11,cylinder_delivery_delay,2023,5,42,surgical_anaesthesia,0,42,0,13,17,811.0,23.0,1,solar,5
6426,referral_hospital,O2_0122,urban,170,1,1,1,1,cylinder_piped,0,0,8.0,1,8,5,4,0,1,1,1,0,0,7,funding_for_refill,2024,4,49,severe_malaria,0,49,0,20,18,743.0,20.0,1,grid_unreliable,3
6427,referral_hospital,O2_0092,urban,267,1,1,1,1,LOX_bulk_tank,0,0,0.9,1,15,6,2,0,1,1,0,0,0,7,supplier_stockout,2024,7,52,pneumonia_adult,0,52,0,20,8,832.0,6.0,0,generator_only,2
6428,referral_hospital,O2_0124,rural,179,1,1,1,1,LOX_bulk_tank,5,2,10.0,1,7,6,7,0,1,1,1,0,0,30,cylinder_delivery_delay,2022,12,24,surgical_anaesthesia,0,24,0,12,5,795.0,11.0,1,grid_unreliable,3
6429,referral_hospital,O2_0063,urban,209,1,1,1,1,LOX_bulk_tank,0,0,2.0,1,9,5,0,0,1,1,0,1,1,0,not_applicable,2023,8,33,sepsis,28,5,1,2,0,996.0,8.0,1,grid_reliable,2
6430,referral_hospital,O2_0150,peri_urban,267,1,1,1,1,PSA_plant_onsite,0,0,0.2,1,7,6,7,0,1,0,0,1,0,0,not_applicable,2023,8,41,other_hypoxemia,29,12,1,4,0,671.0,2.0,1,grid_reliable,3
6431,referral_hospital,O2_0194,urban,316,1,1,1,1,PSA_plant_onsite,0,0,0.9,1,9,5,0,0,1,1,1,1,1,0,not_applicable,2023,12,37,heart_failure,27,10,1,6,0,778.0,28.0,1,grid_reliable,3
6432,referral_hospital,O2_0017,peri_urban,267,1,1,1,1,PSA_plant_onsite,0,0,1.8,1,10,6,5,1,1,0,0,1,1,0,not_applicable,2024,2,45,severe_malaria,45,0,1,0,0,702.0,10.0,1,grid_reliable,1
6433,referral_hospital,O2_0075,urban,243,1,1,1,1,LOX_bulk_tank,0,0,0.8,1,10,6,2,0,1,1,0,1,1,0,not_applicable,2022,3,34,other_hypoxemia,30,4,1,4,0,813.0,33.0,1,solar,1
6434,referral_hospital,O2_0036,urban,229,1,1,1,1,oxygen_concentrator,7,3,2.4,1,9,4,13,0,1,1,1,1,1,0,not_applicable,2024,4,33,COVID19_severe,27,6,1,4,0,1031.0,17.0,1,grid_unreliable,3
6435,referral_hospital,O2_0097,urban,247,1,1,1,1,cylinder_piped,0,0,5.0,1,7,6,1,0,1,1,1,1,1,0,not_applicable,2024,7,41,pneumonia_adult,29,12,0,5,0,763.0,10.0,1,grid_reliable,4
6436,referral_hospital,O2_0053,peri_urban,312,1,1,1,1,cylinder_piped,0,0,1.4,1,6,3,4,0,1,1,1,0,0,29,demand_surge,2022,5,29,pneumonia_adult,0,29,0,8,5,711.0,2.0,1,generator_only,3
6437,referral_hospital,O2_0056,urban,197,1,1,1,1,LOX_bulk_tank,0,0,0.1,1,8,2,9,0,1,1,1,1,1,7,power_outage,2022,7,30,heart_failure,19,11,0,4,0,917.0,9.0,1,generator_only,1
6438,referral_hospital,O2_0084,rural,216,1,1,1,1,oxygen_concentrator,7,4,4.3,1,8,4,0,0,1,1,0,0,0,11,demand_surge,2022,8,36,trauma,0,36,0,9,15,870.0,7.0,1,generator_only,0
6439,referral_hospital,O2_0014,urban,221,1,1,1,1,LOX_bulk_tank,0,0,0.3,1,11,2,0,0,1,1,1,1,1,0,not_applicable,2024,10,29,heart_failure,17,12,1,2,0,799.0,5.0,1,none,0
6440,referral_hospital,O2_0059,rural,265,1,1,1,1,oxygen_concentrator,4,2,3.2,1,7,9,1,0,1,1,1,1,1,0,not_applicable,2024,7,41,severe_malaria,30,11,0,2,0,1025.0,9.0,1,grid_reliable,0
6441,referral_hospital,O2_0150,urban,221,1,1,1,1,LOX_bulk_tank,0,0,3.0,1,6,3,2,0,1,1,1,1,1,0,not_applicable,2023,1,42,other_hypoxemia,34,8,1,4,0,848.0,4.0,1,grid_reliable,3
6442,referral_hospital,O2_0092,urban,202,1,1,1,1,LOX_bulk_tank,0,0,2.4,1,5,4,3,0,1,1,0,1,1,0,not_applicable,2021,9,37,neonatal_respiratory,37,0,0,0,0,710.0,32.0,1,grid_reliable,4
6443,referral_hospital,O2_0017,urban,233,1,1,1,1,oxygen_concentrator,6,4,0.7,1,9,6,3,0,1,0,0,1,1,0,not_applicable,2024,5,38,asthma_severe,32,6,0,0,0,914.0,31.0,1,grid_unreliable,8
6444,referral_hospital,O2_0119,rural,284,1,1,1,1,PSA_plant_onsite,6,5,9.7,1,11,10,1,0,1,1,1,1,0,0,not_applicable,2024,2,40,asthma_severe,33,7,1,3,0,768.0,7.0,1,grid_reliable,0
6445,referral_hospital,O2_0146,urban,224,1,1,1,1,PSA_plant_onsite,0,0,2.5,1,14,3,2,0,1,1,1,1,1,0,not_applicable,2022,11,39,COVID19_severe,34,5,0,1,0,596.0,49.0,1,generator_only,1
6446,referral_hospital,O2_0019,urban,301,1,1,1,1,oxygen_concentrator,8,3,1.5,1,9,6,0,0,1,1,1,1,1,7,PSA_plant_breakdown,2022,5,28,COVID19_severe,21,7,0,0,0,185.0,22.0,1,generator_only,12
6447,referral_hospital,O2_0087,urban,286,1,1,1,1,cylinder_portable,8,6,0.5,1,10,6,0,0,1,1,1,1,0,11,demand_surge,2022,8,38,COVID19_severe,24,14,1,9,0,516.0,5.0,0,generator_only,14
6448,referral_hospital,O2_0143,urban,222,1,1,1,1,LOX_bulk_tank,0,0,3.0,1,7,2,0,0,1,1,0,1,0,0,not_applicable,2022,1,33,pneumonia_adult,22,11,0,3,0,613.0,5.0,1,none,7
6449,referral_hospital,O2_0037,urban,241,1,1,1,1,cylinder_piped,0,0,8.3,1,11,2,3,0,1,1,0,1,1,0,not_applicable,2022,3,43,surgical_anaesthesia,39,4,0,3,0,913.0,32.0,1,grid_unreliable,4
6450,referral_hospital,O2_0090,peri_urban,264,1,1,1,1,LOX_bulk_tank,3,2,2.9,1,7,1,6,0,1,1,1,1,0,0,not_applicable,2022,10,40,sepsis,37,3,1,1,0,884.0,7.0,1,grid_reliable,1
6451,referral_hospital,O2_0122,peri_urban,178,1,1,1,1,PSA_plant_onsite,0,0,12.3,1,8,7,16,0,1,0,0,1,1,0,not_applicable,2022,2,38,pneumonia_adult,28,10,0,3,0,1046.0,13.0,1,grid_reliable,5
6452,referral_hospital,O2_0192,rural,219,1,1,1,1,oxygen_concentrator,5,3,1.2,1,10,8,3,0,1,1,1,1,0,0,not_applicable,2021,11,34,pneumonia_adult,28,6,0,3,0,702.0,0.0,1,solar,4
6453,referral_hospital,O2_0053,urban,292,1,1,1,1,oxygen_concentrator,5,3,3.1,1,7,7,21,0,1,1,0,0,0,5,power_outage,2024,5,45,neonatal_respiratory,0,45,0,19,16,770.0,5.0,1,grid_reliable,9
6454,referral_hospital,O2_0151,peri_urban,253,1,1,1,1,cylinder_piped,5,3,1.6,1,8,6,3,0,1,1,1,1,0,15,demand_surge,2024,2,37,neonatal_respiratory,36,1,1,0,0,850.0,1.0,1,solar,3
6455,referral_hospital,O2_0085,peri_urban,205,1,1,1,1,LOX_bulk_tank,0,0,4.7,1,7,5,1,0,1,1,1,1,1,5,supplier_stockout,2024,5,33,trauma,33,0,1,0,0,615.0,3.0,1,grid_unreliable,20
6456,referral_hospital,O2_0089,urban,273,1,1,1,1,cylinder_portable,0,0,2.2,1,3,8,0,0,1,0,0,1,1,0,not_applicable,2024,7,46,neonatal_respiratory,40,6,0,3,0,798.0,5.0,1,grid_reliable,3
6457,referral_hospital,O2_0139,urban,253,1,1,1,1,PSA_plant_onsite,0,0,1.1,1,6,9,3,0,1,1,1,1,1,0,not_applicable,2024,4,41,COPD_exacerbation,24,17,1,8,0,914.0,29.0,1,grid_reliable,5
6458,referral_hospital,O2_0011,urban,238,1,1,1,1,PSA_plant_onsite,0,0,3.5,1,6,9,2,1,1,1,1,1,1,0,not_applicable,2022,8,46,other_hypoxemia,41,5,0,0,0,826.0,2.0,1,solar,2
6459,referral_hospital,O2_0095,urban,200,1,1,1,1,cylinder_piped,6,3,1.8,1,17,1,5,0,1,1,1,1,1,0,not_applicable,2024,5,37,COVID19_severe,29,8,1,1,0,673.0,17.0,1,grid_reliable,4
6460,referral_hospital,O2_0047,peri_urban,250,1,1,1,1,LOX_bulk_tank,0,0,1.2,1,10,3,1,0,1,1,1,1,1,6,power_outage,2021,3,42,COPD_exacerbation,35,7,1,2,0,646.0,1.0,1,generator_only,4
6461,referral_hospital,O2_0118,peri_urban,192,1,1,1,1,PSA_plant_onsite,2,0,1.0,1,10,2,7,1,1,1,0,1,1,0,not_applicable,2022,12,45,COPD_exacerbation,38,7,0,2,0,885.0,1.0,1,grid_unreliable,0
6462,referral_hospital,O2_0132,peri_urban,254,1,1,1,1,oxygen_concentrator,6,4,0.3,1,13,4,4,0,1,1,0,1,1,0,not_applicable,2024,8,31,surgical_anaesthesia,31,0,1,0,0,601.0,7.0,1,grid_reliable,1
6463,referral_hospital,O2_0154,urban,206,1,1,1,1,cylinder_piped,0,0,3.9,1,9,3,0,0,1,1,0,1,1,0,not_applicable,2024,6,34,trauma,34,0,1,0,0,969.0,6.0,1,grid_reliable,2
6464,referral_hospital,O2_0195,peri_urban,267,1,1,1,1,cylinder_piped,0,0,4.2,1,14,4,6,0,1,1,1,1,0,0,not_applicable,2024,12,38,COVID19_severe,24,14,1,5,0,827.0,8.0,0,grid_reliable,3
6465,referral_hospital,O2_0162,urban,255,1,1,1,1,cylinder_piped,0,0,8.1,1,7,3,7,0,1,1,1,0,0,1,concentrator_malfunction,2024,3,42,neonatal_respiratory,0,42,0,19,9,742.0,10.0,1,generator_only,6
6466,referral_hospital,O2_0135,peri_urban,278,1,1,1,1,LOX_bulk_tank,4,3,6.3,1,11,6,2,0,1,1,1,1,1,0,not_applicable,2024,9,28,COVID19_severe,27,1,0,0,0,660.0,49.0,1,grid_unreliable,2
6467,referral_hospital,O2_0099,rural,281,1,1,1,1,cylinder_piped,0,0,3.6,1,8,8,8,0,1,1,1,1,1,0,not_applicable,2021,8,42,pneumonia_adult,37,5,1,1,0,811.0,57.0,1,generator_only,3
6468,referral_hospital,O2_0150,urban,355,1,1,1,1,cylinder_portable,4,3,1.7,1,5,3,7,0,1,1,1,1,1,0,not_applicable,2023,12,46,neonatal_respiratory,38,8,1,3,0,1144.0,7.0,1,grid_reliable,1
6469,referral_hospital,O2_0038,urban,193,1,1,1,1,LOX_bulk_tank,0,0,2.0,1,15,6,5,0,1,1,1,0,0,2,cylinder_delivery_delay,2021,12,39,severe_malaria,0,39,0,14,18,931.0,18.0,1,grid_reliable,0
6470,referral_hospital,O2_0050,urban,304,1,1,1,1,cylinder_piped,0,0,1.8,1,15,4,0,0,1,1,1,1,1,0,not_applicable,2021,10,38,heart_failure,37,1,1,0,0,713.0,40.0,1,grid_unreliable,4
6471,referral_hospital,O2_0044,peri_urban,234,1,1,1,1,oxygen_concentrator,5,1,3.3,1,13,7,0,0,1,1,1,1,1,0,not_applicable,2023,11,38,other_hypoxemia,30,8,1,3,0,1056.0,7.0,0,grid_reliable,0
6472,referral_hospital,O2_0073,urban,234,1,1,1,1,LOX_bulk_tank,0,0,1.0,1,13,5,8,0,1,1,0,1,1,2,supplier_stockout,2023,3,30,severe_malaria,21,9,1,6,0,781.0,33.0,1,solar,14
6473,referral_hospital,O2_0008,urban,155,1,1,1,1,cylinder_piped,0,0,23.6,1,16,5,13,0,1,1,1,1,1,1,concentrator_malfunction,2024,5,42,neonatal_respiratory,39,3,0,1,0,709.0,10.0,1,none,11
6474,referral_hospital,O2_0146,urban,298,1,1,1,1,cylinder_portable,0,0,1.0,1,13,10,2,0,1,1,1,1,1,0,not_applicable,2023,9,41,severe_malaria,35,6,1,2,0,734.0,24.0,1,grid_reliable,6
6475,referral_hospital,O2_0062,urban,276,1,1,1,1,PSA_plant_onsite,0,0,1.8,1,8,5,1,1,1,1,1,1,1,0,not_applicable,2023,3,40,pneumonia_adult,22,18,0,6,0,754.0,9.0,1,generator_only,1
6476,referral_hospital,O2_0109,urban,337,1,1,1,1,LOX_bulk_tank,0,0,1.8,1,9,4,2,0,1,1,0,1,0,0,not_applicable,2024,5,37,heart_failure,21,16,1,5,0,1016.0,5.0,1,none,11
6477,referral_hospital,O2_0001,rural,307,1,1,1,1,PSA_plant_onsite,0,0,0.6,1,7,5,1,0,1,0,0,1,1,1,PSA_plant_breakdown,2024,3,43,asthma_severe,35,8,0,2,0,708.0,26.0,1,grid_reliable,15
6478,referral_hospital,O2_0003,rural,265,1,1,1,1,LOX_bulk_tank,0,0,3.2,1,15,4,0,0,1,1,1,1,0,0,not_applicable,2022,9,43,neonatal_respiratory,39,4,1,1,0,509.0,23.0,1,generator_only,0
6479,referral_hospital,O2_0126,urban,234,1,1,1,1,oxygen_concentrator,9,6,5.9,1,5,8,0,0,1,1,1,0,0,17,concentrator_malfunction,2024,3,43,pneumonia_adult,0,43,0,15,16,1103.0,34.0,1,none,9
6480,referral_hospital,O2_0163,urban,305,1,1,1,1,PSA_plant_onsite,0,0,3.8,1,8,4,8,0,1,1,1,1,1,0,not_applicable,2022,7,39,severe_malaria,27,12,1,6,0,493.0,27.0,1,grid_reliable,3
6481,referral_hospital,O2_0108,rural,270,1,1,1,1,LOX_bulk_tank,0,0,16.1,1,7,3,1,0,1,1,0,0,0,4,no_oxygen_source,2022,8,43,COPD_exacerbation,0,43,0,18,26,755.0,8.0,1,grid_reliable,6
6482,referral_hospital,O2_0177,urban,274,1,1,1,1,oxygen_concentrator,9,3,1.4,1,13,2,1,0,1,1,1,1,0,0,not_applicable,2024,2,50,other_hypoxemia,35,15,1,5,0,833.0,27.0,1,grid_reliable,4
6483,referral_hospital,O2_0194,peri_urban,196,1,1,1,1,LOX_bulk_tank,0,0,4.2,1,13,4,1,0,1,0,0,1,0,0,not_applicable,2024,11,36,severe_malaria,28,8,1,4,0,940.0,11.0,1,grid_reliable,5
6484,referral_hospital,O2_0027,rural,322,1,1,1,1,cylinder_portable,0,0,0.9,1,10,4,15,0,1,1,1,0,0,11,power_outage,2023,1,42,pneumonia_adult,0,42,0,16,23,1061.0,6.0,1,generator_only,1
6485,referral_hospital,O2_0154,urban,192,1,1,1,1,oxygen_concentrator,8,3,2.3,1,12,7,0,0,1,1,0,1,0,0,not_applicable,2024,11,40,surgical_anaesthesia,21,19,0,4,0,806.0,5.0,1,solar,2
6486,referral_hospital,O2_0038,urban,199,1,1,1,1,oxygen_concentrator,10,5,1.9,1,9,5,4,0,1,1,0,1,0,0,not_applicable,2021,1,47,other_hypoxemia,41,6,1,3,0,989.0,5.0,1,solar,0
6487,referral_hospital,O2_0033,urban,191,1,1,1,1,cylinder_piped,0,0,0.8,1,12,7,15,0,1,1,1,1,1,0,not_applicable,2022,7,50,asthma_severe,41,9,0,6,0,734.0,0.0,1,solar,4
6488,referral_hospital,O2_0154,peri_urban,269,1,1,1,1,cylinder_piped,0,0,2.3,1,14,13,0,0,1,1,1,1,1,0,not_applicable,2022,2,38,severe_malaria,27,11,1,2,0,673.0,9.0,1,generator_only,5
6489,referral_hospital,O2_0065,urban,238,1,1,1,1,cylinder_portable,0,0,4.2,1,12,6,18,0,1,1,1,1,1,0,not_applicable,2023,12,40,neonatal_respiratory,29,11,1,5,0,784.0,6.0,1,grid_reliable,5
6490,referral_hospital,O2_0134,urban,318,1,1,1,1,PSA_plant_onsite,0,0,8.6,1,11,4,2,1,1,1,1,1,1,0,not_applicable,2023,2,34,pneumonia_adult,34,0,1,0,0,966.0,8.0,1,grid_reliable,8
6491,referral_hospital,O2_0109,peri_urban,261,1,1,1,1,LOX_bulk_tank,8,4,0.3,1,6,4,2,0,1,1,1,1,1,0,not_applicable,2021,3,32,neonatal_respiratory,25,7,1,2,0,849.0,8.0,1,grid_unreliable,2
6492,referral_hospital,O2_0081,urban,226,1,1,1,1,oxygen_concentrator,4,3,3.3,1,14,3,7,0,1,1,1,1,1,0,not_applicable,2022,7,41,COVID19_severe,34,7,0,2,0,1017.0,19.0,1,grid_unreliable,11
6493,referral_hospital,O2_0129,urban,245,1,1,1,1,LOX_bulk_tank,0,0,0.0,1,15,6,13,0,1,1,1,1,1,3,funding_for_refill,2023,4,40,neonatal_respiratory,29,11,0,5,0,702.0,5.0,1,grid_reliable,2
6494,referral_hospital,O2_0147,urban,255,1,1,1,1,cylinder_piped,0,0,3.8,1,10,9,7,0,1,1,1,0,0,17,concentrator_malfunction,2024,12,32,COVID19_severe,0,32,0,16,15,1044.0,27.0,1,grid_reliable,1
6495,referral_hospital,O2_0077,urban,173,1,1,1,1,oxygen_concentrator,3,1,0.7,1,10,5,2,0,1,1,1,1,1,0,not_applicable,2023,7,45,severe_malaria,34,11,1,3,0,812.0,1.0,1,grid_reliable,1
6496,referral_hospital,O2_0161,peri_urban,258,1,1,1,1,cylinder_portable,0,0,3.1,1,3,5,7,0,1,1,1,1,0,1,power_outage,2023,5,51,COPD_exacerbation,51,0,1,0,0,803.0,7.0,1,grid_unreliable,5
6497,referral_hospital,O2_0058,urban,192,1,1,1,1,PSA_plant_onsite,0,0,0.8,1,7,6,8,1,1,1,1,1,1,0,not_applicable,2022,12,44,neonatal_respiratory,29,15,1,5,0,780.0,17.0,1,solar,1
6498,referral_hospital,O2_0040,peri_urban,206,1,1,1,1,LOX_bulk_tank,0,0,0.7,1,12,4,7,0,1,1,1,1,1,0,not_applicable,2024,11,50,COVID19_severe,40,10,1,3,0,765.0,9.0,1,generator_only,1
6499,referral_hospital,O2_0186,urban,171,1,1,1,1,PSA_plant_onsite,0,0,0.9,1,7,7,24,1,1,1,1,1,0,0,not_applicable,2021,12,44,pneumonia_child,28,16,1,6,0,848.0,9.0,1,grid_unreliable,1
6500,referral_hospital,O2_0181,urban,231,1,1,1,1,oxygen_concentrator,6,6,2.5,1,7,5,7,0,1,1,1,1,1,0,not_applicable,2024,4,37,heart_failure,32,5,1,2,0,668.0,13.0,0,generator_only,3
6501,referral_hospital,O2_0087,rural,323,1,1,1,1,oxygen_concentrator,6,5,2.4,1,15,3,3,0,1,1,1,0,0,4,demand_surge,2024,12,52,neonatal_respiratory,0,52,0,13,13,663.0,33.0,1,grid_reliable,14
6502,referral_hospital,O2_0198,urban,316,1,1,1,1,LOX_bulk_tank,0,0,2.6,1,8,4,2,0,1,1,1,1,1,0,not_applicable,2022,4,43,pneumonia_child,37,6,1,2,0,778.0,4.0,0,grid_reliable,18
6503,referral_hospital,O2_0145,urban,191,1,1,1,1,PSA_plant_onsite,0,0,5.0,1,13,3,5,1,1,1,0,1,1,2,concentrator_malfunction,2023,3,39,sepsis,27,12,1,4,0,751.0,21.0,1,generator_only,0
6504,referral_hospital,O2_0100,peri_urban,143,1,1,1,1,PSA_plant_onsite,0,0,4.0,1,9,5,1,1,1,1,1,0,0,7,power_outage,2022,1,41,COPD_exacerbation,0,41,0,16,9,830.0,15.0,1,generator_only,0
6505,referral_hospital,O2_0097,urban,275,1,1,1,1,LOX_bulk_tank,0,0,0.9,1,16,5,5,0,1,0,0,1,1,0,not_applicable,2024,8,38,asthma_severe,25,13,0,6,0,416.0,15.0,1,grid_unreliable,3
6506,referral_hospital,O2_0010,peri_urban,268,1,1,1,1,LOX_bulk_tank,0,0,4.7,1,9,4,7,0,1,1,1,1,1,0,not_applicable,2022,7,44,other_hypoxemia,31,13,1,3,0,867.0,14.0,1,none,3
6507,referral_hospital,O2_0134,urban,239,1,1,1,1,PSA_plant_onsite,0,0,4.4,1,10,5,2,0,1,1,1,0,0,19,demand_surge,2022,12,40,pneumonia_child,0,40,0,14,16,792.0,21.0,1,grid_reliable,4
6508,referral_hospital,O2_0081,urban,212,1,1,1,1,cylinder_piped,0,0,4.8,1,18,1,5,0,1,1,0,1,0,3,concentrator_malfunction,2022,5,51,severe_malaria,46,5,1,4,0,554.0,7.0,1,grid_reliable,0
6509,referral_hospital,O2_0171,urban,243,1,1,1,1,cylinder_portable,0,0,0.4,1,9,3,1,0,1,1,0,1,1,0,not_applicable,2021,12,29,COPD_exacerbation,27,2,0,0,0,916.0,9.0,1,grid_reliable,0
6510,referral_hospital,O2_0017,peri_urban,260,1,1,1,1,LOX_bulk_tank,0,0,0.0,1,15,4,1,0,1,1,1,1,1,9,concentrator_malfunction,2024,3,49,surgical_anaesthesia,28,21,0,9,0,607.0,1.0,1,solar,1
6511,referral_hospital,O2_0155,rural,185,1,1,1,1,LOX_bulk_tank,0,0,0.6,1,9,6,7,0,1,1,0,1,0,0,not_applicable,2021,6,43,neonatal_respiratory,29,14,1,4,0,489.0,4.0,1,solar,6
6512,referral_hospital,O2_0195,urban,256,1,1,1,1,oxygen_concentrator,5,3,3.6,1,8,2,8,0,1,0,0,0,0,4,cylinder_delivery_delay,2023,1,51,pneumonia_child,0,51,0,20,21,815.0,17.0,1,grid_reliable,0
6513,referral_hospital,O2_0147,rural,290,1,1,1,1,PSA_plant_onsite,0,0,0.5,1,7,1,0,1,1,1,1,1,1,0,not_applicable,2023,2,40,COVID19_severe,25,15,0,7,0,688.0,5.0,1,generator_only,5
6514,referral_hospital,O2_0028,urban,185,1,1,1,1,oxygen_concentrator,4,3,9.3,1,14,5,6,0,1,1,1,1,1,0,not_applicable,2022,6,34,heart_failure,27,7,0,1,0,896.0,13.0,0,generator_only,14
6515,referral_hospital,O2_0126,urban,229,1,1,1,1,LOX_bulk_tank,0,0,1.6,1,9,2,1,0,1,1,1,1,0,0,not_applicable,2023,7,34,pneumonia_child,24,10,1,5,0,736.0,0.0,1,grid_unreliable,3
6516,referral_hospital,O2_0122,urban,230,1,1,1,1,LOX_bulk_tank,0,0,5.0,1,12,5,3,0,1,1,1,1,1,3,PSA_plant_breakdown,2024,2,46,trauma,40,6,1,0,0,1028.0,31.0,1,grid_reliable,4
6517,referral_hospital,O2_0115,urban,164,1,1,1,1,LOX_bulk_tank,0,0,8.3,1,8,2,1,0,1,1,1,1,0,0,not_applicable,2023,5,40,severe_malaria,20,20,1,6,0,979.0,21.0,1,solar,6
6518,referral_hospital,O2_0187,urban,306,1,1,1,1,PSA_plant_onsite,0,0,9.3,1,12,3,7,1,1,1,0,1,1,0,not_applicable,2021,10,38,COPD_exacerbation,37,1,1,1,0,562.0,7.0,1,grid_reliable,1
6519,referral_hospital,O2_0035,urban,287,1,1,1,1,cylinder_piped,0,0,2.0,1,9,7,3,0,1,1,1,1,1,2,PSA_plant_breakdown,2021,6,48,COPD_exacerbation,35,13,1,2,0,729.0,17.0,1,grid_reliable,4
6520,referral_hospital,O2_0125,urban,244,1,1,1,1,oxygen_concentrator,3,1,2.2,1,11,3,8,0,1,1,1,1,1,0,not_applicable,2024,7,48,surgical_anaesthesia,41,7,0,1,0,981.0,35.0,1,grid_reliable,5
6521,referral_hospital,O2_0153,urban,220,1,1,1,1,PSA_plant_onsite,0,0,0.5,1,12,5,10,0,1,0,0,1,1,4,power_outage,2022,7,41,other_hypoxemia,27,14,1,4,0,894.0,1.0,1,grid_reliable,1
6522,referral_hospital,O2_0140,peri_urban,285,1,1,1,1,LOX_bulk_tank,4,0,0.2,1,13,3,3,0,1,1,1,1,1,0,not_applicable,2023,1,55,other_hypoxemia,55,0,1,0,0,805.0,4.0,0,generator_only,3
6523,referral_hospital,O2_0147,rural,259,1,1,1,1,cylinder_piped,0,0,0.1,1,15,7,11,0,1,1,1,1,1,0,not_applicable,2021,4,42,asthma_severe,29,13,1,6,0,902.0,23.0,0,grid_reliable,6
6524,referral_hospital,O2_0182,peri_urban,273,1,1,1,1,PSA_plant_onsite,0,0,10.6,1,14,11,0,0,1,1,0,1,1,0,not_applicable,2022,8,40,heart_failure,23,17,0,5,0,641.0,7.0,1,grid_unreliable,10
6525,referral_hospital,O2_0017,rural,248,1,1,1,1,cylinder_piped,0,0,3.0,1,10,1,11,0,1,1,0,1,1,0,not_applicable,2021,8,31,pneumonia_child,26,5,1,1,0,818.0,1.0,1,grid_reliable,7
6526,referral_hospital,O2_0018,urban,276,1,1,1,1,oxygen_concentrator,6,4,6.3,1,8,7,1,0,1,1,1,1,0,0,not_applicable,2021,8,46,other_hypoxemia,32,14,1,7,0,722.0,12.0,1,grid_unreliable,12
6527,referral_hospital,O2_0199,peri_urban,246,1,1,1,1,PSA_plant_onsite,4,3,0.5,1,11,5,3,1,1,1,1,1,1,0,not_applicable,2024,2,37,heart_failure,25,12,1,5,0,758.0,53.0,1,grid_reliable,6
6528,referral_hospital,O2_0115,urban,220,1,1,1,1,cylinder_piped,0,0,1.0,1,10,6,9,0,1,1,0,1,1,0,not_applicable,2022,8,47,COVID19_severe,39,8,1,0,0,739.0,34.0,1,grid_reliable,3
6529,referral_hospital,O2_0175,rural,153,1,1,1,1,oxygen_concentrator,5,3,3.5,1,9,1,4,0,1,1,1,0,0,25,power_outage,2023,2,26,pneumonia_child,0,26,0,7,3,781.0,38.0,0,generator_only,9
6530,referral_hospital,O2_0044,urban,239,1,1,1,1,LOX_bulk_tank,5,4,0.2,1,15,3,8,0,1,1,1,1,1,0,not_applicable,2022,1,38,pneumonia_child,36,2,1,0,0,737.0,19.0,1,generator_only,6
6531,referral_hospital,O2_0068,urban,254,1,1,1,1,cylinder_piped,0,0,0.6,1,16,4,2,0,1,1,1,1,1,0,not_applicable,2023,9,45,pneumonia_adult,43,2,1,0,0,720.0,30.0,1,generator_only,2
6532,referral_hospital,O2_0047,urban,274,1,1,1,1,LOX_bulk_tank,0,0,1.5,1,8,7,0,0,1,1,1,1,1,0,not_applicable,2022,4,30,severe_malaria,21,9,0,1,0,772.0,14.0,1,grid_unreliable,1
6533,referral_hospital,O2_0153,urban,212,1,1,1,1,oxygen_concentrator,3,2,1.2,1,8,7,0,0,1,1,0,1,1,0,not_applicable,2022,11,40,surgical_anaesthesia,40,0,1,0,0,695.0,60.0,1,grid_unreliable,4
6534,referral_hospital,O2_0173,urban,264,1,1,1,1,PSA_plant_onsite,0,0,0.1,1,9,2,4,1,1,1,1,1,1,0,not_applicable,2022,11,46,surgical_anaesthesia,35,11,1,5,0,426.0,1.0,1,grid_unreliable,0
6535,referral_hospital,O2_0162,urban,261,1,1,1,1,LOX_bulk_tank,0,0,5.6,1,5,4,2,0,1,1,0,1,0,0,not_applicable,2021,1,39,pneumonia_child,34,5,1,2,0,879.0,6.0,1,grid_reliable,11
6536,referral_hospital,O2_0130,urban,185,1,1,1,1,PSA_plant_onsite,0,0,1.7,1,10,6,6,0,1,1,1,1,1,0,not_applicable,2024,4,39,surgical_anaesthesia,29,10,1,2,0,666.0,8.0,1,grid_reliable,5
6537,referral_hospital,O2_0125,rural,220,1,1,1,1,PSA_plant_onsite,0,0,4.9,1,8,8,2,1,1,1,1,1,1,0,not_applicable,2024,5,44,surgical_anaesthesia,44,0,1,0,0,1083.0,4.0,1,grid_reliable,3
6538,referral_hospital,O2_0078,rural,206,1,1,1,1,oxygen_concentrator,3,2,0.9,1,8,6,0,0,1,1,0,1,1,0,not_applicable,2021,1,36,neonatal_respiratory,31,5,1,2,0,897.0,3.0,1,solar,0
6539,referral_hospital,O2_0067,peri_urban,241,1,1,1,1,cylinder_portable,2,1,0.4,1,13,5,1,0,1,1,1,1,1,1,funding_for_refill,2024,2,36,pneumonia_child,35,1,1,0,0,582.0,31.0,0,grid_reliable,0
6540,referral_hospital,O2_0055,urban,265,1,1,1,1,LOX_bulk_tank,0,0,3.6,1,16,3,3,0,1,1,1,1,1,9,concentrator_malfunction,2022,7,51,sepsis,30,21,1,7,0,826.0,2.0,1,generator_only,4
6541,referral_hospital,O2_0125,urban,205,1,1,1,1,oxygen_concentrator,9,6,0.7,1,7,7,10,0,1,1,1,0,0,7,no_oxygen_source,2022,5,39,pneumonia_child,0,39,0,11,18,769.0,9.0,1,grid_unreliable,3
6542,referral_hospital,O2_0046,urban,270,1,1,1,1,cylinder_piped,0,0,0.9,1,7,4,0,0,1,0,0,1,0,0,not_applicable,2024,9,36,COPD_exacerbation,32,4,1,2,0,813.0,18.0,1,grid_reliable,1
6543,referral_hospital,O2_0158,urban,249,1,1,1,1,cylinder_piped,6,3,0.9,1,7,8,3,0,1,1,0,1,1,0,not_applicable,2023,10,31,trauma,19,12,1,6,0,874.0,4.0,1,grid_reliable,1
6544,referral_hospital,O2_0170,urban,206,1,1,1,1,PSA_plant_onsite,0,0,0.6,1,13,3,3,1,1,1,0,1,1,0,not_applicable,2024,5,38,pneumonia_adult,24,14,1,8,0,927.0,55.0,1,grid_unreliable,7
6545,referral_hospital,O2_0030,peri_urban,309,1,1,1,1,PSA_plant_onsite,0,0,2.5,1,10,2,0,0,1,1,0,1,0,1,PSA_plant_breakdown,2024,2,41,neonatal_respiratory,38,3,1,0,0,694.0,2.0,0,grid_unreliable,0
6546,referral_hospital,O2_0134,peri_urban,324,1,1,1,1,cylinder_piped,0,0,4.2,1,9,8,2,0,1,1,1,1,1,0,not_applicable,2024,6,50,severe_malaria,28,22,0,11,0,853.0,2.0,0,grid_unreliable,2
6547,referral_hospital,O2_0132,peri_urban,254,1,1,1,1,LOX_bulk_tank,5,3,2.4,1,9,4,2,0,1,1,0,1,0,0,not_applicable,2024,5,47,severe_malaria,46,1,1,1,0,743.0,13.0,1,grid_reliable,3
6548,referral_hospital,O2_0164,peri_urban,231,1,1,1,1,PSA_plant_onsite,0,0,3.6,1,11,5,11,0,1,1,1,0,0,8,power_outage,2021,5,43,pneumonia_adult,0,43,0,16,7,656.0,17.0,1,solar,2
6549,referral_hospital,O2_0122,rural,324,1,1,1,1,PSA_plant_onsite,0,0,5.4,1,12,9,6,0,1,1,1,1,0,1,cylinder_delivery_delay,2024,9,32,pneumonia_child,27,5,1,1,0,911.0,6.0,0,grid_unreliable,4
6550,referral_hospital,O2_0031,rural,230,1,1,1,1,LOX_bulk_tank,0,0,1.1,1,15,8,4,0,1,1,0,1,0,0,not_applicable,2024,8,26,COVID19_severe,25,1,1,0,0,812.0,13.0,0,grid_reliable,5
6551,referral_hospital,O2_0191,urban,282,1,1,1,1,cylinder_piped,0,0,5.9,1,7,2,0,0,1,1,1,1,1,0,not_applicable,2023,10,34,COPD_exacerbation,24,10,0,6,0,778.0,4.0,0,grid_reliable,15
6552,referral_hospital,O2_0171,urban,296,1,1,1,1,oxygen_concentrator,2,0,2.8,1,11,7,3,0,1,1,0,1,1,0,not_applicable,2022,6,45,COVID19_severe,44,1,1,1,0,765.0,34.0,1,solar,2
6553,referral_hospital,O2_0111,urban,226,1,1,1,1,oxygen_concentrator,9,8,5.7,1,8,3,2,0,1,1,1,1,1,0,not_applicable,2023,2,44,neonatal_respiratory,39,5,1,1,0,832.0,27.0,1,generator_only,8
6554,referral_hospital,O2_0182,peri_urban,380,1,1,1,1,LOX_bulk_tank,0,0,0.3,1,5,2,0,0,1,1,1,0,0,7,cylinder_delivery_delay,2021,11,38,severe_malaria,0,38,0,19,10,817.0,4.0,1,grid_reliable,4
6555,referral_hospital,O2_0177,peri_urban,226,1,1,1,1,PSA_plant_onsite,0,0,0.7,1,12,2,4,1,1,0,0,1,1,1,PSA_plant_breakdown,2023,2,45,trauma,43,2,0,0,0,918.0,2.0,1,grid_reliable,5
6556,referral_hospital,O2_0067,urban,254,1,1,1,1,LOX_bulk_tank,0,0,2.2,1,7,15,1,0,1,1,1,1,1,0,not_applicable,2024,12,43,COVID19_severe,28,15,1,7,0,855.0,14.0,1,generator_only,1
6557,referral_hospital,O2_0027,urban,209,1,1,1,1,LOX_bulk_tank,0,0,1.2,1,10,2,1,0,1,0,0,0,0,15,cylinder_delivery_delay,2024,6,45,neonatal_respiratory,0,45,0,20,15,919.0,5.0,1,grid_unreliable,1
6558,referral_hospital,O2_0064,peri_urban,229,1,1,1,1,oxygen_concentrator,3,2,1.0,1,7,5,8,0,1,1,0,0,0,17,power_outage,2022,7,35,neonatal_respiratory,0,35,0,17,2,843.0,19.0,1,grid_reliable,8
6559,referral_hospital,O2_0162,peri_urban,205,1,1,1,1,PSA_plant_onsite,0,0,3.9,1,11,4,0,1,1,1,0,1,0,0,not_applicable,2024,6,45,pneumonia_child,32,13,0,2,0,614.0,2.0,1,grid_reliable,0
6560,referral_hospital,O2_0140,peri_urban,209,1,1,1,1,LOX_bulk_tank,0,0,2.0,1,8,3,1,0,1,1,1,1,1,0,not_applicable,2022,3,42,surgical_anaesthesia,42,0,1,0,0,776.0,49.0,1,solar,0
6561,referral_hospital,O2_0084,peri_urban,297,1,1,1,1,LOX_bulk_tank,0,0,7.1,1,8,9,16,0,1,1,1,1,1,0,not_applicable,2022,4,40,COPD_exacerbation,28,12,0,8,0,877.0,6.0,0,grid_reliable,0
6562,referral_hospital,O2_0051,rural,256,1,1,1,1,PSA_plant_onsite,0,0,1.9,1,4,8,5,0,1,1,0,1,1,0,not_applicable,2022,8,53,heart_failure,40,13,1,6,0,823.0,0.0,1,grid_unreliable,6
6563,referral_hospital,O2_0078,urban,190,1,1,1,1,oxygen_concentrator,7,5,0.9,1,12,8,4,0,1,1,1,0,0,16,cylinder_delivery_delay,2022,6,37,surgical_anaesthesia,0,37,0,15,8,578.0,6.0,1,grid_reliable,12
6564,referral_hospital,O2_0013,peri_urban,214,1,1,1,1,PSA_plant_onsite,0,0,0.0,1,9,1,3,0,1,1,0,1,1,0,not_applicable,2024,1,54,asthma_severe,39,15,1,6,0,762.0,37.0,1,generator_only,4
6565,referral_hospital,O2_0159,peri_urban,293,1,1,1,1,PSA_plant_onsite,0,0,1.2,1,5,5,10,0,1,0,0,1,1,0,not_applicable,2021,8,42,sepsis,30,12,0,5,0,727.0,46.0,1,generator_only,7
6566,referral_hospital,O2_0082,peri_urban,249,1,1,1,1,LOX_bulk_tank,0,0,2.5,1,10,6,15,0,1,1,1,1,0,0,not_applicable,2024,3,28,severe_malaria,27,1,0,0,0,851.0,32.0,1,grid_reliable,3
6567,referral_hospital,O2_0163,rural,260,1,1,1,1,LOX_bulk_tank,0,0,2.0,1,10,8,1,0,1,1,1,1,1,0,not_applicable,2022,9,27,neonatal_respiratory,18,9,1,2,0,529.0,7.0,1,grid_unreliable,2
6568,referral_hospital,O2_0154,urban,279,1,1,1,1,cylinder_piped,0,0,4.4,1,11,7,0,0,1,1,1,1,1,0,not_applicable,2022,1,39,pneumonia_child,23,16,1,11,0,946.0,5.0,1,grid_reliable,3
6569,referral_hospital,O2_0036,peri_urban,267,1,1,1,1,LOX_bulk_tank,0,0,0.6,1,5,3,3,0,1,1,1,1,1,0,not_applicable,2022,12,47,pneumonia_adult,46,1,1,1,0,786.0,15.0,1,grid_unreliable,0
6570,referral_hospital,O2_0161,urban,292,1,1,1,1,oxygen_concentrator,7,4,2.6,1,13,6,1,0,1,1,1,0,0,30,funding_for_refill,2023,7,42,asthma_severe,0,42,0,14,12,631.0,5.0,1,grid_reliable,5
6571,referral_hospital,O2_0146,rural,240,1,1,1,1,cylinder_portable,0,0,0.3,1,9,5,0,0,1,1,1,1,1,10,concentrator_malfunction,2023,1,38,pneumonia_adult,32,6,1,1,0,724.0,9.0,1,generator_only,2
6572,referral_hospital,O2_0071,peri_urban,274,1,1,1,1,PSA_plant_onsite,0,0,2.9,1,9,6,5,1,1,1,1,1,1,0,not_applicable,2023,8,45,pneumonia_child,45,0,1,0,0,751.0,35.0,1,grid_unreliable,2
6573,referral_hospital,O2_0131,urban,260,1,1,1,1,LOX_bulk_tank,8,5,5.1,1,5,3,11,0,1,1,0,0,0,18,PSA_plant_breakdown,2023,5,39,sepsis,0,39,0,15,9,752.0,0.0,1,grid_unreliable,0
6574,referral_hospital,O2_0172,peri_urban,196,1,1,1,1,LOX_bulk_tank,6,3,4.5,1,13,6,6,0,1,1,1,1,1,2,power_outage,2022,6,35,COVID19_severe,15,20,1,9,0,684.0,4.0,1,grid_unreliable,6
6575,referral_hospital,O2_0028,urban,228,1,1,1,1,PSA_plant_onsite,0,0,4.2,1,11,8,11,0,1,1,0,1,0,0,not_applicable,2021,9,43,heart_failure,29,14,1,5,0,924.0,31.0,1,grid_reliable,5
6576,referral_hospital,O2_0107,urban,218,1,1,1,1,LOX_bulk_tank,12,9,3.1,1,15,7,0,0,1,1,1,1,1,0,not_applicable,2023,4,32,sepsis,21,11,0,3,0,957.0,12.0,1,solar,1
6577,referral_hospital,O2_0146,peri_urban,248,1,1,1,1,oxygen_concentrator,8,5,0.5,1,8,3,6,0,1,0,0,1,1,4,funding_for_refill,2023,10,31,COPD_exacerbation,20,11,0,5,0,796.0,27.0,1,generator_only,4
6578,referral_hospital,O2_0092,urban,263,1,1,1,1,oxygen_concentrator,6,4,1.7,1,13,4,2,0,1,1,1,1,0,0,not_applicable,2022,11,51,heart_failure,45,6,1,1,0,804.0,19.0,0,grid_unreliable,6
6579,referral_hospital,O2_0184,urban,184,1,1,1,1,PSA_plant_onsite,0,0,1.8,1,13,6,2,0,1,1,1,1,1,7,power_outage,2021,9,29,asthma_severe,17,12,1,3,0,802.0,9.0,1,grid_reliable,1
6580,referral_hospital,O2_0023,urban,224,1,1,1,1,oxygen_concentrator,5,1,1.1,1,15,3,1,0,1,1,1,1,1,0,not_applicable,2022,4,46,pneumonia_child,46,0,1,0,0,673.0,34.0,1,grid_unreliable,15
6581,referral_hospital,O2_0001,urban,184,1,1,1,1,cylinder_piped,0,0,5.8,1,9,4,4,0,1,1,1,1,1,0,not_applicable,2024,6,35,other_hypoxemia,21,14,1,4,0,925.0,16.0,1,grid_reliable,16
6582,referral_hospital,O2_0085,urban,210,1,1,1,1,cylinder_piped,0,0,1.6,1,5,4,3,0,1,1,1,1,0,0,not_applicable,2024,7,42,trauma,39,3,1,1,0,809.0,13.0,0,generator_only,9
6583,referral_hospital,O2_0104,peri_urban,265,1,1,1,1,cylinder_piped,1,0,3.3,1,14,4,0,0,1,0,0,1,1,2,PSA_plant_breakdown,2023,6,33,other_hypoxemia,28,5,1,3,0,1010.0,18.0,1,grid_reliable,1
6584,referral_hospital,O2_0147,rural,221,1,1,1,1,PSA_plant_onsite,0,0,6.4,1,5,6,5,1,1,1,1,1,1,0,not_applicable,2023,4,39,COPD_exacerbation,39,0,1,0,0,805.0,3.0,1,grid_reliable,0
6585,referral_hospital,O2_0045,rural,301,1,1,1,1,LOX_bulk_tank,0,0,1.8,1,6,5,2,0,1,1,1,0,0,30,regulator_valve_failure,2024,11,55,severe_malaria,0,55,0,18,11,621.0,20.0,1,grid_unreliable,5
6586,referral_hospital,O2_0104,urban,297,1,1,1,1,PSA_plant_onsite,0,0,2.4,1,9,4,0,1,1,1,1,1,0,0,not_applicable,2024,3,32,pneumonia_child,27,5,1,3,0,877.0,4.0,1,grid_unreliable,5
6587,referral_hospital,O2_0117,rural,260,1,1,1,1,LOX_bulk_tank,0,0,9.2,1,6,5,26,0,1,0,0,1,1,0,not_applicable,2022,7,38,neonatal_respiratory,38,0,1,0,0,765.0,15.0,1,grid_unreliable,23
6588,referral_hospital,O2_0041,urban,263,1,1,1,1,LOX_bulk_tank,6,4,1.2,1,12,2,16,0,1,0,0,0,0,2,PSA_plant_breakdown,2022,1,48,pneumonia_adult,0,48,0,14,9,628.0,1.0,1,grid_reliable,3
6589,referral_hospital,O2_0008,rural,254,1,1,1,1,LOX_bulk_tank,0,0,0.7,1,18,6,2,0,1,1,0,1,1,0,not_applicable,2023,8,42,pneumonia_child,27,15,0,4,0,868.0,0.0,0,grid_unreliable,1
6590,referral_hospital,O2_0010,peri_urban,295,1,1,1,1,LOX_bulk_tank,0,0,6.2,1,13,6,5,0,1,1,1,1,1,0,not_applicable,2023,5,40,pneumonia_child,21,19,1,5,0,862.0,43.0,1,none,3
6591,referral_hospital,O2_0116,peri_urban,237,1,1,1,1,LOX_bulk_tank,0,0,0.9,1,8,7,3,0,1,1,1,0,0,1,concentrator_malfunction,2024,4,38,pneumonia_child,0,38,0,16,9,1077.0,11.0,1,solar,5
6592,referral_hospital,O2_0191,urban,211,1,1,1,1,LOX_bulk_tank,0,0,3.6,1,8,3,2,0,1,1,1,1,0,6,power_outage,2023,7,34,surgical_anaesthesia,27,7,1,1,0,724.0,22.0,1,grid_unreliable,0
6593,referral_hospital,O2_0159,urban,290,1,1,1,1,LOX_bulk_tank,0,0,5.7,1,6,5,8,0,1,1,1,1,0,0,not_applicable,2023,3,45,neonatal_respiratory,28,17,1,10,0,855.0,17.0,1,solar,1
6594,referral_hospital,O2_0050,peri_urban,317,1,1,1,1,oxygen_concentrator,9,8,0.6,1,10,6,3,0,1,1,0,1,1,0,not_applicable,2022,2,53,pneumonia_adult,39,14,0,4,0,627.0,50.0,1,grid_reliable,6
6595,referral_hospital,O2_0142,urban,196,1,1,1,1,LOX_bulk_tank,0,0,0.1,1,12,6,4,0,1,1,1,0,0,8,regulator_valve_failure,2021,7,33,COVID19_severe,0,33,0,11,6,868.0,2.0,1,grid_reliable,3
6596,referral_hospital,O2_0090,urban,296,1,1,1,1,PSA_plant_onsite,2,0,0.3,1,11,8,0,0,1,0,0,1,1,13,concentrator_malfunction,2021,1,41,pneumonia_adult,36,5,1,0,0,704.0,26.0,1,generator_only,0
6597,referral_hospital,O2_0083,rural,226,1,1,1,1,cylinder_piped,0,0,7.0,1,10,6,2,0,1,1,0,1,1,0,not_applicable,2024,6,43,trauma,40,3,1,1,0,815.0,38.0,1,none,4
6598,referral_hospital,O2_0118,urban,285,1,1,1,1,LOX_bulk_tank,2,0,6.3,1,10,7,0,0,1,1,1,1,1,0,not_applicable,2021,12,35,pneumonia_child,27,8,1,4,0,713.0,12.0,1,grid_reliable,0
6599,referral_hospital,O2_0155,urban,245,1,1,1,1,PSA_plant_onsite,0,0,0.4,1,10,6,0,1,1,0,0,1,1,1,concentrator_malfunction,2021,5,37,surgical_anaesthesia,29,8,1,3,0,746.0,6.0,1,generator_only,3
6600,referral_hospital,O2_0004,urban,271,1,1,1,1,LOX_bulk_tank,2,1,0.5,1,9,6,1,0,1,1,1,1,1,6,demand_surge,2022,12,46,trauma,45,1,0,1,0,575.0,3.0,1,none,15
6601,referral_hospital,O2_0129,rural,251,1,1,1,1,cylinder_piped,0,0,5.9,1,5,2,12,0,1,0,0,1,1,0,not_applicable,2023,11,31,surgical_anaesthesia,20,11,1,2,0,1197.0,10.0,0,none,12
6602,referral_hospital,O2_0164,urban,265,1,1,1,1,cylinder_piped,0,0,0.3,1,9,5,4,0,1,1,1,0,0,1,supplier_stockout,2022,2,28,COVID19_severe,0,28,0,11,9,745.0,14.0,1,grid_unreliable,4
6603,referral_hospital,O2_0114,urban,298,1,1,1,1,LOX_bulk_tank,2,1,3.4,1,17,6,14,0,1,1,1,1,1,0,not_applicable,2022,6,43,severe_malaria,43,0,1,0,0,755.0,4.0,1,grid_unreliable,4
6604,referral_hospital,O2_0045,urban,283,1,1,1,1,LOX_bulk_tank,0,0,3.7,1,11,2,1,0,1,1,0,1,1,0,not_applicable,2023,4,41,COPD_exacerbation,39,2,0,1,0,580.0,25.0,0,grid_unreliable,3
6605,referral_hospital,O2_0076,peri_urban,195,1,1,1,1,LOX_bulk_tank,0,0,2.1,1,9,5,0,0,1,1,0,1,1,0,not_applicable,2023,11,43,COVID19_severe,39,4,1,0,0,626.0,46.0,1,solar,6
6606,referral_hospital,O2_0109,urban,305,1,1,1,1,LOX_bulk_tank,0,0,3.1,1,12,5,3,0,1,1,0,1,0,0,not_applicable,2024,1,38,sepsis,30,8,0,1,0,951.0,17.0,0,grid_reliable,0
6607,referral_hospital,O2_0163,urban,248,1,1,1,1,LOX_bulk_tank,0,0,1.9,1,10,6,5,0,1,0,0,0,0,12,piping_system_leak,2022,7,48,surgical_anaesthesia,0,48,0,19,15,781.0,1.0,1,generator_only,0
6608,referral_hospital,O2_0048,urban,207,1,1,1,1,cylinder_portable,7,3,7.7,1,9,5,2,0,1,0,0,0,0,1,demand_surge,2024,10,31,pneumonia_adult,0,31,0,13,10,676.0,4.0,1,generator_only,26
6609,referral_hospital,O2_0072,urban,301,1,1,1,1,cylinder_piped,0,0,3.4,1,11,2,1,0,1,1,0,0,0,1,concentrator_malfunction,2022,9,41,neonatal_respiratory,0,41,0,13,11,767.0,32.0,1,grid_unreliable,6
6610,referral_hospital,O2_0009,urban,242,1,1,1,1,LOX_bulk_tank,5,3,2.4,1,9,5,3,0,1,1,0,1,0,0,not_applicable,2021,9,41,COVID19_severe,37,4,1,3,0,976.0,5.0,1,grid_unreliable,0
6611,referral_hospital,O2_0042,peri_urban,283,1,1,1,1,LOX_bulk_tank,0,0,3.4,1,10,1,0,0,1,1,1,1,1,0,not_applicable,2021,7,40,pneumonia_adult,28,12,1,4,0,482.0,9.0,1,generator_only,7
6612,referral_hospital,O2_0180,peri_urban,251,1,1,1,1,cylinder_piped,0,0,2.8,1,11,1,1,0,1,0,0,1,1,0,not_applicable,2024,10,34,pneumonia_adult,23,11,1,3,0,785.0,14.0,1,grid_unreliable,1
6613,referral_hospital,O2_0192,urban,223,1,1,1,1,cylinder_piped,0,0,0.7,1,7,4,14,0,1,1,1,1,1,0,not_applicable,2021,3,50,severe_malaria,50,0,1,0,0,677.0,8.0,1,grid_reliable,2
6614,referral_hospital,O2_0110,urban,256,1,1,1,1,PSA_plant_onsite,0,0,3.7,1,13,5,5,0,1,1,1,1,1,0,not_applicable,2024,9,43,severe_malaria,43,0,1,0,0,991.0,5.0,1,grid_reliable,5
6615,referral_hospital,O2_0116,urban,258,1,1,1,1,cylinder_piped,2,1,2.3,1,10,4,12,0,1,1,0,1,1,0,not_applicable,2023,4,32,pneumonia_child,24,8,1,5,0,918.0,7.0,1,solar,25
6616,referral_hospital,O2_0010,urban,262,1,1,1,1,cylinder_piped,3,2,4.8,1,12,3,0,0,1,1,0,1,1,0,not_applicable,2022,4,34,pneumonia_child,32,2,1,1,0,977.0,9.0,1,grid_reliable,4
6617,referral_hospital,O2_0042,rural,298,1,1,1,1,oxygen_concentrator,2,2,1.6,1,8,3,3,0,1,0,0,1,1,0,not_applicable,2024,5,34,pneumonia_child,31,3,1,2,0,858.0,9.0,1,generator_only,5
6618,referral_hospital,O2_0019,urban,221,1,1,1,1,PSA_plant_onsite,0,0,10.1,1,11,2,0,0,1,1,1,0,0,1,concentrator_malfunction,2023,3,47,trauma,0,47,0,18,1,751.0,4.0,1,grid_unreliable,7
6619,referral_hospital,O2_0072,urban,247,1,1,1,1,LOX_bulk_tank,0,0,0.9,1,9,5,8,0,1,1,0,0,0,26,demand_surge,2023,1,41,severe_malaria,0,41,0,11,3,1034.0,44.0,1,grid_unreliable,7
6620,referral_hospital,O2_0135,urban,224,1,1,1,1,cylinder_portable,0,0,0.9,1,9,3,3,0,1,0,0,1,1,0,not_applicable,2024,4,39,pneumonia_adult,19,20,1,6,0,830.0,28.0,1,grid_reliable,4
6621,referral_hospital,O2_0034,peri_urban,269,1,1,1,1,oxygen_concentrator,4,2,1.5,1,11,9,6,0,1,1,1,1,1,0,not_applicable,2021,4,49,asthma_severe,44,5,1,1,0,785.0,18.0,1,grid_reliable,2
6622,referral_hospital,O2_0047,urban,211,1,1,1,1,PSA_plant_onsite,0,0,1.1,1,14,8,0,0,1,1,1,0,0,11,demand_surge,2022,10,35,neonatal_respiratory,0,35,0,11,14,1294.0,17.0,0,grid_unreliable,4
6623,referral_hospital,O2_0147,peri_urban,249,1,1,1,1,LOX_bulk_tank,0,0,5.3,1,6,2,4,0,1,1,0,1,0,0,not_applicable,2023,9,42,pneumonia_adult,35,7,1,2,0,890.0,7.0,1,generator_only,0
6624,referral_hospital,O2_0101,peri_urban,270,1,1,1,1,cylinder_piped,0,0,4.8,1,15,6,13,0,1,1,1,1,1,0,not_applicable,2022,9,49,COVID19_severe,47,2,0,1,0,772.0,5.0,1,grid_unreliable,3
6625,referral_hospital,O2_0085,urban,213,1,1,1,1,cylinder_piped,0,0,0.6,1,9,6,7,0,1,0,0,1,1,0,not_applicable,2022,1,37,sepsis,30,7,1,3,0,692.0,1.0,1,none,6
6626,referral_hospital,O2_0103,urban,223,1,1,1,1,cylinder_piped,0,0,3.5,1,8,7,7,0,1,0,0,0,0,30,power_outage,2022,8,51,COPD_exacerbation,0,51,0,22,17,673.0,36.0,1,solar,13
6627,referral_hospital,O2_0194,peri_urban,245,1,1,1,1,oxygen_concentrator,7,4,0.8,1,11,5,0,0,1,1,0,0,0,24,PSA_plant_breakdown,2023,4,39,sepsis,0,39,0,17,14,773.0,67.0,1,grid_unreliable,2
6628,referral_hospital,O2_0122,urban,267,1,1,1,1,oxygen_concentrator,6,5,1.9,1,9,4,7,0,1,1,0,1,1,0,not_applicable,2022,6,37,heart_failure,34,3,1,2,0,713.0,11.0,1,generator_only,1
6629,referral_hospital,O2_0020,peri_urban,242,1,1,1,1,PSA_plant_onsite,0,0,1.9,1,5,4,1,0,1,1,0,1,1,6,supplier_stockout,2021,9,42,trauma,25,17,0,5,0,736.0,26.0,1,grid_reliable,7
6630,referral_hospital,O2_0002,peri_urban,276,1,1,1,1,PSA_plant_onsite,6,4,0.7,1,10,6,7,0,1,0,0,1,1,0,not_applicable,2023,1,32,sepsis,31,1,1,1,0,700.0,6.0,1,grid_unreliable,20
6631,referral_hospital,O2_0003,urban,208,1,1,1,1,oxygen_concentrator,6,2,8.5,1,11,4,5,0,1,1,1,1,1,0,not_applicable,2021,9,48,COVID19_severe,39,9,1,2,0,984.0,13.0,1,grid_reliable,2
6632,referral_hospital,O2_0180,urban,247,1,1,1,1,cylinder_portable,0,0,0.3,1,7,4,0,0,1,1,1,1,1,0,not_applicable,2024,11,42,severe_malaria,39,3,1,0,0,916.0,5.0,1,none,12
6633,referral_hospital,O2_0060,urban,199,1,1,1,1,oxygen_concentrator,4,2,6.7,1,6,4,5,0,1,0,0,1,1,0,not_applicable,2024,6,46,COPD_exacerbation,45,1,1,0,0,927.0,6.0,0,grid_reliable,2
6634,referral_hospital,O2_0086,peri_urban,238,1,1,1,1,oxygen_concentrator,6,2,2.5,1,11,2,1,0,1,1,1,1,1,0,not_applicable,2023,4,34,pneumonia_adult,25,9,1,4,0,773.0,10.0,1,grid_reliable,6
6635,referral_hospital,O2_0182,urban,229,1,1,1,1,oxygen_concentrator,6,4,8.5,1,10,5,0,0,1,0,0,1,1,0,not_applicable,2024,5,34,trauma,24,10,1,6,0,932.0,1.0,0,generator_only,3
6636,referral_hospital,O2_0061,urban,258,1,1,1,1,PSA_plant_onsite,6,3,5.6,1,7,7,6,1,1,1,1,1,1,0,not_applicable,2022,3,39,COVID19_severe,34,5,1,2,0,833.0,0.0,1,grid_unreliable,3
6637,referral_hospital,O2_0059,rural,223,1,1,1,1,oxygen_concentrator,4,2,0.7,1,3,7,7,0,1,1,1,1,1,0,not_applicable,2024,12,40,pneumonia_child,40,0,1,0,0,874.0,11.0,1,grid_unreliable,0
6638,referral_hospital,O2_0080,urban,240,1,1,1,1,LOX_bulk_tank,0,0,0.3,1,16,6,5,0,1,1,1,1,1,0,not_applicable,2024,7,48,severe_malaria,44,4,1,1,0,822.0,7.0,0,grid_unreliable,2
6639,referral_hospital,O2_0167,urban,281,1,1,1,1,oxygen_concentrator,3,2,1.0,1,9,3,12,0,1,1,0,0,0,14,power_outage,2022,11,45,COVID19_severe,0,45,0,16,24,919.0,16.0,1,generator_only,1
6640,referral_hospital,O2_0106,urban,278,1,1,1,1,LOX_bulk_tank,0,0,4.2,1,7,6,2,0,1,1,0,1,0,0,not_applicable,2021,9,43,pneumonia_child,35,8,1,3,0,739.0,12.0,1,solar,1
6641,referral_hospital,O2_0175,rural,256,1,1,1,1,cylinder_piped,0,0,3.8,1,12,7,6,0,1,1,1,1,0,5,cylinder_delivery_delay,2021,5,25,pneumonia_child,12,13,1,4,0,875.0,4.0,1,grid_reliable,1
6642,referral_hospital,O2_0136,rural,296,1,1,1,1,cylinder_piped,0,0,0.3,1,3,8,0,0,1,0,0,1,1,0,not_applicable,2024,11,41,COVID19_severe,33,8,1,4,0,752.0,4.0,1,grid_reliable,7
6643,referral_hospital,O2_0113,urban,249,1,1,1,1,oxygen_concentrator,8,5,0.6,1,4,4,15,0,1,1,0,1,1,0,not_applicable,2024,1,45,surgical_anaesthesia,27,18,1,9,0,850.0,1.0,1,generator_only,5
6644,referral_hospital,O2_0023,urban,214,1,1,1,1,PSA_plant_onsite,0,0,2.8,1,9,6,2,1,1,0,0,1,0,0,not_applicable,2021,4,42,COPD_exacerbation,28,14,1,4,0,799.0,15.0,1,grid_reliable,0
6645,referral_hospital,O2_0104,urban,258,1,1,1,1,cylinder_piped,0,0,4.2,1,10,7,0,0,1,1,1,1,1,0,not_applicable,2022,10,48,other_hypoxemia,41,7,0,4,0,849.0,20.0,1,grid_unreliable,8
6646,referral_hospital,O2_0109,peri_urban,273,1,1,1,1,cylinder_portable,0,0,0.4,1,6,11,16,0,1,1,0,1,0,0,not_applicable,2022,3,39,pneumonia_child,23,16,1,5,0,998.0,18.0,1,generator_only,10
6647,referral_hospital,O2_0186,rural,177,1,1,1,1,PSA_plant_onsite,4,2,0.2,1,10,10,10,1,1,1,1,1,1,0,not_applicable,2022,6,32,neonatal_respiratory,29,3,1,1,0,838.0,1.0,0,grid_unreliable,13
6648,referral_hospital,O2_0015,rural,221,1,1,1,1,PSA_plant_onsite,2,1,0.9,1,7,3,7,0,1,1,1,1,1,0,not_applicable,2024,8,45,pneumonia_child,37,8,1,2,0,847.0,6.0,1,grid_unreliable,8
6649,referral_hospital,O2_0151,urban,255,1,1,1,1,LOX_bulk_tank,4,3,3.9,1,15,4,2,0,1,1,1,1,1,0,not_applicable,2024,6,28,COVID19_severe,28,0,1,0,0,581.0,0.0,1,grid_reliable,11
6650,referral_hospital,O2_0100,urban,260,1,1,1,1,oxygen_concentrator,6,4,9.6,1,1,6,0,0,1,1,1,0,0,3,PSA_plant_breakdown,2023,11,56,asthma_severe,0,56,0,27,9,827.0,18.0,1,generator_only,0
6651,referral_hospital,O2_0150,urban,202,1,1,1,1,PSA_plant_onsite,0,0,7.8,1,5,8,4,1,1,1,1,1,1,0,not_applicable,2023,12,46,neonatal_respiratory,43,3,1,0,0,954.0,9.0,1,grid_unreliable,4
6652,referral_hospital,O2_0162,urban,187,1,1,1,1,oxygen_concentrator,5,4,1.8,1,13,7,3,0,1,1,1,1,1,0,not_applicable,2024,3,51,asthma_severe,47,4,1,0,0,828.0,23.0,0,none,3
6653,referral_hospital,O2_0069,urban,263,1,1,1,1,LOX_bulk_tank,0,0,8.2,1,7,4,1,0,1,0,0,1,1,0,not_applicable,2024,2,40,COPD_exacerbation,22,18,1,5,0,757.0,48.0,0,solar,1
6654,referral_hospital,O2_0025,urban,247,1,1,1,1,cylinder_piped,0,0,2.4,1,10,7,1,0,1,0,0,1,0,0,not_applicable,2023,9,36,sepsis,34,2,1,1,0,790.0,7.0,1,grid_reliable,6
6655,referral_hospital,O2_0099,peri_urban,272,1,1,1,1,oxygen_concentrator,4,3,2.0,1,7,3,3,0,1,1,1,1,1,0,not_applicable,2024,8,39,COVID19_severe,25,14,0,1,0,646.0,11.0,1,grid_unreliable,7
6656,referral_hospital,O2_0036,urban,253,1,1,1,1,oxygen_concentrator,4,2,1.1,1,6,2,1,0,1,1,1,1,1,0,not_applicable,2023,2,28,pneumonia_child,20,8,1,4,0,779.0,9.0,1,grid_reliable,10
6657,referral_hospital,O2_0130,peri_urban,271,1,1,1,1,LOX_bulk_tank,0,0,1.8,1,10,10,6,0,1,1,0,0,0,6,concentrator_malfunction,2022,11,45,neonatal_respiratory,0,45,0,21,3,471.0,7.0,1,none,4
6658,referral_hospital,O2_0186,peri_urban,237,1,1,1,1,PSA_plant_onsite,0,0,2.3,1,6,3,2,0,1,1,0,1,0,0,not_applicable,2022,6,33,trauma,27,6,1,2,0,618.0,6.0,1,none,0
6659,referral_hospital,O2_0130,urban,294,1,1,1,1,cylinder_piped,0,0,1.3,1,10,4,1,0,1,1,1,1,1,1,power_outage,2024,2,33,other_hypoxemia,28,5,1,2,0,762.0,39.0,1,solar,0
6660,referral_hospital,O2_0126,peri_urban,326,1,1,1,1,cylinder_piped,0,0,8.6,1,16,3,9,0,1,1,0,1,1,0,not_applicable,2022,12,40,neonatal_respiratory,34,6,1,3,0,1003.0,4.0,1,solar,3
6661,referral_hospital,O2_0065,rural,190,1,1,1,1,oxygen_concentrator,5,4,1.8,1,16,2,1,0,1,0,0,1,1,0,not_applicable,2022,6,32,neonatal_respiratory,26,6,0,2,0,792.0,34.0,1,grid_reliable,6
6662,referral_hospital,O2_0157,urban,206,1,1,1,1,oxygen_concentrator,4,2,0.2,1,16,5,3,0,1,1,1,1,0,0,not_applicable,2023,6,40,other_hypoxemia,40,0,0,0,0,799.0,7.0,0,grid_reliable,6
6663,referral_hospital,O2_0180,peri_urban,304,1,1,1,1,PSA_plant_onsite,0,0,0.6,1,7,9,1,1,1,0,0,1,1,0,not_applicable,2022,7,37,pneumonia_child,26,11,1,7,0,919.0,11.0,1,grid_reliable,6
6664,referral_hospital,O2_0165,urban,229,1,1,1,1,oxygen_concentrator,2,1,5.6,1,13,6,3,0,1,0,0,1,0,0,not_applicable,2023,8,40,surgical_anaesthesia,28,12,1,4,0,714.0,18.0,1,grid_reliable,4
6665,referral_hospital,O2_0179,peri_urban,242,1,1,1,1,PSA_plant_onsite,8,4,10.9,1,15,4,0,1,1,0,0,1,1,0,not_applicable,2023,11,30,COVID19_severe,23,7,1,2,0,769.0,29.0,1,grid_reliable,1
6666,referral_hospital,O2_0189,urban,219,1,1,1,1,oxygen_concentrator,4,1,0.7,1,9,3,15,0,1,1,1,0,0,6,concentrator_malfunction,2023,9,50,sepsis,0,50,0,17,8,674.0,13.0,1,generator_only,7
6667,referral_hospital,O2_0172,urban,293,1,1,1,1,cylinder_piped,0,0,1.4,1,9,4,6,0,1,1,1,1,0,3,power_outage,2023,8,42,pneumonia_child,37,5,0,3,0,918.0,25.0,1,grid_reliable,10
6668,referral_hospital,O2_0156,peri_urban,267,1,1,1,1,LOX_bulk_tank,0,0,1.4,1,10,4,10,0,1,1,1,1,1,0,not_applicable,2024,7,47,COVID19_severe,47,0,1,0,0,624.0,11.0,1,grid_reliable,6
6669,referral_hospital,O2_0119,urban,264,1,1,1,1,LOX_bulk_tank,5,2,1.9,1,13,5,0,0,1,1,0,0,0,6,piping_system_leak,2022,1,40,asthma_severe,0,40,0,15,9,676.0,20.0,0,solar,1
6670,referral_hospital,O2_0095,peri_urban,206,1,1,1,1,cylinder_piped,5,3,1.1,1,10,5,0,0,1,0,0,1,1,0,not_applicable,2024,10,41,pneumonia_child,37,4,1,2,0,708.0,39.0,1,grid_reliable,3
6671,referral_hospital,O2_0196,urban,161,1,1,1,1,cylinder_piped,0,0,7.0,1,9,7,10,0,1,0,0,1,0,0,not_applicable,2022,4,46,severe_malaria,37,9,0,5,0,763.0,6.0,1,grid_reliable,2
6672,referral_hospital,O2_0176,peri_urban,246,1,1,1,1,cylinder_piped,4,2,0.5,1,11,3,3,0,1,1,0,1,1,0,not_applicable,2023,3,23,heart_failure,15,8,1,1,0,920.0,6.0,1,grid_unreliable,2
6673,referral_hospital,O2_0114,urban,268,1,1,1,1,LOX_bulk_tank,5,3,0.8,1,8,4,17,0,1,1,1,1,0,2,cylinder_delivery_delay,2024,2,44,neonatal_respiratory,23,21,1,8,0,825.0,40.0,1,none,2
6674,referral_hospital,O2_0169,peri_urban,273,1,1,1,1,PSA_plant_onsite,0,0,0.2,1,11,3,12,1,1,1,1,1,1,0,not_applicable,2022,1,43,neonatal_respiratory,29,14,1,6,0,921.0,13.0,1,grid_unreliable,1
6675,referral_hospital,O2_0040,peri_urban,212,1,1,1,1,LOX_bulk_tank,0,0,5.2,1,5,2,20,0,1,1,0,1,1,0,not_applicable,2023,2,42,asthma_severe,36,6,1,5,0,804.0,4.0,1,grid_unreliable,8
6676,referral_hospital,O2_0168,peri_urban,260,1,1,1,1,PSA_plant_onsite,0,0,4.7,1,12,5,16,1,1,1,0,1,0,0,not_applicable,2024,11,37,pneumonia_child,37,0,1,0,0,969.0,37.0,1,grid_reliable,0
6677,referral_hospital,O2_0180,urban,301,1,1,1,1,PSA_plant_onsite,0,0,1.4,1,4,2,0,1,1,1,1,1,1,6,demand_surge,2022,12,47,COVID19_severe,38,9,0,1,0,1045.0,16.0,1,grid_unreliable,9
6678,referral_hospital,O2_0142,rural,268,1,1,1,1,cylinder_portable,0,0,2.9,1,9,5,2,0,1,1,1,1,1,0,not_applicable,2022,4,44,severe_malaria,43,1,0,0,0,515.0,15.0,1,grid_reliable,0
6679,referral_hospital,O2_0123,urban,244,1,1,1,1,PSA_plant_onsite,0,0,1.7,1,5,5,6,0,1,1,0,1,1,6,demand_surge,2022,6,43,neonatal_respiratory,41,2,1,1,0,846.0,6.0,1,grid_unreliable,10
6680,referral_hospital,O2_0024,rural,243,1,1,1,1,LOX_bulk_tank,0,0,6.9,1,13,6,18,0,1,1,1,1,1,0,not_applicable,2024,7,29,neonatal_respiratory,25,4,1,3,0,943.0,14.0,0,grid_reliable,2
6681,referral_hospital,O2_0197,urban,258,1,1,1,1,PSA_plant_onsite,0,0,18.1,1,8,6,0,0,1,1,1,1,1,0,not_applicable,2023,2,43,heart_failure,25,18,1,8,0,1024.0,18.0,1,grid_unreliable,6
6682,referral_hospital,O2_0129,peri_urban,211,1,1,1,1,PSA_plant_onsite,1,0,7.5,1,13,6,4,1,1,1,0,1,1,0,not_applicable,2021,11,41,pneumonia_child,35,6,1,3,0,839.0,5.0,1,grid_reliable,9
6683,referral_hospital,O2_0064,rural,225,1,1,1,1,oxygen_concentrator,2,1,0.1,1,3,2,1,0,1,1,1,1,1,1,power_outage,2022,1,50,pneumonia_child,29,21,1,8,0,854.0,15.0,1,generator_only,3
6684,referral_hospital,O2_0050,peri_urban,298,1,1,1,1,PSA_plant_onsite,0,0,0.1,1,13,3,1,1,1,1,1,1,0,0,not_applicable,2022,7,36,pneumonia_child,24,12,1,7,0,777.0,15.0,1,generator_only,5
6685,referral_hospital,O2_0140,peri_urban,205,1,1,1,1,cylinder_piped,7,5,2.3,1,7,7,17,0,1,1,1,0,0,7,no_oxygen_source,2024,10,40,trauma,0,40,0,14,15,784.0,23.0,1,grid_unreliable,5
6686,referral_hospital,O2_0087,peri_urban,242,1,1,1,1,PSA_plant_onsite,4,2,3.1,1,15,5,7,0,1,1,1,1,0,0,not_applicable,2022,2,44,neonatal_respiratory,35,9,0,4,0,804.0,4.0,1,grid_unreliable,2
6687,referral_hospital,O2_0110,urban,254,1,1,1,1,oxygen_concentrator,5,3,1.8,1,6,3,2,0,1,0,0,1,1,1,concentrator_malfunction,2023,12,38,severe_malaria,31,7,1,4,0,685.0,27.0,1,grid_unreliable,8
6688,referral_hospital,O2_0071,urban,277,1,1,1,1,PSA_plant_onsite,0,0,0.2,1,13,2,4,1,1,1,0,1,1,0,not_applicable,2022,9,33,neonatal_respiratory,26,7,0,2,0,531.0,36.0,1,grid_unreliable,17
6689,referral_hospital,O2_0023,urban,302,1,1,1,1,oxygen_concentrator,2,1,4.5,1,11,10,0,0,1,1,1,1,0,0,not_applicable,2024,11,42,pneumonia_child,27,15,1,7,0,748.0,3.0,1,generator_only,5
6690,referral_hospital,O2_0068,urban,296,1,1,1,1,oxygen_concentrator,9,6,4.2,1,7,5,9,0,1,1,0,1,0,7,demand_surge,2022,1,41,trauma,41,0,1,0,0,822.0,6.0,1,grid_unreliable,1
6691,referral_hospital,O2_0056,urban,212,1,1,1,1,PSA_plant_onsite,0,0,4.3,1,21,8,8,0,1,1,1,1,1,0,not_applicable,2021,3,44,COVID19_severe,29,15,1,3,0,983.0,3.0,1,grid_reliable,7
6692,referral_hospital,O2_0120,urban,264,1,1,1,1,LOX_bulk_tank,4,3,0.4,1,10,6,8,0,1,1,1,1,1,3,PSA_plant_breakdown,2024,3,47,surgical_anaesthesia,30,17,0,7,0,731.0,11.0,1,grid_unreliable,0
6693,referral_hospital,O2_0053,rural,304,1,1,1,1,PSA_plant_onsite,0,0,11.2,1,14,2,0,1,1,1,1,1,1,0,not_applicable,2024,3,46,sepsis,38,8,0,5,0,1010.0,9.0,0,solar,15
6694,referral_hospital,O2_0092,peri_urban,294,1,1,1,1,LOX_bulk_tank,0,0,2.6,1,9,3,4,0,1,0,0,1,1,0,not_applicable,2024,4,39,neonatal_respiratory,31,8,0,1,0,552.0,0.0,1,grid_reliable,0
6695,referral_hospital,O2_0102,urban,227,1,1,1,1,LOX_bulk_tank,4,2,0.5,1,7,4,0,0,1,1,1,0,0,25,PSA_plant_breakdown,2022,10,42,pneumonia_child,0,42,0,16,27,855.0,0.0,1,grid_unreliable,0
6696,referral_hospital,O2_0088,urban,289,1,1,1,1,PSA_plant_onsite,0,0,0.4,1,10,6,2,0,1,1,1,1,1,0,not_applicable,2022,10,40,neonatal_respiratory,22,18,0,5,0,1051.0,1.0,1,solar,12
6697,referral_hospital,O2_0132,urban,276,1,1,1,1,LOX_bulk_tank,0,0,2.0,1,8,2,0,0,1,1,1,0,0,21,piping_system_leak,2023,11,48,pneumonia_adult,0,48,0,17,16,834.0,7.0,1,grid_reliable,3
6698,referral_hospital,O2_0190,rural,228,1,1,1,1,LOX_bulk_tank,0,0,0.3,1,8,2,4,0,1,1,1,1,1,15,cylinder_delivery_delay,2023,5,50,neonatal_respiratory,40,10,0,2,0,817.0,30.0,1,none,6
6699,referral_hospital,O2_0016,rural,155,1,1,1,1,LOX_bulk_tank,0,0,3.9,1,8,3,1,0,1,1,0,1,0,0,not_applicable,2023,2,48,neonatal_respiratory,30,18,1,5,0,614.0,2.0,1,grid_unreliable,0
6700,referral_hospital,O2_0147,peri_urban,300,1,1,1,1,PSA_plant_onsite,0,0,1.1,1,6,10,0,1,1,1,1,1,1,0,not_applicable,2023,11,40,pneumonia_adult,39,1,1,1,0,736.0,13.0,0,solar,1
6701,referral_hospital,O2_0053,peri_urban,186,1,1,1,1,cylinder_piped,0,0,0.2,1,19,1,3,0,1,1,1,1,1,0,not_applicable,2022,8,48,heart_failure,41,7,0,4,0,706.0,7.0,1,grid_reliable,5
6702,referral_hospital,O2_0149,peri_urban,250,1,1,1,1,PSA_plant_onsite,0,0,2.4,1,7,3,1,0,1,0,0,0,0,10,PSA_plant_breakdown,2022,10,38,neonatal_respiratory,0,38,0,14,11,723.0,27.0,0,grid_reliable,5
6703,referral_hospital,O2_0046,urban,306,1,1,1,1,PSA_plant_onsite,6,3,0.5,1,9,2,2,1,1,0,0,0,0,17,concentrator_malfunction,2021,1,43,pneumonia_child,0,43,0,16,24,769.0,12.0,1,grid_reliable,9
6704,referral_hospital,O2_0126,peri_urban,222,1,1,1,1,LOX_bulk_tank,0,0,7.9,1,9,5,0,0,1,1,1,1,1,0,not_applicable,2023,3,36,neonatal_respiratory,29,7,1,2,0,613.0,1.0,1,grid_reliable,0
6705,referral_hospital,O2_0051,urban,274,1,1,1,1,oxygen_concentrator,2,2,6.7,1,12,7,4,0,1,1,1,0,0,1,concentrator_malfunction,2021,7,45,pneumonia_child,0,45,0,18,16,691.0,14.0,0,grid_reliable,10
6706,referral_hospital,O2_0010,peri_urban,272,1,1,1,1,LOX_bulk_tank,0,0,1.1,1,9,7,2,0,1,1,1,1,1,0,not_applicable,2024,11,42,neonatal_respiratory,37,5,0,2,0,780.0,24.0,1,grid_reliable,6
6707,referral_hospital,O2_0098,peri_urban,276,1,1,1,1,PSA_plant_onsite,3,2,0.9,1,11,7,5,0,1,1,0,1,1,0,not_applicable,2024,3,41,pneumonia_adult,26,15,1,1,0,874.0,18.0,1,grid_unreliable,3
6708,referral_hospital,O2_0065,urban,251,1,1,1,1,PSA_plant_onsite,0,0,5.0,1,10,0,4,0,1,1,1,1,1,0,not_applicable,2023,9,44,severe_malaria,31,13,1,4,0,1013.0,3.0,0,grid_reliable,4
6709,referral_hospital,O2_0067,urban,258,1,1,1,1,oxygen_concentrator,6,2,2.4,1,7,1,18,0,1,1,1,0,0,1,PSA_plant_breakdown,2023,9,32,asthma_severe,0,32,0,15,6,593.0,6.0,1,grid_unreliable,0
6710,referral_hospital,O2_0120,urban,266,1,1,1,1,cylinder_piped,0,0,2.2,1,16,6,0,0,1,0,0,0,0,2,power_outage,2023,11,35,pneumonia_child,0,35,0,15,8,672.0,3.0,1,grid_reliable,9
6711,referral_hospital,O2_0074,rural,249,1,1,1,1,LOX_bulk_tank,0,0,5.9,1,11,1,2,0,1,1,1,1,1,0,not_applicable,2023,3,41,severe_malaria,40,1,1,0,0,647.0,11.0,1,solar,4
6712,referral_hospital,O2_0055,urban,227,1,1,1,1,LOX_bulk_tank,0,0,0.0,1,14,3,1,0,1,1,1,1,0,0,not_applicable,2024,2,38,severe_malaria,26,12,0,6,0,783.0,9.0,1,grid_unreliable,0
6713,referral_hospital,O2_0126,peri_urban,304,1,1,1,1,LOX_bulk_tank,6,1,0.2,1,15,6,0,0,1,1,1,1,0,0,not_applicable,2024,1,40,neonatal_respiratory,40,0,1,0,0,791.0,3.0,1,none,0
6714,referral_hospital,O2_0040,peri_urban,235,1,1,1,1,cylinder_piped,0,0,0.3,1,11,6,4,0,1,1,1,1,1,0,not_applicable,2024,4,35,sepsis,27,8,1,4,0,721.0,0.0,1,grid_reliable,5
6715,referral_hospital,O2_0035,peri_urban,227,1,1,1,1,cylinder_piped,5,3,7.3,1,11,5,6,0,1,0,0,0,0,9,piping_system_leak,2024,7,48,pneumonia_adult,0,48,0,20,1,847.0,7.0,1,grid_unreliable,0
6716,referral_hospital,O2_0074,peri_urban,197,1,1,1,1,PSA_plant_onsite,0,0,1.6,1,5,9,11,0,1,1,1,1,1,4,concentrator_malfunction,2021,9,26,surgical_anaesthesia,26,0,1,0,0,790.0,4.0,1,generator_only,0
6717,referral_hospital,O2_0005,urban,289,1,1,1,1,LOX_bulk_tank,7,2,6.4,1,13,4,3,0,1,1,1,1,1,0,not_applicable,2024,10,43,pneumonia_child,43,0,1,0,0,583.0,8.0,0,grid_reliable,1
6718,referral_hospital,O2_0058,urban,211,1,1,1,1,PSA_plant_onsite,7,3,0.7,1,6,11,1,0,1,1,1,1,1,0,not_applicable,2024,10,50,pneumonia_adult,38,12,0,4,0,771.0,1.0,1,grid_reliable,8
6719,referral_hospital,O2_0102,urban,321,1,1,1,1,PSA_plant_onsite,3,1,5.7,1,6,4,4,0,1,0,0,1,1,9,PSA_plant_breakdown,2022,1,45,surgical_anaesthesia,25,20,1,11,0,900.0,4.0,1,generator_only,1
6720,referral_hospital,O2_0137,urban,197,1,1,1,1,oxygen_concentrator,6,3,5.4,1,10,9,1,0,1,1,1,1,0,0,not_applicable,2024,7,41,trauma,27,14,1,4,0,922.0,16.0,1,grid_unreliable,5
6721,referral_hospital,O2_0172,urban,243,1,1,1,1,PSA_plant_onsite,0,0,3.3,1,7,3,6,1,1,1,1,1,1,15,PSA_plant_breakdown,2023,3,34,asthma_severe,31,3,0,3,0,744.0,2.0,1,grid_unreliable,0
6722,referral_hospital,O2_0139,urban,211,1,1,1,1,PSA_plant_onsite,6,4,1.9,1,8,7,6,1,1,1,0,1,0,0,not_applicable,2024,4,45,pneumonia_child,45,0,0,0,0,782.0,2.0,0,grid_reliable,4
6723,referral_hospital,O2_0158,urban,205,1,1,1,1,LOX_bulk_tank,0,0,0.8,1,13,6,4,0,1,0,0,1,1,0,not_applicable,2024,4,45,pneumonia_adult,43,2,1,1,0,954.0,4.0,1,grid_unreliable,6
6724,referral_hospital,O2_0154,rural,231,1,1,1,1,cylinder_piped,0,0,5.1,1,8,5,5,0,1,1,1,0,0,5,PSA_plant_breakdown,2024,10,35,pneumonia_child,0,35,0,15,15,784.0,5.0,1,solar,4
6725,referral_hospital,O2_0026,urban,253,1,1,1,1,LOX_bulk_tank,0,0,3.1,1,7,2,4,0,1,1,0,1,1,5,cylinder_delivery_delay,2024,6,40,trauma,38,2,1,0,0,620.0,8.0,1,generator_only,2
6726,referral_hospital,O2_0016,urban,253,1,1,1,1,LOX_bulk_tank,0,0,0.7,1,7,0,24,0,1,1,1,0,0,9,PSA_plant_breakdown,2021,7,40,neonatal_respiratory,0,40,0,18,13,957.0,56.0,1,grid_reliable,6
6727,referral_hospital,O2_0081,peri_urban,299,1,1,1,1,LOX_bulk_tank,11,9,0.2,1,8,7,2,0,1,1,1,0,0,23,PSA_plant_breakdown,2024,10,50,pneumonia_adult,0,50,0,24,11,800.0,3.0,1,grid_reliable,0
6728,referral_hospital,O2_0001,rural,261,1,1,1,1,cylinder_piped,0,0,7.2,1,11,3,1,0,1,1,1,1,1,0,not_applicable,2024,4,39,COVID19_severe,20,19,0,4,0,494.0,14.0,1,generator_only,6
6729,referral_hospital,O2_0158,peri_urban,241,1,1,1,1,oxygen_concentrator,3,1,6.0,1,12,8,3,0,1,0,0,1,0,0,not_applicable,2023,10,32,heart_failure,27,5,1,1,0,1158.0,36.0,1,grid_unreliable,2
6730,referral_hospital,O2_0024,rural,248,1,1,1,1,LOX_bulk_tank,0,0,0.9,1,6,0,4,0,1,0,0,0,0,10,power_outage,2024,5,37,other_hypoxemia,0,37,0,15,8,633.0,37.0,1,grid_reliable,1
6731,referral_hospital,O2_0084,urban,167,1,1,1,1,cylinder_piped,0,0,0.0,1,14,4,0,0,1,1,0,1,0,12,demand_surge,2024,10,51,neonatal_respiratory,42,9,0,3,0,691.0,6.0,0,solar,7
6732,referral_hospital,O2_0106,urban,228,1,1,1,1,cylinder_piped,0,0,0.1,1,11,6,11,0,1,1,1,1,1,0,not_applicable,2023,3,36,pneumonia_child,30,6,1,3,0,919.0,1.0,1,grid_reliable,5
6733,referral_hospital,O2_0136,peri_urban,270,1,1,1,1,oxygen_concentrator,7,4,2.9,1,6,2,8,0,1,0,0,0,0,24,PSA_plant_breakdown,2023,8,49,pneumonia_child,0,49,0,20,12,681.0,4.0,1,grid_unreliable,13
6734,referral_hospital,O2_0095,urban,254,1,1,1,1,LOX_bulk_tank,3,1,5.0,1,13,8,8,0,1,1,0,0,0,4,funding_for_refill,2024,6,52,pneumonia_child,0,52,0,19,10,865.0,21.0,0,generator_only,2
6735,referral_hospital,O2_0034,urban,264,1,1,1,1,LOX_bulk_tank,0,0,0.9,1,12,3,3,0,1,0,0,1,1,0,not_applicable,2022,11,30,neonatal_respiratory,27,3,1,0,0,945.0,5.0,1,grid_reliable,12
6736,referral_hospital,O2_0019,urban,219,1,1,1,1,cylinder_piped,3,2,1.7,1,5,4,4,0,1,0,0,1,1,0,not_applicable,2023,4,38,COPD_exacerbation,38,0,1,0,0,655.0,0.0,1,grid_reliable,5
6737,referral_hospital,O2_0186,urban,269,1,1,1,1,cylinder_portable,0,0,2.1,1,14,5,2,0,1,1,1,1,1,0,not_applicable,2024,5,35,neonatal_respiratory,30,5,1,2,0,722.0,9.0,1,grid_reliable,0
6738,referral_hospital,O2_0106,peri_urban,287,1,1,1,1,LOX_bulk_tank,0,0,5.8,1,16,7,7,0,1,0,0,1,0,4,demand_surge,2021,4,44,severe_malaria,27,17,1,6,0,640.0,26.0,1,solar,5
6739,referral_hospital,O2_0190,peri_urban,215,1,1,1,1,LOX_bulk_tank,0,0,1.0,1,6,5,2,0,1,1,1,1,0,0,not_applicable,2021,5,33,pneumonia_child,25,8,1,2,0,1039.0,47.0,1,grid_reliable,0
6740,referral_hospital,O2_0175,peri_urban,281,1,1,1,1,PSA_plant_onsite,0,0,4.0,1,9,3,0,1,1,1,0,1,0,0,not_applicable,2022,5,42,other_hypoxemia,41,1,1,0,0,876.0,22.0,1,grid_unreliable,1
6741,referral_hospital,O2_0156,peri_urban,319,1,1,1,1,LOX_bulk_tank,0,0,2.1,1,9,6,9,0,1,1,1,1,1,0,not_applicable,2021,7,40,COVID19_severe,25,15,1,8,0,962.0,11.0,1,grid_unreliable,2
6742,referral_hospital,O2_0095,peri_urban,241,1,1,1,1,oxygen_concentrator,8,5,1.6,1,5,8,0,0,1,1,1,1,1,0,not_applicable,2022,5,43,asthma_severe,37,6,1,2,0,835.0,34.0,1,grid_reliable,3
6743,referral_hospital,O2_0178,urban,302,1,1,1,1,LOX_bulk_tank,0,0,7.6,1,10,1,3,0,1,1,1,1,0,0,not_applicable,2023,8,36,surgical_anaesthesia,27,9,1,4,0,816.0,25.0,1,grid_reliable,3
6744,referral_hospital,O2_0095,urban,247,1,1,1,1,oxygen_concentrator,7,5,1.4,1,15,4,4,0,1,1,1,1,0,0,not_applicable,2023,2,39,surgical_anaesthesia,38,1,1,0,0,736.0,23.0,1,grid_unreliable,3
6745,referral_hospital,O2_0180,urban,210,1,1,1,1,oxygen_concentrator,4,2,0.4,1,9,4,5,0,1,1,1,1,1,0,not_applicable,2023,4,36,pneumonia_child,31,5,0,2,0,1025.0,28.0,1,grid_reliable,2
6746,referral_hospital,O2_0095,urban,301,1,1,1,1,cylinder_portable,0,0,1.4,1,9,3,1,0,1,1,1,1,1,1,cylinder_delivery_delay,2024,6,40,pneumonia_child,34,6,0,4,0,864.0,14.0,0,grid_reliable,14
6747,referral_hospital,O2_0003,peri_urban,259,1,1,1,1,cylinder_piped,0,0,0.1,1,11,7,1,0,1,1,1,1,1,0,not_applicable,2021,5,52,pneumonia_adult,29,23,1,6,0,758.0,19.0,1,none,9
6748,referral_hospital,O2_0022,peri_urban,184,1,1,1,1,oxygen_concentrator,6,4,0.3,1,7,3,6,0,1,1,1,1,0,0,not_applicable,2023,2,36,severe_malaria,22,14,1,7,0,692.0,14.0,1,generator_only,4
6749,referral_hospital,O2_0112,peri_urban,237,1,1,1,1,cylinder_piped,7,4,7.1,1,8,8,2,0,1,1,1,1,1,0,not_applicable,2024,1,32,pneumonia_child,15,17,1,6,0,1122.0,9.0,0,generator_only,3
6750,referral_hospital,O2_0181,urban,269,1,1,1,1,cylinder_piped,0,0,3.5,1,10,6,4,0,1,1,1,0,0,1,no_oxygen_source,2023,9,44,pneumonia_child,0,44,0,15,16,694.0,9.0,1,grid_reliable,0
6751,referral_hospital,O2_0069,urban,266,1,1,1,1,LOX_bulk_tank,4,1,7.4,1,9,9,6,0,1,1,0,1,1,0,not_applicable,2024,2,33,pneumonia_child,23,10,0,3,0,358.0,5.0,1,grid_unreliable,8
6752,referral_hospital,O2_0115,urban,288,1,1,1,1,PSA_plant_onsite,0,0,0.3,1,8,1,5,1,1,1,0,1,1,4,PSA_plant_breakdown,2024,4,38,COVID19_severe,30,8,0,3,0,909.0,5.0,0,solar,3
6753,referral_hospital,O2_0101,urban,282,1,1,1,1,cylinder_piped,0,0,0.2,1,8,0,2,0,1,1,1,1,1,0,not_applicable,2022,4,42,neonatal_respiratory,37,5,1,1,0,601.0,2.0,1,grid_unreliable,0
6754,referral_hospital,O2_0137,rural,193,1,1,1,1,cylinder_piped,0,0,5.0,1,12,6,9,0,1,1,1,1,0,0,not_applicable,2023,4,35,COVID19_severe,23,12,0,2,0,835.0,10.0,1,grid_unreliable,0
6755,referral_hospital,O2_0066,rural,282,1,1,1,1,PSA_plant_onsite,0,0,1.5,1,6,5,4,0,1,0,0,1,0,0,not_applicable,2021,7,36,surgical_anaesthesia,30,6,0,1,0,818.0,31.0,1,generator_only,1
6756,referral_hospital,O2_0176,urban,283,1,1,1,1,oxygen_concentrator,6,6,3.6,1,8,6,0,0,1,1,0,1,0,0,not_applicable,2023,6,44,COVID19_severe,30,14,1,11,0,734.0,58.0,1,grid_unreliable,10
6757,referral_hospital,O2_0017,urban,273,1,1,1,1,LOX_bulk_tank,0,0,0.5,1,12,7,11,0,1,1,1,1,1,0,not_applicable,2022,8,45,COVID19_severe,39,6,1,1,0,1126.0,22.0,1,solar,7
6758,referral_hospital,O2_0006,urban,240,1,1,1,1,oxygen_concentrator,3,1,3.8,1,15,3,6,0,1,0,0,1,1,0,not_applicable,2024,7,24,heart_failure,18,6,0,2,0,644.0,19.0,1,grid_unreliable,4
6759,referral_hospital,O2_0067,urban,297,1,1,1,1,cylinder_piped,0,0,1.9,1,10,4,4,0,1,1,1,1,0,5,cylinder_delivery_delay,2022,11,43,severe_malaria,37,6,1,4,0,719.0,20.0,1,grid_reliable,0
6760,referral_hospital,O2_0164,rural,209,1,1,1,1,LOX_bulk_tank,0,0,2.7,1,6,4,8,0,1,0,0,0,0,1,cylinder_delivery_delay,2022,1,40,pneumonia_child,0,40,0,13,9,971.0,12.0,1,grid_reliable,0
6761,referral_hospital,O2_0138,urban,304,1,1,1,1,LOX_bulk_tank,0,0,10.7,1,15,6,7,0,1,1,1,0,0,23,cylinder_delivery_delay,2022,12,57,neonatal_respiratory,0,57,0,16,22,853.0,1.0,1,grid_reliable,4
6762,referral_hospital,O2_0185,urban,216,1,1,1,1,LOX_bulk_tank,0,0,0.8,1,12,1,7,0,1,1,1,1,1,0,not_applicable,2023,6,46,neonatal_respiratory,45,1,1,0,0,699.0,0.0,1,solar,3
6763,referral_hospital,O2_0053,urban,274,1,1,1,1,oxygen_concentrator,7,3,0.2,1,10,5,4,0,1,1,0,1,0,0,not_applicable,2024,6,38,sepsis,17,21,1,9,0,1043.0,102.0,0,grid_reliable,4
6764,referral_hospital,O2_0159,peri_urban,282,1,1,1,1,LOX_bulk_tank,0,0,2.8,1,9,8,3,0,1,0,0,0,0,1,empty_cylinders_not_collected,2021,12,47,pneumonia_adult,0,47,0,12,11,985.0,7.0,1,grid_reliable,4
6765,referral_hospital,O2_0011,urban,281,1,1,1,1,LOX_bulk_tank,0,0,1.6,1,12,6,25,0,1,1,1,0,0,6,concentrator_malfunction,2023,3,47,pneumonia_adult,0,47,0,17,8,836.0,12.0,1,generator_only,6
6766,referral_hospital,O2_0078,urban,280,1,1,1,1,PSA_plant_onsite,0,0,4.4,1,16,4,0,1,1,1,1,1,1,0,not_applicable,2022,8,30,COPD_exacerbation,23,7,0,0,0,816.0,17.0,1,grid_reliable,0
6767,referral_hospital,O2_0082,urban,216,1,1,1,1,cylinder_portable,0,0,0.7,1,11,6,1,0,1,1,1,0,0,30,PSA_plant_breakdown,2022,3,29,pneumonia_child,0,29,0,10,6,847.0,3.0,1,grid_unreliable,2
6768,referral_hospital,O2_0032,urban,222,1,1,1,1,PSA_plant_onsite,0,0,0.3,1,11,4,0,1,1,1,1,1,1,0,not_applicable,2023,12,28,severe_malaria,24,4,0,2,0,974.0,11.0,0,generator_only,0
6769,referral_hospital,O2_0050,urban,286,1,1,1,1,PSA_plant_onsite,0,0,0.8,1,18,4,5,1,1,1,1,1,1,0,not_applicable,2022,12,46,severe_malaria,30,16,0,4,0,807.0,18.0,1,grid_reliable,2
6770,referral_hospital,O2_0188,urban,200,1,1,1,1,cylinder_piped,0,0,4.6,1,10,6,0,0,1,1,0,1,1,3,empty_cylinders_not_collected,2022,7,36,pneumonia_adult,30,6,1,2,0,743.0,23.0,1,grid_reliable,8
6771,referral_hospital,O2_0078,urban,224,1,1,1,1,PSA_plant_onsite,0,0,1.7,1,7,6,7,0,1,1,1,1,0,0,not_applicable,2024,4,35,pneumonia_child,29,6,0,3,0,559.0,16.0,1,generator_only,10
6772,referral_hospital,O2_0164,peri_urban,231,1,1,1,1,PSA_plant_onsite,9,4,7.2,1,9,5,0,1,1,1,1,1,1,0,not_applicable,2022,5,38,heart_failure,32,6,1,3,0,751.0,8.0,1,grid_reliable,7
6773,referral_hospital,O2_0177,peri_urban,229,1,1,1,1,oxygen_concentrator,3,1,7.1,1,8,5,0,0,1,1,1,1,1,0,not_applicable,2024,10,40,pneumonia_adult,34,6,1,4,0,637.0,5.0,1,grid_reliable,1
6774,referral_hospital,O2_0014,peri_urban,240,1,1,1,1,LOX_bulk_tank,0,0,0.9,1,13,5,0,0,1,1,1,1,1,0,not_applicable,2023,10,33,COPD_exacerbation,23,10,1,4,0,766.0,29.0,1,generator_only,7
6775,referral_hospital,O2_0067,urban,210,1,1,1,1,oxygen_concentrator,4,2,3.2,1,9,10,0,0,1,1,0,0,0,1,demand_surge,2022,2,35,severe_malaria,0,35,0,13,6,589.0,1.0,1,generator_only,10
6776,referral_hospital,O2_0063,urban,302,1,1,1,1,PSA_plant_onsite,3,1,0.9,1,13,11,5,1,1,1,0,1,1,0,not_applicable,2024,12,39,heart_failure,23,16,1,6,0,738.0,11.0,1,grid_reliable,7
6777,referral_hospital,O2_0180,peri_urban,257,1,1,1,1,PSA_plant_onsite,0,0,2.3,1,11,8,8,0,1,1,1,1,1,0,not_applicable,2022,2,44,severe_malaria,44,0,0,0,0,725.0,10.0,1,generator_only,9
6778,referral_hospital,O2_0156,urban,307,1,1,1,1,cylinder_portable,13,10,2.8,1,14,3,2,0,1,1,1,1,1,0,not_applicable,2024,12,43,pneumonia_child,39,4,1,0,0,847.0,5.0,1,grid_reliable,5
6779,referral_hospital,O2_0041,peri_urban,230,1,1,1,1,PSA_plant_onsite,0,0,3.7,1,6,4,1,0,1,1,0,1,1,9,cylinder_delivery_delay,2023,2,35,pneumonia_adult,35,0,1,0,0,517.0,23.0,0,grid_reliable,6
6780,referral_hospital,O2_0199,urban,177,1,1,1,1,cylinder_portable,0,0,3.0,1,6,6,5,0,1,1,1,1,1,0,not_applicable,2023,6,49,pneumonia_child,44,5,1,2,0,986.0,30.0,1,solar,0
6781,referral_hospital,O2_0091,urban,280,1,1,1,1,LOX_bulk_tank,0,0,6.2,1,12,5,4,0,1,1,1,1,0,0,not_applicable,2023,12,43,pneumonia_adult,31,12,1,5,0,459.0,0.0,1,grid_unreliable,5
6782,referral_hospital,O2_0094,urban,248,1,1,1,1,LOX_bulk_tank,0,0,2.9,1,13,5,6,0,1,0,0,1,1,0,not_applicable,2023,4,34,severe_malaria,33,1,1,0,0,921.0,2.0,1,grid_reliable,2
6783,referral_hospital,O2_0038,rural,223,1,1,1,1,cylinder_piped,0,0,3.9,1,7,6,1,0,1,1,1,1,1,0,not_applicable,2022,11,36,COPD_exacerbation,29,7,1,2,0,776.0,20.0,0,grid_reliable,0
6784,referral_hospital,O2_0032,urban,198,1,1,1,1,oxygen_concentrator,4,2,0.7,1,12,6,2,0,1,1,1,1,1,0,not_applicable,2023,10,34,COVID19_severe,28,6,1,3,0,894.0,48.0,1,grid_reliable,2
6785,referral_hospital,O2_0016,peri_urban,248,1,1,1,1,cylinder_piped,5,4,5.5,1,10,3,10,0,1,1,0,0,0,4,demand_surge,2024,9,35,heart_failure,0,35,0,12,8,612.0,14.0,1,grid_unreliable,0
6786,referral_hospital,O2_0096,urban,267,1,1,1,1,oxygen_concentrator,4,2,6.0,1,11,6,0,0,1,1,0,1,1,15,demand_surge,2022,4,44,surgical_anaesthesia,25,19,1,8,0,609.0,6.0,0,grid_reliable,2
6787,referral_hospital,O2_0150,urban,338,1,1,1,1,PSA_plant_onsite,0,0,4.4,1,15,4,5,1,1,1,1,1,1,0,not_applicable,2023,10,40,neonatal_respiratory,28,12,1,6,0,872.0,3.0,1,solar,4
6788,referral_hospital,O2_0085,urban,253,1,1,1,1,LOX_bulk_tank,0,0,4.1,1,10,6,6,0,1,1,0,1,1,0,not_applicable,2022,6,42,COVID19_severe,31,11,1,5,0,825.0,12.0,1,generator_only,3
6789,referral_hospital,O2_0191,rural,228,1,1,1,1,cylinder_piped,0,0,1.4,1,12,7,0,0,1,1,0,1,1,0,not_applicable,2023,3,27,asthma_severe,20,7,1,1,0,683.0,15.0,1,grid_reliable,22
6790,referral_hospital,O2_0153,urban,285,1,1,1,1,oxygen_concentrator,7,4,0.9,1,18,6,0,0,1,1,1,1,1,0,not_applicable,2024,3,32,surgical_anaesthesia,25,7,1,3,0,746.0,11.0,1,generator_only,0
6791,referral_hospital,O2_0149,urban,156,1,1,1,1,oxygen_concentrator,1,0,0.6,1,9,11,1,0,1,0,0,1,0,1,PSA_plant_breakdown,2023,3,37,sepsis,24,13,0,5,0,649.0,5.0,1,grid_reliable,20
6792,referral_hospital,O2_0028,urban,304,1,1,1,1,LOX_bulk_tank,9,9,4.0,1,8,9,2,0,1,1,1,0,0,3,PSA_plant_breakdown,2024,8,43,neonatal_respiratory,0,43,0,14,23,963.0,30.0,1,grid_unreliable,9
6793,referral_hospital,O2_0028,urban,246,1,1,1,1,PSA_plant_onsite,0,0,1.1,1,14,3,17,1,1,1,0,1,1,6,cylinder_delivery_delay,2024,8,36,surgical_anaesthesia,26,10,0,4,0,931.0,8.0,1,grid_unreliable,3
6794,referral_hospital,O2_0085,urban,130,1,1,1,1,cylinder_piped,0,0,1.5,1,7,6,13,0,1,1,0,1,0,0,not_applicable,2022,9,36,neonatal_respiratory,31,5,1,1,0,1163.0,1.0,1,grid_reliable,0
6795,referral_hospital,O2_0068,rural,184,1,1,1,1,LOX_bulk_tank,0,0,0.2,1,9,8,3,0,1,1,0,1,1,0,not_applicable,2024,12,40,severe_malaria,37,3,1,1,0,743.0,18.0,1,grid_reliable,2
6796,referral_hospital,O2_0135,urban,292,1,1,1,1,oxygen_concentrator,12,6,0.5,1,15,6,1,0,1,1,1,1,1,0,not_applicable,2024,1,29,COPD_exacerbation,25,4,1,2,0,657.0,10.0,1,grid_unreliable,14
6797,referral_hospital,O2_0074,urban,284,1,1,1,1,cylinder_piped,0,0,1.2,1,6,3,3,0,1,1,1,1,1,0,not_applicable,2024,2,47,surgical_anaesthesia,40,7,1,4,0,824.0,14.0,0,grid_reliable,2
6798,referral_hospital,O2_0184,rural,203,1,1,1,1,PSA_plant_onsite,0,0,3.1,1,12,6,14,0,1,1,1,1,1,1,power_outage,2021,11,34,pneumonia_child,26,8,0,2,0,689.0,6.0,1,grid_unreliable,0
6799,referral_hospital,O2_0174,urban,287,1,1,1,1,PSA_plant_onsite,0,0,2.7,1,6,5,1,1,1,1,0,0,0,11,cylinder_delivery_delay,2023,12,45,surgical_anaesthesia,0,45,0,21,12,936.0,1.0,1,solar,1
6800,referral_hospital,O2_0017,peri_urban,259,1,1,1,1,LOX_bulk_tank,0,0,13.1,1,8,7,3,0,1,1,1,1,1,5,cylinder_delivery_delay,2022,5,38,pneumonia_adult,37,1,1,1,0,382.0,3.0,1,grid_unreliable,0
6801,referral_hospital,O2_0166,rural,281,1,1,1,1,LOX_bulk_tank,0,0,3.5,1,11,8,10,0,1,1,1,0,0,14,power_outage,2022,2,41,severe_malaria,0,41,0,9,6,767.0,23.0,0,solar,2
6802,referral_hospital,O2_0152,urban,178,1,1,1,1,cylinder_piped,0,0,1.1,1,1,9,0,0,1,1,0,1,1,0,not_applicable,2024,5,45,asthma_severe,41,4,0,2,0,772.0,47.0,0,grid_reliable,2
6803,referral_hospital,O2_0121,peri_urban,264,1,1,1,1,LOX_bulk_tank,0,0,0.2,1,16,6,1,0,1,1,1,1,1,0,not_applicable,2024,1,40,neonatal_respiratory,32,8,1,3,0,902.0,15.0,1,grid_reliable,1
6804,referral_hospital,O2_0051,urban,278,1,1,1,1,LOX_bulk_tank,0,0,0.5,1,8,8,3,0,1,1,0,0,0,11,concentrator_malfunction,2021,3,42,trauma,0,42,0,13,27,834.0,10.0,1,grid_reliable,4
6805,referral_hospital,O2_0159,rural,215,1,1,1,1,PSA_plant_onsite,0,0,2.6,1,12,1,1,1,1,1,0,0,0,17,demand_surge,2024,1,42,trauma,0,42,0,18,11,951.0,21.0,1,solar,4
6806,referral_hospital,O2_0110,rural,233,1,1,1,1,LOX_bulk_tank,0,0,5.2,1,7,5,17,0,1,1,1,0,0,6,PSA_plant_breakdown,2023,5,39,sepsis,0,39,0,18,5,828.0,4.0,1,grid_unreliable,1
6807,referral_hospital,O2_0023,urban,256,1,1,1,1,PSA_plant_onsite,7,4,5.2,1,8,1,2,1,1,1,1,1,1,0,not_applicable,2024,5,44,neonatal_respiratory,34,10,1,3,0,856.0,47.0,1,grid_unreliable,4
6808,referral_hospital,O2_0139,urban,215,1,1,1,1,cylinder_piped,3,1,1.6,1,15,4,4,0,1,1,0,0,0,7,supplier_stockout,2023,11,28,COVID19_severe,0,28,0,14,5,862.0,8.0,1,grid_reliable,13
6809,referral_hospital,O2_0118,peri_urban,253,1,1,1,1,PSA_plant_onsite,6,2,2.1,1,7,4,16,1,1,1,1,1,0,0,not_applicable,2022,5,32,asthma_severe,27,5,1,3,0,719.0,15.0,1,grid_reliable,23
6810,referral_hospital,O2_0014,rural,283,1,1,1,1,PSA_plant_onsite,7,6,6.1,1,13,4,3,0,1,0,0,1,1,2,power_outage,2023,5,31,severe_malaria,30,1,1,0,0,640.0,0.0,1,grid_unreliable,4
6811,referral_hospital,O2_0108,peri_urban,219,1,1,1,1,LOX_bulk_tank,0,0,4.1,1,13,8,6,0,1,1,1,1,1,0,not_applicable,2024,3,42,neonatal_respiratory,42,0,0,0,0,609.0,31.0,1,grid_unreliable,4
6812,referral_hospital,O2_0134,urban,208,1,1,1,1,PSA_plant_onsite,0,0,2.5,1,8,4,9,0,1,1,0,1,0,0,not_applicable,2024,5,51,neonatal_respiratory,39,12,1,2,0,810.0,0.0,1,grid_unreliable,2
6813,referral_hospital,O2_0161,peri_urban,273,1,1,1,1,oxygen_concentrator,3,2,7.7,1,18,5,2,0,1,0,0,1,1,0,not_applicable,2021,8,34,trauma,15,19,0,4,0,841.0,45.0,1,grid_reliable,17
6814,referral_hospital,O2_0193,urban,244,1,1,1,1,PSA_plant_onsite,0,0,5.3,1,7,8,4,0,1,1,1,1,1,0,not_applicable,2022,10,47,pneumonia_adult,35,12,1,5,0,801.0,2.0,1,grid_unreliable,4
6815,referral_hospital,O2_0103,urban,297,1,1,1,1,PSA_plant_onsite,0,0,3.6,1,12,3,9,1,1,1,1,0,0,1,concentrator_malfunction,2023,7,34,pneumonia_child,0,34,0,10,9,1101.0,10.0,0,grid_unreliable,0
6816,referral_hospital,O2_0119,rural,247,1,1,1,1,PSA_plant_onsite,0,0,7.4,1,8,7,8,0,1,1,1,0,0,25,concentrator_malfunction,2021,4,37,sepsis,0,37,0,12,16,806.0,12.0,0,grid_reliable,5
6817,referral_hospital,O2_0128,urban,238,1,1,1,1,PSA_plant_onsite,0,0,3.4,1,10,7,15,1,1,1,1,1,1,0,not_applicable,2024,8,48,other_hypoxemia,39,9,1,4,0,710.0,4.0,0,grid_unreliable,1
6818,referral_hospital,O2_0056,rural,203,1,1,1,1,oxygen_concentrator,8,4,0.9,1,9,7,8,0,1,0,0,1,1,0,not_applicable,2024,10,32,surgical_anaesthesia,32,0,1,0,0,938.0,12.0,1,grid_reliable,3
6819,referral_hospital,O2_0183,urban,252,1,1,1,1,oxygen_concentrator,3,1,1.8,1,10,2,2,0,1,1,1,0,0,1,demand_surge,2024,8,42,sepsis,0,42,0,15,11,614.0,8.0,1,grid_unreliable,2
6820,referral_hospital,O2_0043,rural,203,1,1,1,1,LOX_bulk_tank,5,2,0.1,1,12,5,8,0,1,1,1,1,0,0,not_applicable,2022,1,49,surgical_anaesthesia,35,14,1,4,0,856.0,6.0,1,grid_unreliable,6
6821,referral_hospital,O2_0046,urban,280,1,1,1,1,cylinder_piped,0,0,1.4,1,9,2,1,0,1,1,0,1,1,15,PSA_plant_breakdown,2022,1,47,pneumonia_child,32,15,1,7,0,558.0,0.0,1,grid_unreliable,15
6822,referral_hospital,O2_0154,rural,258,1,1,1,1,oxygen_concentrator,4,2,6.2,1,8,8,4,0,1,1,0,1,1,0,not_applicable,2024,2,35,COVID19_severe,30,5,1,1,0,883.0,6.0,1,grid_reliable,3
6823,referral_hospital,O2_0011,peri_urban,247,1,1,1,1,oxygen_concentrator,6,4,3.2,1,9,1,3,0,1,0,0,1,0,0,not_applicable,2022,12,34,neonatal_respiratory,31,3,1,2,0,930.0,20.0,1,grid_unreliable,0
6824,referral_hospital,O2_0172,urban,209,1,1,1,1,LOX_bulk_tank,0,0,4.9,1,10,6,1,0,1,0,0,1,1,0,not_applicable,2024,12,43,heart_failure,33,10,1,2,0,664.0,19.0,1,solar,0
6825,referral_hospital,O2_0167,rural,230,1,1,1,1,LOX_bulk_tank,5,4,2.3,1,9,4,6,0,1,1,1,1,1,0,not_applicable,2021,8,30,pneumonia_child,18,12,1,4,0,793.0,21.0,1,grid_reliable,4
6826,referral_hospital,O2_0177,urban,268,1,1,1,1,cylinder_piped,11,8,2.6,1,11,8,0,0,1,1,1,0,0,23,regulator_valve_failure,2021,6,41,neonatal_respiratory,0,41,0,15,14,1031.0,13.0,0,grid_reliable,13
6827,referral_hospital,O2_0098,urban,325,1,1,1,1,oxygen_concentrator,7,5,2.0,1,15,3,7,0,1,1,1,1,0,0,not_applicable,2023,5,40,pneumonia_child,28,12,0,3,0,965.0,15.0,0,grid_reliable,10
6828,referral_hospital,O2_0192,urban,251,1,1,1,1,PSA_plant_onsite,0,0,4.2,1,15,4,7,1,1,1,1,0,0,2,PSA_plant_breakdown,2021,2,39,neonatal_respiratory,0,39,0,11,18,843.0,39.0,0,generator_only,2
6829,referral_hospital,O2_0028,urban,321,1,1,1,1,LOX_bulk_tank,4,2,3.0,1,9,8,16,0,1,1,1,1,1,0,not_applicable,2023,5,44,pneumonia_child,44,0,1,0,0,872.0,23.0,1,grid_reliable,1
6830,referral_hospital,O2_0024,urban,196,1,1,1,1,PSA_plant_onsite,0,0,11.5,1,12,6,6,1,1,1,1,1,1,0,not_applicable,2024,8,42,trauma,21,21,1,5,0,626.0,6.0,1,grid_unreliable,0
6831,referral_hospital,O2_0170,rural,308,1,1,1,1,oxygen_concentrator,3,3,2.7,1,10,6,2,0,1,1,0,1,1,0,not_applicable,2021,7,38,heart_failure,35,3,1,1,0,1114.0,0.0,1,none,3
6832,referral_hospital,O2_0049,urban,232,1,1,1,1,cylinder_piped,0,0,0.7,1,11,3,2,0,1,1,1,1,1,0,not_applicable,2024,3,42,surgical_anaesthesia,34,8,1,4,0,668.0,7.0,0,grid_reliable,25
6833,referral_hospital,O2_0185,peri_urban,265,1,1,1,1,PSA_plant_onsite,0,0,9.8,1,11,6,0,1,1,0,0,1,0,0,not_applicable,2023,2,29,pneumonia_adult,29,0,0,0,0,859.0,28.0,1,grid_reliable,5
6834,referral_hospital,O2_0133,urban,277,1,1,1,1,LOX_bulk_tank,0,0,1.4,1,9,7,3,0,1,1,1,1,1,0,not_applicable,2023,10,32,pneumonia_child,32,0,0,0,0,802.0,13.0,0,grid_reliable,9
6835,referral_hospital,O2_0133,urban,210,1,1,1,1,PSA_plant_onsite,0,0,1.0,1,6,8,2,0,1,1,1,0,0,1,power_outage,2024,5,45,neonatal_respiratory,0,45,0,10,0,819.0,3.0,1,generator_only,0
6836,referral_hospital,O2_0189,peri_urban,335,1,1,1,1,PSA_plant_onsite,0,0,1.2,1,6,10,0,1,1,1,0,1,1,0,not_applicable,2021,8,49,trauma,36,13,1,4,0,804.0,31.0,0,grid_reliable,1
6837,referral_hospital,O2_0020,peri_urban,234,1,1,1,1,PSA_plant_onsite,0,0,8.5,1,9,4,2,0,1,1,1,1,1,0,not_applicable,2021,4,31,trauma,24,7,1,3,0,900.0,19.0,0,solar,0
6838,referral_hospital,O2_0152,urban,216,1,1,1,1,LOX_bulk_tank,0,0,0.7,1,11,4,1,0,1,1,1,1,1,0,not_applicable,2024,3,41,sepsis,33,8,0,3,0,813.0,21.0,1,grid_reliable,9
6839,referral_hospital,O2_0052,urban,284,1,1,1,1,oxygen_concentrator,3,1,6.1,1,11,1,2,0,1,1,1,1,1,0,not_applicable,2022,1,41,neonatal_respiratory,31,10,1,2,0,492.0,4.0,1,generator_only,7
6840,referral_hospital,O2_0169,urban,276,1,1,1,1,cylinder_piped,0,0,0.8,1,8,6,6,0,1,1,1,1,1,0,not_applicable,2023,1,35,other_hypoxemia,23,12,1,5,0,878.0,4.0,0,generator_only,2
6841,referral_hospital,O2_0193,urban,196,1,1,1,1,LOX_bulk_tank,5,3,0.1,1,12,5,5,0,1,1,0,1,0,0,not_applicable,2022,5,40,pneumonia_adult,34,6,0,3,0,828.0,4.0,1,grid_unreliable,0
6842,referral_hospital,O2_0174,urban,277,1,1,1,1,oxygen_concentrator,6,3,3.0,1,9,4,11,0,1,1,1,0,0,14,cylinder_delivery_delay,2024,4,40,heart_failure,0,40,0,11,14,971.0,21.0,1,solar,4
6843,referral_hospital,O2_0108,urban,335,1,1,1,1,PSA_plant_onsite,0,0,1.1,1,13,5,10,1,1,1,1,1,1,0,not_applicable,2022,2,31,sepsis,24,7,1,3,0,1165.0,15.0,1,solar,1
6844,referral_hospital,O2_0104,peri_urban,148,1,1,1,1,PSA_plant_onsite,0,0,1.2,1,4,7,11,1,1,1,1,1,1,0,not_applicable,2024,2,39,COPD_exacerbation,33,6,1,0,0,437.0,2.0,1,generator_only,0
6845,referral_hospital,O2_0097,peri_urban,238,1,1,1,1,cylinder_piped,0,0,6.7,1,11,3,2,0,1,1,0,1,1,0,not_applicable,2021,12,34,pneumonia_child,34,0,1,0,0,816.0,51.0,1,solar,1
6846,referral_hospital,O2_0161,peri_urban,183,1,1,1,1,LOX_bulk_tank,0,0,5.1,1,7,2,4,0,1,1,1,1,0,0,not_applicable,2024,1,44,pneumonia_child,29,15,0,5,0,786.0,4.0,1,grid_reliable,2
6847,referral_hospital,O2_0012,rural,286,1,1,1,1,oxygen_concentrator,8,3,3.1,1,11,7,1,0,1,0,0,0,0,1,PSA_plant_breakdown,2024,7,33,COPD_exacerbation,0,33,0,13,8,767.0,12.0,1,grid_unreliable,5
6848,referral_hospital,O2_0166,urban,275,1,1,1,1,cylinder_piped,0,0,3.1,1,12,4,3,0,1,0,0,0,0,3,PSA_plant_breakdown,2024,9,31,trauma,0,31,0,9,9,637.0,31.0,1,grid_unreliable,10
6849,referral_hospital,O2_0184,rural,232,1,1,1,1,cylinder_piped,2,1,4.3,1,13,8,3,0,1,1,1,1,1,0,not_applicable,2021,8,46,pneumonia_adult,32,14,1,5,0,969.0,12.0,1,generator_only,14
6850,referral_hospital,O2_0162,urban,249,1,1,1,1,LOX_bulk_tank,0,0,3.0,1,8,3,8,0,1,1,1,1,1,12,concentrator_malfunction,2023,8,34,heart_failure,22,12,0,4,0,685.0,20.0,1,grid_reliable,6
6851,referral_hospital,O2_0096,urban,279,1,1,1,1,cylinder_piped,5,4,1.2,1,11,6,3,0,1,1,1,1,1,4,piping_system_leak,2023,5,35,surgical_anaesthesia,24,11,1,3,0,823.0,6.0,1,grid_reliable,7
6852,referral_hospital,O2_0181,urban,198,1,1,1,1,PSA_plant_onsite,0,0,2.9,1,8,4,0,0,1,0,0,1,0,2,concentrator_malfunction,2024,3,48,neonatal_respiratory,48,0,1,0,0,904.0,0.0,1,grid_unreliable,5
6853,referral_hospital,O2_0052,urban,274,1,1,1,1,LOX_bulk_tank,0,0,11.9,1,8,6,12,0,1,0,0,1,1,0,not_applicable,2021,12,40,neonatal_respiratory,18,22,0,10,0,516.0,22.0,1,grid_unreliable,7
6854,referral_hospital,O2_0196,urban,270,1,1,1,1,PSA_plant_onsite,0,0,3.9,1,9,3,1,1,1,1,0,0,0,30,power_outage,2023,11,36,neonatal_respiratory,0,36,0,13,15,906.0,31.0,1,generator_only,3
6855,referral_hospital,O2_0071,urban,254,1,1,1,1,LOX_bulk_tank,0,0,4.3,1,8,3,2,0,1,1,1,1,0,0,not_applicable,2024,12,36,pneumonia_child,32,4,0,2,0,1044.0,0.0,1,grid_unreliable,27
6856,referral_hospital,O2_0194,rural,275,1,1,1,1,cylinder_portable,0,0,1.7,1,15,4,9,0,1,1,0,1,1,0,not_applicable,2023,9,40,neonatal_respiratory,33,7,1,5,0,467.0,3.0,1,generator_only,4
6857,referral_hospital,O2_0012,urban,274,1,1,1,1,cylinder_piped,7,4,1.9,1,9,9,5,0,1,1,0,1,1,0,not_applicable,2024,4,44,pneumonia_adult,36,8,0,2,0,859.0,6.0,1,grid_reliable,0
6858,referral_hospital,O2_0171,urban,297,1,1,1,1,oxygen_concentrator,3,1,3.0,1,5,5,1,0,1,1,0,0,0,28,power_outage,2024,7,45,severe_malaria,0,45,0,16,18,810.0,12.0,1,grid_unreliable,10
6859,referral_hospital,O2_0066,urban,189,1,1,1,1,cylinder_portable,0,0,6.0,1,4,5,11,0,1,1,1,0,0,30,power_outage,2022,2,39,pneumonia_adult,0,39,0,12,17,861.0,4.0,1,grid_reliable,8
6860,referral_hospital,O2_0031,urban,264,1,1,1,1,PSA_plant_onsite,0,0,2.7,1,9,8,5,0,1,1,1,1,1,1,PSA_plant_breakdown,2024,11,35,pneumonia_adult,35,0,1,0,0,679.0,22.0,1,grid_reliable,1
6861,referral_hospital,O2_0164,urban,257,1,1,1,1,oxygen_concentrator,3,1,1.0,1,14,3,1,0,1,1,1,1,1,0,not_applicable,2023,8,38,pneumonia_adult,33,5,1,3,0,686.0,9.0,0,grid_reliable,2
6862,referral_hospital,O2_0061,peri_urban,278,1,1,1,1,PSA_plant_onsite,0,0,0.2,1,14,7,1,1,1,0,0,1,1,0,not_applicable,2021,10,45,neonatal_respiratory,32,13,1,3,0,757.0,20.0,0,grid_unreliable,3
6863,referral_hospital,O2_0091,urban,357,1,1,1,1,PSA_plant_onsite,0,0,1.9,1,11,4,1,0,1,1,0,1,1,0,not_applicable,2024,8,49,surgical_anaesthesia,38,11,1,3,0,1018.0,5.0,0,grid_reliable,1
6864,referral_hospital,O2_0129,peri_urban,281,1,1,1,1,PSA_plant_onsite,0,0,4.6,1,14,2,9,0,1,1,0,1,1,0,not_applicable,2023,12,33,COPD_exacerbation,30,3,1,1,0,990.0,10.0,1,generator_only,2
6865,referral_hospital,O2_0087,urban,201,1,1,1,1,oxygen_concentrator,4,3,20.5,1,9,3,14,0,1,1,1,1,1,0,not_applicable,2023,11,52,pneumonia_adult,35,17,0,5,0,550.0,3.0,0,grid_reliable,2
6866,referral_hospital,O2_0078,peri_urban,270,1,1,1,1,LOX_bulk_tank,5,4,3.1,1,12,6,1,0,1,0,0,1,0,0,not_applicable,2024,7,39,pneumonia_child,33,6,1,2,0,681.0,15.0,1,solar,4
6867,referral_hospital,O2_0070,rural,290,1,1,1,1,PSA_plant_onsite,0,0,4.0,1,7,2,1,0,1,1,1,1,0,0,not_applicable,2022,10,36,trauma,33,3,0,2,0,740.0,8.0,1,solar,15
6868,referral_hospital,O2_0159,urban,296,1,1,1,1,LOX_bulk_tank,0,0,1.1,1,9,3,14,0,1,0,0,1,1,0,not_applicable,2023,2,42,trauma,24,18,1,7,0,1002.0,28.0,1,solar,0
6869,referral_hospital,O2_0056,urban,169,1,1,1,1,PSA_plant_onsite,0,0,1.3,1,14,5,5,1,1,1,1,0,0,18,concentrator_malfunction,2022,3,47,pneumonia_child,0,47,0,13,11,730.0,5.0,1,grid_reliable,3
6870,referral_hospital,O2_0015,urban,318,1,1,1,1,LOX_bulk_tank,0,0,2.0,1,10,2,16,0,1,1,1,1,1,3,cylinder_delivery_delay,2024,9,41,severe_malaria,34,7,1,1,0,563.0,23.0,1,grid_unreliable,0
6871,referral_hospital,O2_0168,peri_urban,285,1,1,1,1,cylinder_piped,0,0,3.1,1,10,3,2,0,1,1,1,1,0,11,PSA_plant_breakdown,2024,12,40,severe_malaria,40,0,1,0,0,782.0,36.0,1,grid_reliable,9
6872,referral_hospital,O2_0027,peri_urban,286,1,1,1,1,oxygen_concentrator,5,3,5.0,1,11,7,3,0,1,1,0,1,1,7,no_oxygen_source,2024,6,38,heart_failure,28,10,0,0,0,1016.0,30.0,1,solar,16
6873,referral_hospital,O2_0111,peri_urban,251,1,1,1,1,cylinder_piped,4,1,1.3,1,6,2,9,0,1,0,0,1,1,0,not_applicable,2024,8,35,pneumonia_child,33,2,0,0,0,933.0,10.0,1,grid_reliable,9
6874,referral_hospital,O2_0113,urban,317,1,1,1,1,oxygen_concentrator,9,5,4.7,1,9,6,1,0,1,1,1,1,0,1,demand_surge,2021,10,38,pneumonia_adult,30,8,1,1,0,822.0,20.0,1,solar,1
6875,referral_hospital,O2_0060,urban,249,1,1,1,1,PSA_plant_onsite,0,0,6.6,1,6,7,7,1,1,0,0,1,1,0,not_applicable,2023,1,44,sepsis,36,8,1,0,0,819.0,2.0,1,generator_only,0
6876,referral_hospital,O2_0016,urban,164,1,1,1,1,cylinder_piped,0,0,0.8,1,13,2,1,0,1,1,1,1,1,9,piping_system_leak,2024,12,38,heart_failure,32,6,1,3,0,950.0,4.0,1,grid_reliable,6
6877,referral_hospital,O2_0056,urban,213,1,1,1,1,oxygen_concentrator,3,1,4.4,1,13,7,9,0,1,1,1,1,1,0,not_applicable,2021,9,42,trauma,42,0,1,0,0,1130.0,14.0,1,solar,0
6878,referral_hospital,O2_0076,urban,303,1,1,1,1,cylinder_portable,0,0,3.1,1,13,10,5,0,1,1,1,1,1,0,not_applicable,2022,3,53,COVID19_severe,53,0,1,0,0,900.0,13.0,1,generator_only,6
6879,referral_hospital,O2_0171,peri_urban,252,1,1,1,1,PSA_plant_onsite,4,1,2.5,1,9,4,1,0,1,1,1,1,0,0,not_applicable,2022,12,53,pneumonia_adult,53,0,1,0,0,1024.0,65.0,1,grid_unreliable,1
6880,referral_hospital,O2_0118,urban,271,1,1,1,1,cylinder_piped,0,0,3.1,1,18,4,1,0,1,1,1,1,0,0,not_applicable,2024,12,50,neonatal_respiratory,43,7,0,1,0,860.0,2.0,1,grid_reliable,0
6881,referral_hospital,O2_0069,rural,246,1,1,1,1,oxygen_concentrator,5,4,3.7,1,5,7,9,0,1,1,0,1,1,0,not_applicable,2021,9,36,surgical_anaesthesia,23,13,1,4,0,771.0,33.0,1,none,4
6882,referral_hospital,O2_0071,urban,257,1,1,1,1,cylinder_portable,0,0,1.9,1,9,6,2,0,1,1,1,1,1,8,demand_surge,2024,11,48,trauma,31,17,0,5,0,820.0,0.0,1,grid_reliable,16
6883,referral_hospital,O2_0136,peri_urban,179,1,1,1,1,PSA_plant_onsite,0,0,5.0,1,16,6,0,0,1,1,1,1,1,0,not_applicable,2021,6,33,pneumonia_child,30,3,0,2,0,1146.0,19.0,1,grid_unreliable,13
6884,referral_hospital,O2_0104,peri_urban,313,1,1,1,1,LOX_bulk_tank,0,0,1.8,1,11,8,8,0,1,1,1,1,0,0,not_applicable,2023,7,31,asthma_severe,15,16,0,4,0,775.0,6.0,1,solar,10
6885,referral_hospital,O2_0110,urban,276,1,1,1,1,PSA_plant_onsite,0,0,0.4,1,11,6,1,1,1,1,0,0,0,1,concentrator_malfunction,2024,11,41,pneumonia_child,0,41,0,17,8,888.0,15.0,1,generator_only,2
6886,referral_hospital,O2_0129,peri_urban,281,1,1,1,1,PSA_plant_onsite,0,0,3.9,1,9,6,0,0,1,1,1,1,0,0,not_applicable,2021,10,34,pneumonia_adult,26,8,1,2,0,656.0,2.0,1,grid_reliable,8
6887,referral_hospital,O2_0105,rural,256,1,1,1,1,oxygen_concentrator,5,4,9.0,1,16,6,1,0,1,1,1,1,1,2,power_outage,2023,8,29,heart_failure,23,6,1,1,0,786.0,11.0,1,grid_reliable,6
6888,referral_hospital,O2_0140,urban,188,1,1,1,1,oxygen_concentrator,4,1,3.6,1,12,2,9,0,1,1,0,1,1,0,not_applicable,2024,5,42,severe_malaria,35,7,1,3,0,664.0,29.0,0,grid_reliable,2
6889,referral_hospital,O2_0121,urban,261,1,1,1,1,cylinder_portable,6,5,0.3,1,15,6,5,0,1,1,1,0,0,20,empty_cylinders_not_collected,2022,4,37,COPD_exacerbation,0,37,0,16,12,971.0,3.0,1,grid_reliable,7
6890,referral_hospital,O2_0052,peri_urban,275,1,1,1,1,PSA_plant_onsite,0,0,0.7,1,13,4,7,0,1,1,1,1,1,0,not_applicable,2022,11,42,pneumonia_adult,29,13,1,4,0,802.0,3.0,1,solar,8
6891,referral_hospital,O2_0118,peri_urban,287,1,1,1,1,cylinder_piped,0,0,0.8,1,13,6,0,0,1,1,0,1,1,0,not_applicable,2022,7,46,severe_malaria,26,20,0,10,0,699.0,12.0,0,grid_reliable,6
6892,referral_hospital,O2_0109,urban,256,1,1,1,1,oxygen_concentrator,6,4,0.5,1,16,4,1,0,1,1,1,1,1,0,not_applicable,2024,2,46,other_hypoxemia,31,15,1,3,0,1125.0,4.0,1,grid_reliable,19
6893,referral_hospital,O2_0039,urban,207,1,1,1,1,cylinder_piped,0,0,2.5,1,10,8,4,0,1,1,1,1,1,0,not_applicable,2021,11,43,heart_failure,34,9,1,2,0,458.0,17.0,1,grid_reliable,10
6894,referral_hospital,O2_0096,urban,191,1,1,1,1,cylinder_piped,0,0,1.9,1,13,6,0,0,1,1,1,1,1,1,demand_surge,2024,7,46,COVID19_severe,46,0,1,0,0,614.0,0.0,1,grid_reliable,4
6895,referral_hospital,O2_0189,urban,196,1,1,1,1,LOX_bulk_tank,2,1,3.2,1,13,5,4,0,1,1,1,1,1,0,not_applicable,2024,5,37,other_hypoxemia,25,12,1,5,0,689.0,15.0,1,grid_reliable,0
6896,referral_hospital,O2_0036,urban,202,1,1,1,1,LOX_bulk_tank,0,0,1.3,1,9,3,1,0,1,1,1,0,0,22,concentrator_malfunction,2022,1,42,pneumonia_adult,0,42,0,16,12,811.0,35.0,1,solar,9
6897,referral_hospital,O2_0168,peri_urban,194,1,1,1,1,LOX_bulk_tank,0,0,1.3,1,17,4,7,0,1,1,1,1,0,0,not_applicable,2021,1,47,asthma_severe,43,4,1,1,0,788.0,57.0,0,grid_reliable,10
6898,referral_hospital,O2_0048,rural,280,1,1,1,1,LOX_bulk_tank,3,2,1.5,1,8,5,2,0,1,1,1,1,0,0,not_applicable,2021,4,41,severe_malaria,30,11,0,5,0,838.0,34.0,1,grid_unreliable,1
6899,referral_hospital,O2_0181,urban,268,1,1,1,1,PSA_plant_onsite,4,2,0.6,1,15,5,7,0,1,1,1,1,0,0,not_applicable,2023,3,48,COPD_exacerbation,32,16,1,9,0,784.0,2.0,1,grid_unreliable,0
6900,referral_hospital,O2_0151,urban,269,1,1,1,1,oxygen_concentrator,4,4,2.0,1,8,2,13,0,1,1,0,1,0,5,concentrator_malfunction,2022,4,48,COVID19_severe,42,6,1,4,0,507.0,7.0,1,solar,5
6901,referral_hospital,O2_0021,rural,219,1,1,1,1,cylinder_piped,0,0,0.1,1,8,6,0,0,1,1,1,1,1,0,not_applicable,2024,7,42,severe_malaria,29,13,1,7,0,693.0,22.0,1,grid_unreliable,0
6902,referral_hospital,O2_0172,peri_urban,264,1,1,1,1,LOX_bulk_tank,0,0,5.1,1,7,5,0,0,1,1,0,0,0,18,concentrator_malfunction,2023,8,34,sepsis,0,34,0,15,11,917.0,2.0,1,generator_only,1
6903,referral_hospital,O2_0164,peri_urban,197,1,1,1,1,LOX_bulk_tank,0,0,0.4,1,11,6,4,0,1,0,0,1,1,0,not_applicable,2024,5,45,COPD_exacerbation,20,25,0,10,0,578.0,8.0,0,grid_reliable,3
6904,referral_hospital,O2_0041,peri_urban,225,1,1,1,1,cylinder_piped,0,0,2.6,1,8,4,0,0,1,0,0,1,1,0,not_applicable,2023,5,41,COVID19_severe,22,19,0,7,0,1001.0,5.0,0,grid_reliable,6
6905,referral_hospital,O2_0025,peri_urban,249,1,1,1,1,cylinder_piped,0,0,0.5,1,11,3,1,0,1,1,1,1,1,0,not_applicable,2024,12,43,severe_malaria,35,8,1,2,0,501.0,14.0,1,grid_unreliable,0
6906,referral_hospital,O2_0187,urban,272,1,1,1,1,oxygen_concentrator,8,8,11.2,1,12,4,1,0,1,1,1,1,1,12,PSA_plant_breakdown,2021,7,36,pneumonia_adult,20,16,1,4,0,850.0,12.0,1,solar,2
6907,referral_hospital,O2_0008,peri_urban,225,1,1,1,1,oxygen_concentrator,5,2,2.3,1,11,3,9,0,1,1,1,1,1,0,not_applicable,2024,9,32,surgical_anaesthesia,21,11,1,4,0,761.0,1.0,1,grid_reliable,0
6908,referral_hospital,O2_0087,peri_urban,247,1,1,1,1,cylinder_piped,0,0,1.5,1,13,6,4,0,1,0,0,1,1,1,cylinder_delivery_delay,2021,8,41,pneumonia_adult,30,11,1,4,0,989.0,60.0,0,grid_unreliable,5
6909,referral_hospital,O2_0193,peri_urban,262,1,1,1,1,cylinder_piped,8,4,1.4,1,14,6,12,0,1,1,1,1,1,0,not_applicable,2024,2,33,COPD_exacerbation,21,12,1,6,0,916.0,32.0,1,grid_unreliable,7
6910,referral_hospital,O2_0114,peri_urban,231,1,1,1,1,LOX_bulk_tank,0,0,1.6,1,14,7,0,0,1,1,1,1,1,0,not_applicable,2023,12,44,COVID19_severe,34,10,0,1,0,811.0,7.0,1,generator_only,1
6911,referral_hospital,O2_0110,urban,249,1,1,1,1,cylinder_piped,0,0,0.1,1,8,4,0,0,1,1,1,1,1,0,not_applicable,2021,1,41,sepsis,34,7,1,1,0,891.0,3.0,1,grid_reliable,0
6912,referral_hospital,O2_0130,rural,216,1,1,1,1,PSA_plant_onsite,0,0,2.3,1,10,8,1,0,1,0,0,1,1,0,not_applicable,2024,3,39,neonatal_respiratory,28,11,1,6,0,917.0,3.0,1,solar,0
6913,referral_hospital,O2_0067,urban,261,1,1,1,1,LOX_bulk_tank,0,0,0.4,1,7,7,2,0,1,1,1,1,1,0,not_applicable,2023,3,37,neonatal_respiratory,32,5,1,1,0,849.0,25.0,1,generator_only,1
6914,referral_hospital,O2_0088,rural,231,1,1,1,1,cylinder_piped,0,0,3.6,1,10,2,1,0,1,1,0,1,1,3,demand_surge,2022,2,44,severe_malaria,35,9,1,2,0,1006.0,10.0,1,grid_reliable,0
6915,referral_hospital,O2_0125,peri_urban,253,1,1,1,1,cylinder_piped,0,0,4.0,1,9,10,0,0,1,1,1,1,1,0,not_applicable,2022,3,45,surgical_anaesthesia,31,14,1,6,0,825.0,54.0,0,none,5
6916,referral_hospital,O2_0039,peri_urban,252,1,1,1,1,PSA_plant_onsite,0,0,6.5,1,9,7,1,1,1,1,1,1,0,0,not_applicable,2022,5,29,pneumonia_child,26,3,1,1,0,883.0,7.0,0,grid_reliable,0
6917,referral_hospital,O2_0085,urban,215,1,1,1,1,cylinder_portable,0,0,1.4,1,4,3,1,0,1,1,1,1,1,1,piping_system_leak,2022,5,32,pneumonia_child,27,5,1,2,0,533.0,19.0,1,grid_reliable,9
6918,referral_hospital,O2_0119,urban,221,1,1,1,1,PSA_plant_onsite,0,0,0.5,1,6,4,1,0,1,0,0,1,1,0,not_applicable,2023,1,34,severe_malaria,22,12,1,6,0,798.0,8.0,1,generator_only,1
6919,referral_hospital,O2_0037,urban,268,1,1,1,1,oxygen_concentrator,7,4,9.8,1,7,4,7,0,1,1,1,1,1,0,not_applicable,2021,9,33,pneumonia_child,24,9,1,4,0,756.0,14.0,1,grid_unreliable,11
6920,referral_hospital,O2_0045,urban,246,1,1,1,1,oxygen_concentrator,3,1,1.6,1,8,7,2,0,1,1,1,1,1,0,not_applicable,2023,9,44,pneumonia_child,29,15,0,4,0,546.0,23.0,0,grid_reliable,1
6921,referral_hospital,O2_0052,urban,242,1,1,1,1,LOX_bulk_tank,0,0,2.8,1,7,3,2,0,1,1,0,1,1,0,not_applicable,2023,4,41,heart_failure,28,13,1,5,0,951.0,9.0,1,solar,1
6922,referral_hospital,O2_0170,rural,181,1,1,1,1,oxygen_concentrator,4,2,5.8,1,2,8,15,0,1,1,1,0,0,11,concentrator_malfunction,2023,1,32,pneumonia_child,0,32,0,11,13,831.0,7.0,1,generator_only,3
6923,referral_hospital,O2_0157,urban,284,1,1,1,1,PSA_plant_onsite,0,0,0.5,1,18,7,2,0,1,1,1,1,1,0,not_applicable,2022,9,41,pneumonia_adult,35,6,1,1,0,779.0,6.0,1,generator_only,9
6924,referral_hospital,O2_0133,urban,271,1,1,1,1,cylinder_piped,0,0,2.6,1,7,6,4,0,1,1,0,1,1,0,not_applicable,2023,2,39,severe_malaria,36,3,0,2,0,805.0,35.0,1,grid_unreliable,1
6925,referral_hospital,O2_0196,urban,253,1,1,1,1,oxygen_concentrator,5,2,4.7,1,7,5,11,0,1,1,1,0,0,16,cylinder_delivery_delay,2023,9,41,pneumonia_adult,0,41,0,13,11,1153.0,3.0,1,grid_reliable,3
6926,referral_hospital,O2_0183,rural,237,1,1,1,1,PSA_plant_onsite,0,0,3.2,1,7,6,0,1,1,1,1,1,1,1,piping_system_leak,2024,6,49,neonatal_respiratory,49,0,1,0,0,765.0,6.0,1,generator_only,3
6927,referral_hospital,O2_0042,urban,286,1,1,1,1,PSA_plant_onsite,4,2,4.2,1,14,6,4,1,1,1,1,1,1,0,not_applicable,2021,11,32,pneumonia_adult,28,4,1,0,0,556.0,12.0,1,grid_reliable,1
6928,referral_hospital,O2_0088,rural,295,1,1,1,1,PSA_plant_onsite,0,0,6.4,1,12,8,22,1,1,1,1,1,1,0,not_applicable,2022,7,36,trauma,31,5,1,0,0,433.0,11.0,0,none,2
6929,referral_hospital,O2_0064,urban,236,1,1,1,1,cylinder_piped,1,0,2.9,1,9,4,2,0,1,1,0,1,0,0,not_applicable,2021,2,46,severe_malaria,37,9,1,2,0,721.0,7.0,1,grid_unreliable,1
6930,referral_hospital,O2_0093,urban,309,1,1,1,1,PSA_plant_onsite,0,0,9.5,1,11,4,0,0,1,1,1,1,1,0,not_applicable,2021,2,30,pneumonia_child,28,2,1,1,0,595.0,10.0,1,grid_reliable,0
6931,referral_hospital,O2_0035,urban,260,1,1,1,1,cylinder_piped,5,2,10.7,1,4,8,1,0,1,0,0,1,1,0,not_applicable,2021,1,48,COPD_exacerbation,40,8,0,1,0,534.0,6.0,0,generator_only,0
6932,referral_hospital,O2_0134,peri_urban,252,1,1,1,1,PSA_plant_onsite,0,0,2.0,1,10,3,5,0,1,1,0,1,0,6,power_outage,2024,2,47,pneumonia_child,39,8,1,3,0,856.0,35.0,1,grid_reliable,0
6933,referral_hospital,O2_0018,urban,279,1,1,1,1,PSA_plant_onsite,0,0,3.6,1,9,4,8,1,1,1,0,0,0,1,demand_surge,2023,7,31,pneumonia_adult,0,31,0,10,13,785.0,16.0,1,generator_only,2
6934,referral_hospital,O2_0111,urban,293,1,1,1,1,LOX_bulk_tank,0,0,7.1,1,9,7,0,0,1,1,1,1,0,0,not_applicable,2023,4,37,COVID19_severe,23,14,0,5,0,721.0,13.0,1,grid_unreliable,24
6935,referral_hospital,O2_0051,urban,280,1,1,1,1,oxygen_concentrator,1,0,6.9,1,12,10,11,0,1,1,1,1,1,0,not_applicable,2023,8,38,COPD_exacerbation,31,7,1,1,0,595.0,1.0,1,generator_only,0
6936,referral_hospital,O2_0127,urban,277,1,1,1,1,cylinder_piped,0,0,0.4,1,12,5,9,0,1,1,0,0,0,5,power_outage,2022,1,41,trauma,0,41,0,13,6,866.0,13.0,1,grid_reliable,34
6937,referral_hospital,O2_0177,urban,234,1,1,1,1,PSA_plant_onsite,0,0,6.3,1,9,3,6,1,1,1,1,1,1,2,power_outage,2024,2,47,trauma,47,0,1,0,0,794.0,20.0,1,none,4
6938,referral_hospital,O2_0065,urban,291,1,1,1,1,PSA_plant_onsite,5,4,7.7,1,13,3,8,1,1,1,1,1,0,0,not_applicable,2023,4,50,COPD_exacerbation,35,15,1,6,0,736.0,2.0,0,solar,4
6939,referral_hospital,O2_0043,rural,266,1,1,1,1,cylinder_piped,0,0,3.8,1,7,9,8,0,1,1,1,1,1,1,concentrator_malfunction,2023,11,52,sepsis,48,4,0,1,0,799.0,6.0,0,none,2
6940,referral_hospital,O2_0100,peri_urban,224,1,1,1,1,cylinder_piped,0,0,7.1,1,4,4,3,0,1,0,0,1,1,3,demand_surge,2023,1,46,pneumonia_child,40,6,1,3,0,688.0,11.0,1,grid_reliable,0
6941,referral_hospital,O2_0077,peri_urban,282,1,1,1,1,PSA_plant_onsite,6,4,2.6,1,11,6,1,1,1,1,1,1,0,0,not_applicable,2024,1,52,pneumonia_adult,46,6,1,5,0,951.0,88.0,1,grid_reliable,6
6942,referral_hospital,O2_0063,peri_urban,274,1,1,1,1,cylinder_piped,0,0,0.8,1,10,5,5,0,1,1,1,1,0,0,not_applicable,2023,9,52,neonatal_respiratory,40,12,1,8,0,842.0,7.0,1,grid_reliable,0
6943,referral_hospital,O2_0165,urban,254,1,1,1,1,LOX_bulk_tank,0,0,5.3,1,14,0,6,0,1,1,1,1,1,0,not_applicable,2023,7,47,other_hypoxemia,27,20,0,10,0,667.0,1.0,0,grid_reliable,4
6944,referral_hospital,O2_0129,rural,238,1,1,1,1,oxygen_concentrator,8,4,1.3,1,13,4,10,0,1,1,1,1,1,0,not_applicable,2021,5,44,severe_malaria,42,2,0,0,0,728.0,9.0,1,grid_unreliable,4
6945,referral_hospital,O2_0037,peri_urban,212,1,1,1,1,PSA_plant_onsite,5,3,14.1,1,13,3,7,1,1,1,1,1,1,0,not_applicable,2023,2,33,pneumonia_adult,28,5,1,2,0,747.0,2.0,1,grid_unreliable,4
6946,referral_hospital,O2_0114,rural,209,1,1,1,1,PSA_plant_onsite,2,1,2.3,1,13,4,4,1,1,1,1,1,1,0,not_applicable,2023,1,35,asthma_severe,24,11,1,7,0,880.0,2.0,1,grid_unreliable,0
6947,referral_hospital,O2_0137,urban,219,1,1,1,1,PSA_plant_onsite,0,0,1.0,1,10,5,0,0,1,1,1,0,0,14,PSA_plant_breakdown,2022,5,43,COVID19_severe,0,43,0,16,0,799.0,7.0,1,grid_unreliable,3
6948,referral_hospital,O2_0193,urban,234,1,1,1,1,cylinder_portable,0,0,2.7,1,11,5,3,0,1,0,0,0,0,3,funding_for_refill,2023,9,36,trauma,0,36,0,11,15,930.0,39.0,0,grid_reliable,7
6949,referral_hospital,O2_0011,urban,185,1,1,1,1,PSA_plant_onsite,0,0,1.0,1,9,3,3,0,1,1,1,1,1,0,not_applicable,2024,2,33,heart_failure,32,1,0,0,0,739.0,6.0,1,none,15
6950,referral_hospital,O2_0115,rural,155,1,1,1,1,cylinder_portable,0,0,4.6,1,12,5,1,0,1,1,1,1,1,0,not_applicable,2023,9,37,neonatal_respiratory,22,15,1,5,0,700.0,4.0,1,grid_reliable,2
6951,referral_hospital,O2_0110,peri_urban,326,1,1,1,1,cylinder_piped,0,0,3.7,1,10,11,2,0,1,1,0,0,0,6,demand_surge,2024,1,39,neonatal_respiratory,0,39,0,15,11,613.0,2.0,1,grid_reliable,0
6952,referral_hospital,O2_0051,urban,259,1,1,1,1,cylinder_piped,0,0,4.6,1,8,3,1,0,1,1,0,0,0,24,power_outage,2021,5,51,pneumonia_adult,0,51,0,17,25,889.0,25.0,1,grid_reliable,3
6953,referral_hospital,O2_0182,urban,234,1,1,1,1,PSA_plant_onsite,0,0,1.0,1,12,3,6,1,1,1,1,1,1,7,concentrator_malfunction,2021,3,43,surgical_anaesthesia,27,16,1,6,0,669.0,14.0,1,generator_only,8
6954,referral_hospital,O2_0198,rural,264,1,1,1,1,oxygen_concentrator,5,2,4.3,1,9,7,0,0,1,1,0,1,1,0,not_applicable,2023,1,44,trauma,28,16,0,4,0,825.0,18.0,0,solar,0
6955,referral_hospital,O2_0016,rural,264,1,1,1,1,oxygen_concentrator,5,1,3.3,1,8,3,2,0,1,1,0,1,0,0,not_applicable,2024,11,35,COVID19_severe,28,7,1,1,0,693.0,1.0,1,grid_reliable,6
6956,referral_hospital,O2_0133,urban,282,1,1,1,1,LOX_bulk_tank,0,0,0.4,1,4,1,0,0,1,1,1,1,1,0,not_applicable,2023,10,43,severe_malaria,30,13,1,7,0,610.0,46.0,0,grid_reliable,0
6957,referral_hospital,O2_0151,peri_urban,187,1,1,1,1,oxygen_concentrator,2,0,4.4,1,18,3,19,0,1,1,1,0,0,3,cylinder_delivery_delay,2023,5,30,trauma,0,30,0,8,1,771.0,24.0,1,grid_reliable,2
6958,referral_hospital,O2_0019,urban,258,1,1,1,1,PSA_plant_onsite,0,0,0.3,1,8,6,4,1,1,1,1,1,1,1,supplier_stockout,2021,10,36,COPD_exacerbation,26,10,1,1,0,796.0,6.0,1,grid_unreliable,2
6959,referral_hospital,O2_0104,peri_urban,235,1,1,1,1,oxygen_concentrator,6,2,0.8,1,7,7,2,0,1,1,1,1,1,5,PSA_plant_breakdown,2024,8,35,severe_malaria,28,7,0,4,0,687.0,10.0,1,grid_unreliable,1
6960,referral_hospital,O2_0096,urban,280,1,1,1,1,oxygen_concentrator,5,4,3.8,1,7,8,1,0,1,1,1,1,1,0,not_applicable,2024,6,40,pneumonia_adult,40,0,0,0,0,493.0,6.0,1,grid_unreliable,4
6961,referral_hospital,O2_0134,peri_urban,248,1,1,1,1,PSA_plant_onsite,0,0,2.1,1,13,3,3,1,1,0,0,1,1,8,concentrator_malfunction,2024,9,38,COPD_exacerbation,34,4,1,3,0,1159.0,7.0,0,grid_reliable,2
6962,referral_hospital,O2_0165,urban,308,1,1,1,1,LOX_bulk_tank,0,0,3.0,1,7,6,10,0,1,1,0,0,0,1,demand_surge,2021,11,44,neonatal_respiratory,0,44,0,18,17,947.0,2.0,1,grid_reliable,0
6963,referral_hospital,O2_0048,rural,261,1,1,1,1,oxygen_concentrator,6,2,0.2,1,6,3,0,0,1,1,1,1,0,0,not_applicable,2022,1,36,pneumonia_child,23,13,1,3,0,800.0,30.0,1,grid_unreliable,15
6964,referral_hospital,O2_0137,peri_urban,281,1,1,1,1,oxygen_concentrator,8,5,2.7,1,12,3,7,0,1,1,1,1,1,0,not_applicable,2023,12,38,pneumonia_adult,28,10,1,3,0,933.0,80.0,1,grid_unreliable,2
6965,referral_hospital,O2_0150,rural,228,1,1,1,1,oxygen_concentrator,3,1,0.7,1,12,5,1,0,1,1,1,1,1,0,not_applicable,2021,6,48,surgical_anaesthesia,39,9,1,6,0,471.0,18.0,0,grid_reliable,1
6966,referral_hospital,O2_0114,rural,282,1,1,1,1,LOX_bulk_tank,0,0,3.7,1,8,3,14,0,1,1,1,1,1,0,not_applicable,2024,10,43,COPD_exacerbation,37,6,1,2,0,989.0,22.0,1,generator_only,2
6967,referral_hospital,O2_0132,peri_urban,253,1,1,1,1,oxygen_concentrator,3,2,0.6,1,7,4,4,0,1,1,1,1,1,0,not_applicable,2022,8,43,trauma,37,6,1,3,0,599.0,3.0,1,grid_reliable,5
6968,referral_hospital,O2_0083,urban,280,1,1,1,1,PSA_plant_onsite,9,7,2.7,1,6,2,8,0,1,0,0,1,1,14,demand_surge,2023,1,29,neonatal_respiratory,24,5,1,3,0,827.0,33.0,1,grid_reliable,0
6969,referral_hospital,O2_0014,urban,234,1,1,1,1,LOX_bulk_tank,0,0,0.1,1,7,2,1,0,1,1,1,1,0,2,PSA_plant_breakdown,2023,12,43,other_hypoxemia,30,13,0,3,0,862.0,17.0,1,grid_reliable,0
6970,referral_hospital,O2_0038,urban,271,1,1,1,1,PSA_plant_onsite,0,0,7.1,1,7,8,8,0,1,1,1,1,1,0,not_applicable,2022,12,37,pneumonia_adult,24,13,1,2,0,911.0,18.0,1,generator_only,5
6971,referral_hospital,O2_0030,rural,234,1,1,1,1,oxygen_concentrator,5,4,5.0,1,15,6,1,0,1,1,0,1,0,0,not_applicable,2024,10,31,COVID19_severe,24,7,1,2,0,1019.0,1.0,1,grid_unreliable,8
6972,referral_hospital,O2_0100,peri_urban,254,1,1,1,1,PSA_plant_onsite,0,0,2.8,1,18,9,5,1,1,1,1,1,1,0,not_applicable,2024,12,34,pneumonia_adult,26,8,1,2,0,482.0,19.0,1,grid_reliable,3
6973,referral_hospital,O2_0018,rural,298,1,1,1,1,cylinder_piped,0,0,0.4,1,11,2,0,0,1,1,1,1,1,0,not_applicable,2021,3,52,trauma,30,22,0,12,0,991.0,18.0,1,grid_unreliable,3
6974,referral_hospital,O2_0117,urban,243,1,1,1,1,cylinder_piped,0,0,0.8,1,9,4,5,0,1,1,1,1,1,0,not_applicable,2022,6,35,trauma,33,2,1,0,0,754.0,13.0,1,grid_unreliable,3
6975,referral_hospital,O2_0042,urban,199,1,1,1,1,cylinder_piped,0,0,0.0,1,13,5,1,0,1,1,0,0,0,4,concentrator_malfunction,2024,9,49,COPD_exacerbation,0,49,0,13,0,803.0,11.0,1,grid_unreliable,2
6976,referral_hospital,O2_0101,rural,234,1,1,1,1,cylinder_piped,0,0,2.0,1,6,7,4,0,1,1,0,1,0,0,not_applicable,2022,4,46,pneumonia_adult,33,13,1,4,0,855.0,3.0,1,grid_unreliable,1
6977,referral_hospital,O2_0088,urban,233,1,1,1,1,PSA_plant_onsite,0,0,5.6,1,9,4,4,0,1,1,1,1,0,0,not_applicable,2021,8,34,trauma,21,13,1,5,0,895.0,9.0,1,grid_reliable,3
6978,referral_hospital,O2_0080,rural,312,1,1,1,1,PSA_plant_onsite,0,0,4.1,1,6,5,0,1,1,1,1,1,0,0,not_applicable,2021,3,50,severe_malaria,40,10,1,3,0,914.0,14.0,1,generator_only,13
6979,referral_hospital,O2_0162,rural,215,1,1,1,1,PSA_plant_onsite,7,5,3.4,1,8,5,5,0,1,0,0,1,1,0,not_applicable,2021,12,50,neonatal_respiratory,42,8,1,5,0,618.0,1.0,1,grid_reliable,5
6980,referral_hospital,O2_0166,urban,260,1,1,1,1,LOX_bulk_tank,0,0,0.9,1,7,0,5,0,1,0,0,0,0,6,cylinder_delivery_delay,2023,8,42,pneumonia_adult,0,42,0,21,4,602.0,2.0,1,grid_unreliable,1
6981,referral_hospital,O2_0135,urban,166,1,1,1,1,PSA_plant_onsite,0,0,2.3,1,11,6,4,1,1,1,1,1,1,0,not_applicable,2023,2,42,neonatal_respiratory,33,9,1,5,0,758.0,27.0,1,grid_unreliable,1
6982,referral_hospital,O2_0143,rural,220,1,1,1,1,cylinder_piped,0,0,1.2,1,12,4,5,0,1,1,1,1,1,0,not_applicable,2022,1,32,severe_malaria,28,4,1,0,0,861.0,11.0,1,grid_reliable,5
6983,referral_hospital,O2_0198,rural,240,1,1,1,1,PSA_plant_onsite,0,0,12.8,1,12,7,0,1,1,1,0,1,1,0,not_applicable,2022,7,49,trauma,47,2,1,0,0,538.0,8.0,1,grid_unreliable,14
6984,referral_hospital,O2_0146,rural,243,1,1,1,1,oxygen_concentrator,6,5,0.5,1,13,5,5,0,1,1,1,1,1,1,cylinder_delivery_delay,2022,12,29,pneumonia_adult,26,3,1,1,0,555.0,7.0,1,grid_reliable,0
6985,referral_hospital,O2_0091,urban,338,1,1,1,1,PSA_plant_onsite,0,0,1.6,1,9,5,5,1,1,1,0,1,1,0,not_applicable,2023,8,35,other_hypoxemia,26,9,1,3,0,691.0,38.0,0,generator_only,3
6986,referral_hospital,O2_0046,urban,323,1,1,1,1,cylinder_portable,0,0,4.6,1,11,4,0,0,1,1,0,0,0,7,piping_system_leak,2021,1,37,heart_failure,0,37,0,11,10,821.0,13.0,1,solar,2
6987,referral_hospital,O2_0149,rural,291,1,1,1,1,LOX_bulk_tank,0,0,0.1,1,9,7,0,0,1,1,1,0,0,7,power_outage,2023,12,44,severe_malaria,0,44,0,10,21,700.0,5.0,0,grid_reliable,0
6988,referral_hospital,O2_0029,urban,166,1,1,1,1,cylinder_piped,4,4,1.5,1,7,5,2,0,1,1,1,0,0,14,PSA_plant_breakdown,2022,5,46,other_hypoxemia,0,46,0,18,12,629.0,2.0,1,grid_unreliable,1
6989,referral_hospital,O2_0134,rural,225,1,1,1,1,cylinder_piped,0,0,0.7,1,9,1,1,0,1,1,1,1,0,0,not_applicable,2023,6,54,asthma_severe,50,4,1,0,0,954.0,5.0,1,solar,3
6990,referral_hospital,O2_0027,peri_urban,234,1,1,1,1,cylinder_piped,0,0,3.3,1,9,4,13,0,1,1,0,1,1,0,not_applicable,2023,7,55,severe_malaria,36,19,1,5,0,734.0,4.0,0,grid_reliable,5
6991,referral_hospital,O2_0112,urban,263,1,1,1,1,PSA_plant_onsite,0,0,1.5,1,8,4,0,1,1,1,1,0,0,16,concentrator_malfunction,2024,7,37,neonatal_respiratory,0,37,0,15,18,877.0,10.0,1,grid_unreliable,0
6992,referral_hospital,O2_0061,peri_urban,271,1,1,1,1,LOX_bulk_tank,0,0,0.3,1,12,2,2,0,1,1,1,1,1,0,not_applicable,2021,6,40,pneumonia_child,20,20,0,8,0,551.0,15.0,1,grid_unreliable,2
6993,referral_hospital,O2_0198,rural,240,1,1,1,1,cylinder_piped,5,2,3.5,1,13,7,8,0,1,1,1,0,0,30,funding_for_refill,2024,6,39,pneumonia_adult,0,39,0,14,16,837.0,6.0,1,grid_reliable,0
6994,referral_hospital,O2_0073,rural,341,1,1,1,1,LOX_bulk_tank,0,0,2.4,1,14,3,4,0,1,1,1,1,1,0,not_applicable,2021,4,36,trauma,35,1,0,0,0,618.0,5.0,1,grid_reliable,0
6995,referral_hospital,O2_0142,urban,201,1,1,1,1,PSA_plant_onsite,0,0,0.1,1,10,1,14,1,1,1,0,0,0,14,empty_cylinders_not_collected,2023,12,45,surgical_anaesthesia,0,45,0,20,15,1167.0,4.0,1,grid_unreliable,1
6996,referral_hospital,O2_0173,urban,215,1,1,1,1,oxygen_concentrator,9,7,0.5,1,10,2,0,0,1,1,1,1,1,0,not_applicable,2024,8,42,COVID19_severe,30,12,1,3,0,527.0,17.0,0,generator_only,19
6997,referral_hospital,O2_0067,rural,259,1,1,1,1,oxygen_concentrator,6,5,0.1,1,15,5,4,0,1,1,1,1,1,0,not_applicable,2024,7,40,COPD_exacerbation,35,5,1,1,0,1303.0,23.0,1,generator_only,3
6998,referral_hospital,O2_0164,peri_urban,267,1,1,1,1,oxygen_concentrator,5,4,7.0,1,10,4,2,0,1,1,1,0,0,23,funding_for_refill,2024,11,46,asthma_severe,0,46,0,12,6,797.0,6.0,1,none,2
6999,referral_hospital,O2_0149,urban,259,1,1,1,1,PSA_plant_onsite,0,0,6.7,1,10,4,1,0,1,1,1,0,0,6,demand_surge,2022,6,37,severe_malaria,0,37,0,12,13,797.0,3.0,1,generator_only,0
7000,referral_hospital,O2_0013,urban,257,1,1,1,1,oxygen_concentrator,4,1,1.5,1,11,8,13,0,1,1,0,1,1,0,not_applicable,2021,1,34,pneumonia_adult,33,1,0,0,0,709.0,9.0,0,generator_only,5
7001,referral_hospital,O2_0050,urban,148,1,1,1,1,oxygen_concentrator,4,2,0.6,1,18,7,1,0,1,1,1,1,0,0,not_applicable,2024,6,41,pneumonia_adult,22,19,0,6,0,751.0,1.0,1,grid_reliable,2
7002,referral_hospital,O2_0030,rural,180,1,1,1,1,oxygen_concentrator,4,1,0.4,1,7,6,6,0,1,1,0,1,0,0,not_applicable,2022,2,38,severe_malaria,27,11,1,8,0,764.0,4.0,1,grid_unreliable,3
7003,referral_hospital,O2_0069,urban,300,1,1,1,1,PSA_plant_onsite,3,1,0.0,1,11,4,0,0,1,1,1,1,0,6,demand_surge,2022,12,38,sepsis,30,8,1,3,0,493.0,2.0,1,solar,0
7004,referral_hospital,O2_0093,urban,241,1,1,1,1,oxygen_concentrator,5,1,3.8,1,15,9,8,0,1,1,1,0,0,2,supplier_stockout,2021,10,41,neonatal_respiratory,0,41,0,21,5,634.0,5.0,1,grid_reliable,0
7005,referral_hospital,O2_0122,rural,235,1,1,1,1,oxygen_concentrator,7,1,6.2,1,13,5,1,0,1,1,0,1,0,0,not_applicable,2022,10,38,neonatal_respiratory,28,10,1,4,0,682.0,15.0,1,grid_reliable,0
7006,referral_hospital,O2_0014,rural,270,1,1,1,1,PSA_plant_onsite,0,0,0.4,1,14,5,4,1,1,1,1,1,0,0,not_applicable,2022,12,26,other_hypoxemia,16,10,1,5,0,719.0,15.0,1,grid_reliable,2
7007,referral_hospital,O2_0057,urban,188,1,1,1,1,LOX_bulk_tank,0,0,1.8,1,5,2,7,0,1,1,1,0,0,7,demand_surge,2024,9,38,asthma_severe,0,38,0,10,16,502.0,27.0,1,grid_reliable,2
7008,referral_hospital,O2_0169,urban,180,1,1,1,1,PSA_plant_onsite,2,1,4.5,1,9,3,9,1,1,1,1,1,1,0,not_applicable,2021,1,46,COPD_exacerbation,42,4,1,2,0,567.0,6.0,1,grid_reliable,0
7009,referral_hospital,O2_0155,rural,239,1,1,1,1,cylinder_piped,0,0,3.0,1,16,1,0,0,1,1,1,0,0,28,power_outage,2021,4,40,neonatal_respiratory,0,40,0,18,19,896.0,53.0,1,grid_unreliable,3
7010,referral_hospital,O2_0062,urban,259,1,1,1,1,cylinder_piped,0,0,2.3,1,8,7,9,0,1,1,0,1,1,0,not_applicable,2024,10,40,neonatal_respiratory,34,6,1,2,0,764.0,6.0,1,generator_only,4
7011,referral_hospital,O2_0126,peri_urban,240,1,1,1,1,LOX_bulk_tank,0,0,5.6,1,13,5,1,0,1,1,1,1,1,0,not_applicable,2023,2,47,pneumonia_adult,44,3,1,2,0,606.0,17.0,0,grid_unreliable,3
7012,referral_hospital,O2_0029,urban,236,1,1,1,1,PSA_plant_onsite,5,2,1.4,1,14,7,7,0,1,1,1,1,1,0,not_applicable,2022,11,33,pneumonia_child,24,9,1,3,0,815.0,50.0,1,grid_reliable,5
7013,referral_hospital,O2_0057,urban,218,1,1,1,1,LOX_bulk_tank,0,0,3.0,1,14,9,2,0,1,0,0,1,1,0,not_applicable,2024,6,29,COPD_exacerbation,13,16,1,8,0,763.0,0.0,1,grid_unreliable,0
7014,referral_hospital,O2_0116,urban,339,1,1,1,1,oxygen_concentrator,9,4,2.9,1,11,9,2,0,1,1,1,1,1,1,power_outage,2023,9,47,COVID19_severe,36,11,1,5,0,925.0,16.0,1,grid_reliable,4
7015,referral_hospital,O2_0060,urban,310,1,1,1,1,oxygen_concentrator,7,5,0.2,1,8,1,1,0,1,1,1,1,1,0,not_applicable,2023,12,42,asthma_severe,33,9,1,2,0,675.0,29.0,0,grid_reliable,3
7016,referral_hospital,O2_0021,peri_urban,325,1,1,1,1,LOX_bulk_tank,0,0,1.9,1,10,4,7,0,1,0,0,1,1,0,not_applicable,2022,7,47,COVID19_severe,39,8,1,4,0,760.0,2.0,1,grid_unreliable,5
7017,referral_hospital,O2_0019,rural,238,1,1,1,1,LOX_bulk_tank,0,0,4.9,1,11,3,9,0,1,1,0,0,0,30,funding_for_refill,2024,6,45,neonatal_respiratory,0,45,0,16,14,1034.0,23.0,1,grid_reliable,4
7018,referral_hospital,O2_0198,urban,227,1,1,1,1,cylinder_piped,5,3,6.8,1,13,5,6,0,1,1,1,1,1,0,not_applicable,2023,2,46,pneumonia_adult,30,16,1,5,0,794.0,4.0,1,solar,1
7019,referral_hospital,O2_0082,rural,260,1,1,1,1,cylinder_piped,1,0,0.1,1,8,3,1,0,1,0,0,1,1,0,not_applicable,2021,12,34,sepsis,18,16,1,4,0,692.0,5.0,1,grid_unreliable,0
7020,referral_hospital,O2_0055,peri_urban,218,1,1,1,1,oxygen_concentrator,4,2,2.3,1,9,10,14,0,1,1,1,1,1,0,not_applicable,2024,7,49,heart_failure,28,21,1,4,0,921.0,7.0,1,grid_unreliable,24
7021,referral_hospital,O2_0063,urban,298,1,1,1,1,oxygen_concentrator,7,3,2.0,1,8,15,0,0,1,1,1,0,0,4,power_outage,2023,11,35,neonatal_respiratory,0,35,0,10,6,1102.0,56.0,1,grid_reliable,2
7022,referral_hospital,O2_0187,peri_urban,251,1,1,1,1,oxygen_concentrator,13,7,5.1,1,8,5,4,0,1,0,0,1,0,0,not_applicable,2024,11,45,COVID19_severe,37,8,0,4,0,897.0,1.0,1,grid_reliable,5
7023,referral_hospital,O2_0138,urban,241,1,1,1,1,cylinder_piped,0,0,0.5,1,10,5,9,0,1,1,1,1,1,1,piping_system_leak,2022,5,35,COPD_exacerbation,26,9,0,2,0,939.0,8.0,1,grid_unreliable,4
7024,referral_hospital,O2_0112,rural,275,1,1,1,1,oxygen_concentrator,1,0,13.2,1,12,5,1,0,1,1,0,1,1,0,not_applicable,2022,9,40,severe_malaria,27,13,1,4,0,808.0,62.0,0,grid_unreliable,6
7025,referral_hospital,O2_0135,rural,277,1,1,1,1,cylinder_piped,7,4,1.3,1,3,6,11,0,1,1,0,1,0,0,not_applicable,2021,3,40,neonatal_respiratory,15,25,1,9,0,685.0,17.0,1,grid_reliable,2
7026,referral_hospital,O2_0143,peri_urban,293,1,1,1,1,LOX_bulk_tank,0,0,10.1,1,9,4,15,0,1,1,1,1,1,0,not_applicable,2023,5,43,surgical_anaesthesia,32,11,1,1,0,777.0,2.0,1,none,3
7027,referral_hospital,O2_0005,urban,167,1,1,1,1,PSA_plant_onsite,0,0,1.1,1,9,3,1,0,1,0,0,0,0,16,PSA_plant_breakdown,2021,10,37,COVID19_severe,0,37,0,10,12,850.0,2.0,1,none,8
7028,referral_hospital,O2_0103,peri_urban,245,1,1,1,1,LOX_bulk_tank,0,0,0.5,1,7,3,3,0,1,1,1,1,1,0,not_applicable,2022,2,46,pneumonia_adult,28,18,1,6,0,678.0,2.0,1,generator_only,5
7029,referral_hospital,O2_0099,peri_urban,273,1,1,1,1,PSA_plant_onsite,0,0,0.2,1,8,7,1,1,1,0,0,0,0,1,cylinder_delivery_delay,2024,12,33,pneumonia_adult,0,33,0,12,0,547.0,58.0,1,grid_reliable,5
7030,referral_hospital,O2_0064,urban,252,1,1,1,1,cylinder_piped,0,0,0.6,1,4,6,14,0,1,1,1,1,1,0,not_applicable,2024,3,39,trauma,35,4,0,1,0,473.0,16.0,1,generator_only,9
7031,referral_hospital,O2_0142,peri_urban,302,1,1,1,1,cylinder_piped,0,0,1.8,1,12,5,0,0,1,0,0,1,1,0,not_applicable,2021,1,43,COPD_exacerbation,31,12,1,4,0,590.0,25.0,0,grid_unreliable,1
7032,referral_hospital,O2_0076,urban,263,1,1,1,1,LOX_bulk_tank,0,0,1.7,1,10,4,6,0,1,0,0,1,1,0,not_applicable,2023,10,38,asthma_severe,36,2,0,2,0,820.0,16.0,0,grid_reliable,2
7033,referral_hospital,O2_0036,peri_urban,277,1,1,1,1,PSA_plant_onsite,0,0,5.2,1,10,7,0,0,1,1,1,1,1,15,funding_for_refill,2023,6,26,sepsis,20,6,1,2,0,884.0,3.0,1,solar,1
7034,referral_hospital,O2_0161,urban,295,1,1,1,1,PSA_plant_onsite,0,0,0.3,1,11,5,0,0,1,1,1,1,1,0,not_applicable,2021,9,34,pneumonia_child,25,9,0,2,0,842.0,29.0,1,grid_unreliable,5
7035,referral_hospital,O2_0147,urban,293,1,1,1,1,PSA_plant_onsite,0,0,0.3,1,13,7,5,1,1,1,0,1,1,0,not_applicable,2024,5,34,neonatal_respiratory,34,0,0,0,0,885.0,6.0,1,grid_reliable,1
7036,referral_hospital,O2_0051,peri_urban,311,1,1,1,1,cylinder_piped,0,0,3.0,1,6,1,2,0,1,1,0,1,1,6,empty_cylinders_not_collected,2024,5,41,trauma,41,0,1,0,0,854.0,31.0,1,grid_unreliable,3
7037,referral_hospital,O2_0050,rural,353,1,1,1,1,PSA_plant_onsite,0,0,22.7,1,8,4,6,0,1,1,1,1,0,0,not_applicable,2022,11,29,severe_malaria,25,4,1,1,0,940.0,8.0,1,grid_unreliable,8
7038,referral_hospital,O2_0084,rural,230,1,1,1,1,LOX_bulk_tank,0,0,2.3,1,7,7,10,0,1,1,1,1,1,0,not_applicable,2024,3,34,COPD_exacerbation,26,8,1,3,0,874.0,4.0,1,grid_unreliable,0
7039,referral_hospital,O2_0037,peri_urban,290,1,1,1,1,LOX_bulk_tank,0,0,2.7,1,12,2,14,0,1,1,1,1,1,0,not_applicable,2023,8,39,surgical_anaesthesia,28,11,1,4,0,937.0,18.0,1,none,7
7040,referral_hospital,O2_0014,peri_urban,187,1,1,1,1,cylinder_piped,0,0,13.2,1,10,3,10,0,1,1,1,1,1,0,not_applicable,2022,11,37,pneumonia_child,23,14,1,4,0,927.0,22.0,1,generator_only,4
7041,referral_hospital,O2_0019,urban,219,1,1,1,1,oxygen_concentrator,3,2,2.4,1,13,7,0,0,1,0,0,1,1,0,not_applicable,2022,9,43,neonatal_respiratory,33,10,1,5,0,1031.0,13.0,1,generator_only,0
7042,referral_hospital,O2_0088,urban,207,1,1,1,1,cylinder_piped,0,0,0.6,1,6,4,0,0,1,1,1,1,0,0,not_applicable,2023,12,39,pneumonia_adult,33,6,1,2,0,810.0,0.0,1,grid_reliable,17
7043,referral_hospital,O2_0089,urban,245,1,1,1,1,LOX_bulk_tank,0,0,3.0,1,8,5,11,0,1,1,0,1,1,0,not_applicable,2024,4,43,surgical_anaesthesia,18,25,1,10,0,958.0,10.0,1,grid_reliable,6
7044,referral_hospital,O2_0191,peri_urban,195,1,1,1,1,LOX_bulk_tank,0,0,0.0,1,16,5,3,0,1,1,0,1,1,0,not_applicable,2021,10,29,heart_failure,17,12,0,6,0,600.0,24.0,0,generator_only,3
7045,referral_hospital,O2_0021,rural,136,1,1,1,1,PSA_plant_onsite,0,0,5.7,1,13,4,7,1,1,1,0,1,1,0,not_applicable,2024,8,34,severe_malaria,21,13,1,4,0,977.0,20.0,1,grid_unreliable,0
7046,referral_hospital,O2_0184,peri_urban,274,1,1,1,1,PSA_plant_onsite,6,6,0.3,1,7,3,6,0,1,1,1,1,1,14,demand_surge,2021,12,47,neonatal_respiratory,40,7,0,2,0,917.0,7.0,1,grid_reliable,9
7047,referral_hospital,O2_0164,peri_urban,216,1,1,1,1,oxygen_concentrator,8,7,4.4,1,9,3,9,0,1,1,1,0,0,30,concentrator_malfunction,2023,2,28,trauma,0,28,0,7,0,961.0,39.0,1,grid_reliable,8
7048,referral_hospital,O2_0074,peri_urban,196,1,1,1,1,LOX_bulk_tank,0,0,3.4,1,9,3,9,0,1,1,0,0,0,6,concentrator_malfunction,2023,5,36,pneumonia_child,0,36,0,15,4,856.0,9.0,1,solar,0
7049,referral_hospital,O2_0145,rural,257,1,1,1,1,cylinder_piped,1,0,1.3,1,12,8,3,0,1,1,1,0,0,4,power_outage,2023,7,40,heart_failure,0,40,0,12,12,746.0,2.0,1,generator_only,0
7050,referral_hospital,O2_0034,rural,216,1,1,1,1,oxygen_concentrator,8,7,1.4,1,11,0,2,0,1,1,0,1,1,0,not_applicable,2024,8,39,heart_failure,23,16,0,7,0,725.0,30.0,1,none,0
7051,referral_hospital,O2_0181,urban,200,1,1,1,1,LOX_bulk_tank,0,0,7.8,1,8,3,1,0,1,1,0,1,1,0,not_applicable,2022,3,44,asthma_severe,38,6,1,2,0,603.0,3.0,1,grid_reliable,0
7052,referral_hospital,O2_0115,peri_urban,293,1,1,1,1,LOX_bulk_tank,0,0,0.3,1,10,2,4,0,1,1,1,1,1,0,not_applicable,2024,8,37,pneumonia_child,28,9,0,4,0,599.0,10.0,1,grid_reliable,3
7053,referral_hospital,O2_0093,urban,281,1,1,1,1,oxygen_concentrator,3,1,0.6,1,7,4,1,0,1,1,1,1,1,0,not_applicable,2023,10,40,pneumonia_adult,40,0,0,0,0,722.0,20.0,1,grid_unreliable,2
7054,referral_hospital,O2_0029,urban,235,1,1,1,1,LOX_bulk_tank,0,0,1.1,1,12,2,7,0,1,1,1,1,1,0,not_applicable,2024,3,33,asthma_severe,28,5,1,2,0,877.0,12.0,1,grid_reliable,10
7055,referral_hospital,O2_0135,rural,288,1,1,1,1,LOX_bulk_tank,0,0,0.2,1,7,3,10,0,1,1,0,1,1,0,not_applicable,2024,8,49,neonatal_respiratory,36,13,1,5,0,677.0,26.0,1,grid_reliable,1
7056,referral_hospital,O2_0130,peri_urban,232,1,1,1,1,PSA_plant_onsite,0,0,3.0,1,9,2,4,1,1,1,0,1,1,0,not_applicable,2024,11,43,sepsis,22,21,1,8,0,906.0,8.0,1,grid_reliable,1
7057,referral_hospital,O2_0020,rural,333,1,1,1,1,oxygen_concentrator,10,8,4.5,1,7,5,3,0,1,0,0,1,0,0,not_applicable,2021,6,38,surgical_anaesthesia,28,10,1,3,0,698.0,43.0,1,generator_only,5
7058,referral_hospital,O2_0076,rural,236,1,1,1,1,cylinder_piped,3,2,3.2,1,13,3,2,0,1,1,1,0,0,6,supplier_stockout,2021,11,38,pneumonia_child,0,38,0,15,8,502.0,29.0,1,grid_reliable,9
7059,referral_hospital,O2_0176,urban,187,1,1,1,1,cylinder_piped,0,0,6.8,1,9,1,13,0,1,1,1,1,1,8,concentrator_malfunction,2021,10,49,pneumonia_adult,41,8,1,2,0,843.0,4.0,1,grid_reliable,7
7060,referral_hospital,O2_0101,urban,183,1,1,1,1,LOX_bulk_tank,0,0,10.7,1,14,6,4,0,1,1,1,1,1,0,not_applicable,2023,7,40,trauma,39,1,1,1,0,820.0,11.0,1,grid_reliable,14
7061,referral_hospital,O2_0129,urban,255,1,1,1,1,LOX_bulk_tank,0,0,1.2,1,11,4,12,0,1,1,0,0,0,3,cylinder_delivery_delay,2021,7,40,other_hypoxemia,0,40,0,11,15,1098.0,1.0,1,solar,0
7062,referral_hospital,O2_0055,rural,228,1,1,1,1,cylinder_portable,0,0,1.6,1,6,3,0,0,1,0,0,1,1,0,not_applicable,2022,7,38,COPD_exacerbation,35,3,1,1,0,644.0,71.0,1,grid_reliable,2
7063,referral_hospital,O2_0102,urban,322,1,1,1,1,cylinder_piped,5,2,3.1,1,12,2,1,0,1,0,0,1,1,3,PSA_plant_breakdown,2023,11,33,COPD_exacerbation,19,14,1,5,0,748.0,11.0,1,grid_reliable,13
7064,referral_hospital,O2_0083,urban,202,1,1,1,1,LOX_bulk_tank,8,3,0.5,1,13,7,0,0,1,1,0,1,1,0,not_applicable,2024,2,49,severe_malaria,39,10,1,3,0,864.0,23.0,1,grid_reliable,0
7065,referral_hospital,O2_0056,peri_urban,192,1,1,1,1,PSA_plant_onsite,2,1,1.3,1,11,6,2,1,1,1,1,1,0,0,not_applicable,2024,4,34,severe_malaria,28,6,1,2,0,821.0,19.0,1,grid_reliable,4
7066,referral_hospital,O2_0114,urban,258,1,1,1,1,PSA_plant_onsite,0,0,1.6,1,10,6,1,1,1,1,1,1,1,0,not_applicable,2023,10,42,neonatal_respiratory,35,7,1,4,0,839.0,2.0,1,grid_reliable,1
7067,referral_hospital,O2_0027,urban,217,1,1,1,1,cylinder_portable,0,0,11.3,1,6,4,0,0,1,1,1,0,0,15,power_outage,2022,2,32,pneumonia_child,0,32,0,9,8,891.0,16.0,0,generator_only,5
7068,referral_hospital,O2_0021,peri_urban,230,1,1,1,1,LOX_bulk_tank,0,0,1.1,1,10,5,0,0,1,1,1,0,0,1,PSA_plant_breakdown,2024,7,35,surgical_anaesthesia,0,35,0,11,14,590.0,17.0,1,generator_only,7
7069,referral_hospital,O2_0108,peri_urban,267,1,1,1,1,PSA_plant_onsite,0,0,5.6,1,7,5,4,0,1,1,1,1,1,0,not_applicable,2024,3,32,sepsis,21,11,1,2,0,905.0,19.0,1,grid_reliable,12
7070,referral_hospital,O2_0044,urban,204,1,1,1,1,cylinder_piped,4,3,5.0,1,8,2,1,0,1,1,0,1,1,0,not_applicable,2022,11,39,severe_malaria,39,0,0,0,0,642.0,25.0,1,generator_only,7
7071,referral_hospital,O2_0002,rural,236,1,1,1,1,cylinder_piped,7,5,1.9,1,10,3,5,0,1,1,1,0,0,7,power_outage,2022,5,42,COPD_exacerbation,0,42,0,12,20,892.0,6.0,1,grid_reliable,1
7072,referral_hospital,O2_0066,urban,359,1,1,1,1,cylinder_piped,0,0,3.9,1,9,6,2,0,1,0,0,1,1,0,not_applicable,2024,12,28,COVID19_severe,23,5,1,1,0,1061.0,6.0,1,generator_only,0
7073,referral_hospital,O2_0196,peri_urban,259,1,1,1,1,cylinder_portable,4,4,1.6,1,13,7,5,0,1,1,1,0,0,3,PSA_plant_breakdown,2024,4,30,surgical_anaesthesia,0,30,0,12,3,755.0,60.0,1,grid_unreliable,3
7074,referral_hospital,O2_0129,peri_urban,204,1,1,1,1,LOX_bulk_tank,0,0,2.6,1,17,3,9,0,1,1,1,1,1,0,not_applicable,2024,7,38,pneumonia_adult,35,3,1,0,0,697.0,11.0,1,grid_unreliable,2
7075,referral_hospital,O2_0126,urban,288,1,1,1,1,LOX_bulk_tank,0,0,4.6,1,13,10,1,0,1,1,1,1,1,0,not_applicable,2023,1,54,heart_failure,46,8,0,4,0,860.0,12.0,1,grid_unreliable,5
7076,referral_hospital,O2_0045,urban,237,1,1,1,1,oxygen_concentrator,3,1,1.2,1,13,1,10,0,1,1,1,1,0,0,not_applicable,2024,5,37,heart_failure,33,4,1,2,0,711.0,42.0,1,grid_unreliable,3
7077,referral_hospital,O2_0052,rural,273,1,1,1,1,cylinder_portable,0,0,0.8,1,11,4,4,0,1,1,1,1,1,0,not_applicable,2022,10,38,pneumonia_adult,28,10,1,4,0,578.0,28.0,1,generator_only,3
7078,referral_hospital,O2_0149,urban,260,1,1,1,1,LOX_bulk_tank,0,0,2.2,1,10,5,1,0,1,1,1,1,1,12,funding_for_refill,2024,6,38,pneumonia_child,35,3,1,1,0,631.0,8.0,1,solar,3
7079,referral_hospital,O2_0131,rural,238,1,1,1,1,PSA_plant_onsite,0,0,4.2,1,10,5,4,0,1,1,1,1,0,0,not_applicable,2024,1,45,neonatal_respiratory,29,16,1,5,0,721.0,8.0,1,solar,8
7080,referral_hospital,O2_0117,urban,287,1,1,1,1,PSA_plant_onsite,7,4,1.8,1,8,5,2,0,1,0,0,1,1,0,not_applicable,2023,3,44,neonatal_respiratory,34,10,1,1,0,728.0,1.0,1,grid_reliable,4
7081,referral_hospital,O2_0174,urban,261,1,1,1,1,cylinder_piped,0,0,1.3,1,16,2,0,0,1,1,1,1,1,0,not_applicable,2023,10,38,pneumonia_adult,30,8,1,3,0,883.0,45.0,0,grid_unreliable,5
7082,referral_hospital,O2_0085,urban,276,1,1,1,1,PSA_plant_onsite,0,0,4.4,1,8,5,3,0,1,1,1,1,1,0,not_applicable,2023,10,35,COPD_exacerbation,33,2,1,2,0,708.0,10.0,1,generator_only,1
7083,referral_hospital,O2_0091,urban,288,1,1,1,1,PSA_plant_onsite,0,0,1.0,1,10,5,0,1,1,1,1,1,0,0,not_applicable,2022,1,38,asthma_severe,23,15,1,6,0,845.0,84.0,1,grid_unreliable,0
7084,referral_hospital,O2_0147,urban,285,1,1,1,1,LOX_bulk_tank,0,0,1.7,1,8,8,4,0,1,1,1,0,0,30,PSA_plant_breakdown,2023,9,43,trauma,0,43,0,15,23,936.0,23.0,1,grid_unreliable,1
7085,referral_hospital,O2_0187,peri_urban,286,1,1,1,1,oxygen_concentrator,7,3,1.4,1,9,5,0,0,1,0,0,1,1,0,not_applicable,2024,3,29,other_hypoxemia,24,5,1,2,0,967.0,5.0,0,grid_unreliable,4
7086,referral_hospital,O2_0177,urban,227,1,1,1,1,cylinder_piped,0,0,11.0,1,9,4,0,0,1,1,1,1,1,0,not_applicable,2023,4,39,asthma_severe,35,4,1,2,0,776.0,14.0,1,grid_unreliable,12
7087,referral_hospital,O2_0160,rural,290,1,1,1,1,LOX_bulk_tank,0,0,0.9,1,12,6,0,0,1,1,1,0,0,8,cylinder_delivery_delay,2024,4,37,pneumonia_adult,0,37,0,18,16,1019.0,4.0,1,generator_only,12
7088,referral_hospital,O2_0108,urban,220,1,1,1,1,PSA_plant_onsite,8,5,2.9,1,10,9,19,1,1,1,1,1,1,7,PSA_plant_breakdown,2022,9,40,pneumonia_child,27,13,1,5,0,888.0,6.0,1,generator_only,1
7089,referral_hospital,O2_0188,urban,236,1,1,1,1,cylinder_piped,4,2,1.7,1,8,10,7,0,1,0,0,1,0,0,not_applicable,2024,5,43,pneumonia_child,39,4,0,3,0,871.0,13.0,1,grid_reliable,1
7090,referral_hospital,O2_0162,rural,190,1,1,1,1,cylinder_piped,4,3,1.2,1,3,7,0,0,1,0,0,0,0,8,supplier_stockout,2024,3,37,pneumonia_adult,0,37,0,10,7,694.0,5.0,1,grid_reliable,0
7091,referral_hospital,O2_0122,peri_urban,215,1,1,1,1,cylinder_piped,0,0,3.8,1,13,9,5,0,1,1,0,1,1,0,not_applicable,2022,2,52,heart_failure,43,9,1,5,0,697.0,11.0,1,grid_reliable,1
7092,referral_hospital,O2_0185,rural,283,1,1,1,1,cylinder_piped,0,0,4.2,1,6,8,2,0,1,0,0,1,0,0,not_applicable,2024,1,38,COVID19_severe,27,11,1,3,0,827.0,20.0,1,grid_unreliable,1
7093,referral_hospital,O2_0040,peri_urban,252,1,1,1,1,LOX_bulk_tank,0,0,0.5,1,11,3,9,0,1,1,1,1,1,0,not_applicable,2024,4,39,other_hypoxemia,28,11,1,3,0,896.0,0.0,1,grid_unreliable,1
7094,referral_hospital,O2_0136,peri_urban,255,1,1,1,1,cylinder_piped,0,0,0.1,1,9,5,3,0,1,0,0,1,0,0,not_applicable,2022,7,52,severe_malaria,51,1,1,1,0,685.0,14.0,1,grid_reliable,1
7095,referral_hospital,O2_0001,peri_urban,295,1,1,1,1,oxygen_concentrator,5,3,0.0,1,7,4,1,0,1,1,1,0,0,1,piping_system_leak,2021,6,34,heart_failure,0,34,0,13,19,847.0,31.0,0,grid_unreliable,4
7096,referral_hospital,O2_0154,urban,218,1,1,1,1,LOX_bulk_tank,0,0,1.2,1,8,3,3,0,1,1,1,1,1,0,not_applicable,2022,11,40,pneumonia_adult,33,7,0,3,0,667.0,14.0,1,solar,2
7097,referral_hospital,O2_0094,urban,267,1,1,1,1,LOX_bulk_tank,0,0,1.7,1,10,5,7,0,1,1,0,1,0,0,not_applicable,2022,12,32,trauma,29,3,0,1,0,842.0,45.0,1,generator_only,7
7098,referral_hospital,O2_0013,urban,221,1,1,1,1,oxygen_concentrator,2,1,0.7,1,12,8,10,0,1,1,1,1,1,0,not_applicable,2024,9,31,COPD_exacerbation,25,6,1,0,0,870.0,2.0,0,grid_unreliable,1
7099,referral_hospital,O2_0028,urban,174,1,1,1,1,oxygen_concentrator,8,4,8.5,1,10,9,1,0,1,1,0,1,1,0,not_applicable,2023,12,41,pneumonia_child,29,12,1,5,0,674.0,11.0,1,grid_unreliable,0
7100,referral_hospital,O2_0050,urban,297,1,1,1,1,PSA_plant_onsite,3,2,3.2,1,11,2,6,0,1,1,1,0,0,7,concentrator_malfunction,2022,1,40,neonatal_respiratory,0,40,0,13,10,851.0,5.0,1,grid_reliable,3
7101,referral_hospital,O2_0036,urban,344,1,1,1,1,cylinder_piped,0,0,1.2,1,13,4,1,0,1,1,1,1,0,0,not_applicable,2023,7,37,neonatal_respiratory,37,0,1,0,0,777.0,7.0,1,grid_reliable,1
7102,referral_hospital,O2_0002,urban,195,1,1,1,1,cylinder_portable,0,0,0.6,1,7,4,0,0,1,1,1,1,1,0,not_applicable,2023,8,41,sepsis,37,4,1,1,0,1068.0,50.0,1,grid_reliable,2
7103,referral_hospital,O2_0163,peri_urban,266,1,1,1,1,PSA_plant_onsite,6,5,4.7,1,10,5,3,0,1,1,1,1,1,1,demand_surge,2023,6,36,neonatal_respiratory,25,11,0,4,0,489.0,89.0,1,none,3
7104,referral_hospital,O2_0159,peri_urban,242,1,1,1,1,cylinder_piped,0,0,2.4,1,13,4,0,0,1,1,0,1,1,0,not_applicable,2023,7,44,pneumonia_child,31,13,1,6,0,913.0,48.0,1,grid_unreliable,2
7105,referral_hospital,O2_0031,rural,201,1,1,1,1,PSA_plant_onsite,0,0,2.4,1,12,4,1,1,1,1,1,1,1,0,not_applicable,2023,10,39,neonatal_respiratory,39,0,1,0,0,855.0,7.0,1,grid_reliable,2
7106,referral_hospital,O2_0049,urban,253,1,1,1,1,PSA_plant_onsite,0,0,4.9,1,8,4,6,1,1,1,0,1,1,0,not_applicable,2023,3,37,heart_failure,22,15,1,5,0,888.0,2.0,1,generator_only,0
7107,referral_hospital,O2_0127,rural,315,1,1,1,1,oxygen_concentrator,2,1,2.7,1,9,6,0,0,1,0,0,1,1,0,not_applicable,2022,9,42,pneumonia_adult,37,5,1,0,0,906.0,10.0,1,grid_reliable,10
7108,referral_hospital,O2_0058,urban,189,1,1,1,1,LOX_bulk_tank,0,0,3.7,1,10,6,7,0,1,1,1,1,0,0,not_applicable,2023,11,29,neonatal_respiratory,25,4,1,2,0,604.0,38.0,1,grid_reliable,0
7109,referral_hospital,O2_0190,peri_urban,317,1,1,1,1,oxygen_concentrator,5,5,0.1,1,8,6,5,0,1,1,1,1,1,0,not_applicable,2022,8,49,pneumonia_child,47,2,1,1,0,824.0,1.0,1,generator_only,2
7110,referral_hospital,O2_0155,peri_urban,310,1,1,1,1,PSA_plant_onsite,0,0,2.4,1,10,5,1,1,1,1,1,0,0,30,supplier_stockout,2024,12,25,pneumonia_adult,0,25,0,11,10,700.0,6.0,1,none,8
7111,referral_hospital,O2_0035,rural,300,1,1,1,1,PSA_plant_onsite,0,0,0.5,1,14,6,2,0,1,1,1,1,0,0,not_applicable,2024,4,32,COVID19_severe,27,5,1,1,0,894.0,20.0,1,grid_reliable,11
7112,referral_hospital,O2_0112,urban,304,1,1,1,1,LOX_bulk_tank,0,0,4.1,1,11,7,15,0,1,1,1,1,1,0,not_applicable,2023,10,41,heart_failure,35,6,1,1,0,471.0,5.0,1,generator_only,1
7113,referral_hospital,O2_0054,peri_urban,244,1,1,1,1,LOX_bulk_tank,0,0,0.9,1,10,6,1,0,1,1,0,1,1,0,not_applicable,2022,12,27,trauma,25,2,1,0,0,958.0,6.0,1,grid_unreliable,5
7114,referral_hospital,O2_0159,peri_urban,206,1,1,1,1,oxygen_concentrator,1,0,2.1,1,8,4,3,0,1,1,0,1,1,7,empty_cylinders_not_collected,2024,1,55,neonatal_respiratory,38,17,1,5,0,643.0,2.0,1,grid_unreliable,6
7115,referral_hospital,O2_0068,urban,214,1,1,1,1,cylinder_piped,0,0,6.3,1,8,3,0,0,1,1,1,1,1,0,not_applicable,2022,4,37,surgical_anaesthesia,25,12,1,2,0,907.0,19.0,1,grid_reliable,1
7116,referral_hospital,O2_0018,urban,285,1,1,1,1,cylinder_piped,0,0,2.6,1,9,2,5,0,1,1,1,0,0,8,PSA_plant_breakdown,2024,12,41,COVID19_severe,0,41,0,19,10,1048.0,19.0,1,none,3
7117,referral_hospital,O2_0090,urban,259,1,1,1,1,PSA_plant_onsite,0,0,3.1,1,11,8,12,1,1,1,1,1,1,0,not_applicable,2021,1,40,neonatal_respiratory,40,0,1,0,0,771.0,2.0,1,grid_unreliable,0
7118,referral_hospital,O2_0139,peri_urban,269,1,1,1,1,LOX_bulk_tank,0,0,3.9,1,9,1,13,0,1,1,1,1,1,0,not_applicable,2024,2,35,pneumonia_child,29,6,1,6,0,804.0,4.0,1,solar,0
7119,referral_hospital,O2_0118,peri_urban,315,1,1,1,1,oxygen_concentrator,8,4,0.4,1,7,5,1,0,1,0,0,0,0,4,piping_system_leak,2022,2,41,other_hypoxemia,0,41,0,15,16,692.0,2.0,1,generator_only,1
7120,referral_hospital,O2_0140,urban,298,1,1,1,1,cylinder_portable,0,0,0.5,1,10,5,0,0,1,1,1,0,0,2,empty_cylinders_not_collected,2023,4,40,pneumonia_adult,0,40,0,13,11,864.0,42.0,1,grid_reliable,0
7121,referral_hospital,O2_0103,urban,254,1,1,1,1,oxygen_concentrator,3,1,6.8,1,8,4,5,0,1,1,1,0,0,4,empty_cylinders_not_collected,2024,3,33,COPD_exacerbation,0,33,0,8,3,323.0,10.0,1,none,5
7122,referral_hospital,O2_0041,urban,207,1,1,1,1,oxygen_concentrator,4,3,0.4,1,10,6,8,0,1,1,0,1,0,0,not_applicable,2023,8,44,COVID19_severe,27,17,1,7,0,716.0,25.0,1,grid_reliable,1
7123,referral_hospital,O2_0101,rural,275,1,1,1,1,LOX_bulk_tank,0,0,0.5,1,12,3,2,0,1,1,1,1,1,0,not_applicable,2022,10,38,trauma,32,6,1,1,0,786.0,52.0,1,grid_reliable,8
7124,referral_hospital,O2_0048,urban,194,1,1,1,1,PSA_plant_onsite,0,0,4.4,1,10,7,0,1,1,1,1,1,1,0,not_applicable,2022,9,38,COPD_exacerbation,28,10,0,3,0,892.0,2.0,1,solar,1
7125,referral_hospital,O2_0126,urban,236,1,1,1,1,LOX_bulk_tank,4,3,4.4,1,11,4,5,0,1,1,1,1,1,0,not_applicable,2021,6,55,COVID19_severe,55,0,0,0,0,1051.0,10.0,0,grid_reliable,10
7126,referral_hospital,O2_0072,rural,239,1,1,1,1,cylinder_piped,6,2,3.2,1,7,2,6,0,1,0,0,1,1,0,not_applicable,2021,10,41,pneumonia_child,35,6,1,4,0,788.0,5.0,0,generator_only,2
7127,referral_hospital,O2_0129,urban,370,1,1,1,1,oxygen_concentrator,4,2,4.1,1,15,5,1,0,1,1,0,1,1,0,not_applicable,2023,11,43,COVID19_severe,24,19,0,6,0,872.0,23.0,1,none,1
7128,referral_hospital,O2_0188,urban,179,1,1,1,1,LOX_bulk_tank,0,0,2.4,1,10,5,0,0,1,1,1,1,1,0,not_applicable,2022,6,42,pneumonia_child,27,15,1,5,0,819.0,16.0,1,solar,0
7129,referral_hospital,O2_0068,rural,263,1,1,1,1,cylinder_portable,4,2,6.8,1,7,6,3,0,1,1,1,1,1,3,concentrator_malfunction,2024,9,41,pneumonia_child,23,18,0,6,0,679.0,5.0,1,solar,9
7130,referral_hospital,O2_0063,rural,255,1,1,1,1,PSA_plant_onsite,5,2,5.7,1,13,5,20,0,1,1,1,1,1,0,not_applicable,2022,7,35,pneumonia_child,27,8,1,4,0,977.0,8.0,1,solar,9
7131,referral_hospital,O2_0047,peri_urban,255,1,1,1,1,LOX_bulk_tank,0,0,5.5,1,14,1,0,0,1,1,1,1,0,3,regulator_valve_failure,2023,10,35,asthma_severe,35,0,1,0,0,770.0,31.0,1,grid_unreliable,1
7132,referral_hospital,O2_0145,peri_urban,277,1,1,1,1,LOX_bulk_tank,6,2,1.0,1,9,6,2,0,1,0,0,0,0,2,cylinder_delivery_delay,2022,11,35,pneumonia_child,0,35,0,9,14,1021.0,2.0,1,solar,10
7133,referral_hospital,O2_0131,urban,240,1,1,1,1,PSA_plant_onsite,0,0,0.7,1,10,4,7,1,1,1,1,1,0,0,not_applicable,2023,2,38,heart_failure,18,20,0,10,0,898.0,20.0,1,generator_only,3
7134,referral_hospital,O2_0195,rural,222,1,1,1,1,PSA_plant_onsite,0,0,1.1,1,8,6,2,1,1,1,1,1,1,0,not_applicable,2024,11,37,COPD_exacerbation,33,4,1,1,0,980.0,2.0,1,none,21
7135,referral_hospital,O2_0044,urban,192,1,1,1,1,oxygen_concentrator,2,1,6.2,1,13,8,2,0,1,1,0,1,1,0,not_applicable,2022,12,40,severe_malaria,31,9,1,3,0,866.0,6.0,1,grid_reliable,19
7136,referral_hospital,O2_0047,peri_urban,270,1,1,1,1,oxygen_concentrator,7,5,2.5,1,7,5,4,0,1,1,0,0,0,2,concentrator_malfunction,2021,6,41,COPD_exacerbation,0,41,0,14,14,854.0,11.0,1,grid_reliable,0
7137,referral_hospital,O2_0110,rural,285,1,1,1,1,oxygen_concentrator,8,3,3.0,1,7,7,11,0,1,1,1,1,1,0,not_applicable,2021,5,37,trauma,37,0,1,0,0,938.0,30.0,0,generator_only,3
7138,referral_hospital,O2_0023,rural,294,1,1,1,1,LOX_bulk_tank,0,0,4.6,1,11,2,3,0,1,1,0,1,0,0,not_applicable,2023,9,37,pneumonia_adult,30,7,0,2,0,645.0,14.0,1,grid_reliable,0
7139,referral_hospital,O2_0110,urban,252,1,1,1,1,cylinder_portable,6,3,0.8,1,6,1,1,0,1,1,1,1,1,0,not_applicable,2023,7,43,neonatal_respiratory,33,10,1,5,0,581.0,1.0,1,solar,0
7140,referral_hospital,O2_0055,rural,233,1,1,1,1,cylinder_piped,0,0,7.5,1,9,8,5,0,1,1,1,1,1,0,not_applicable,2024,12,45,pneumonia_child,35,10,1,1,0,859.0,0.0,1,grid_unreliable,5
7141,referral_hospital,O2_0149,urban,216,1,1,1,1,PSA_plant_onsite,0,0,0.7,1,13,8,1,0,1,1,1,1,0,0,not_applicable,2023,12,43,sepsis,35,8,1,3,0,977.0,20.0,0,solar,7
7142,referral_hospital,O2_0034,urban,282,1,1,1,1,PSA_plant_onsite,0,0,0.0,1,12,3,6,0,1,1,0,1,1,0,not_applicable,2024,1,49,other_hypoxemia,38,11,1,2,0,861.0,9.0,1,grid_reliable,3
7143,referral_hospital,O2_0118,peri_urban,243,1,1,1,1,PSA_plant_onsite,1,0,5.2,1,9,2,0,1,1,0,0,1,1,0,not_applicable,2024,12,45,COVID19_severe,27,18,1,7,0,798.0,1.0,1,grid_reliable,4
7144,referral_hospital,O2_0028,peri_urban,271,1,1,1,1,oxygen_concentrator,5,4,3.0,1,13,5,0,0,1,1,1,1,1,0,not_applicable,2021,4,35,asthma_severe,35,0,1,0,0,773.0,6.0,1,grid_reliable,16
7145,referral_hospital,O2_0020,rural,239,1,1,1,1,cylinder_piped,0,0,4.6,1,5,6,1,0,1,1,1,1,1,0,not_applicable,2023,12,51,severe_malaria,36,15,1,8,0,1100.0,68.0,1,generator_only,0
7146,referral_hospital,O2_0055,urban,206,1,1,1,1,LOX_bulk_tank,0,0,2.4,1,5,6,20,0,1,0,0,1,0,7,demand_surge,2024,12,36,trauma,23,13,1,8,0,834.0,3.0,1,solar,16
7147,referral_hospital,O2_0022,urban,277,1,1,1,1,cylinder_piped,0,0,0.0,1,8,5,8,0,1,1,1,1,0,0,not_applicable,2022,10,44,heart_failure,34,10,1,1,0,799.0,17.0,1,grid_unreliable,6
7148,referral_hospital,O2_0173,rural,204,1,1,1,1,PSA_plant_onsite,0,0,12.1,1,9,8,4,0,1,0,0,0,0,14,cylinder_delivery_delay,2023,11,35,asthma_severe,0,35,0,13,13,670.0,13.0,0,grid_unreliable,11
7149,referral_hospital,O2_0006,urban,209,1,1,1,1,PSA_plant_onsite,5,3,0.7,1,13,5,5,0,1,1,1,1,1,0,not_applicable,2021,3,43,asthma_severe,41,2,1,2,0,652.0,2.0,1,grid_reliable,13
7150,referral_hospital,O2_0127,peri_urban,254,1,1,1,1,PSA_plant_onsite,0,0,0.6,1,5,9,2,1,1,1,1,1,1,0,not_applicable,2023,7,51,heart_failure,46,5,1,2,0,939.0,3.0,1,none,2
7151,referral_hospital,O2_0105,urban,296,1,1,1,1,LOX_bulk_tank,3,1,1.8,1,8,4,0,0,1,1,1,1,1,0,not_applicable,2023,12,31,COVID19_severe,16,15,1,4,0,926.0,35.0,1,grid_reliable,6
7152,referral_hospital,O2_0179,urban,168,1,1,1,1,cylinder_portable,0,0,2.0,1,17,4,0,0,1,1,0,1,0,0,not_applicable,2024,7,50,COVID19_severe,34,16,1,8,0,923.0,13.0,1,grid_reliable,0
7153,referral_hospital,O2_0095,urban,247,1,1,1,1,oxygen_concentrator,4,2,3.2,1,5,8,1,0,1,1,1,1,1,0,not_applicable,2023,12,36,COVID19_severe,22,14,1,3,0,848.0,69.0,1,solar,0
7154,referral_hospital,O2_0155,peri_urban,207,1,1,1,1,LOX_bulk_tank,0,0,6.2,1,13,1,5,0,1,1,0,1,1,0,not_applicable,2024,5,37,pneumonia_child,37,0,0,0,0,980.0,7.0,1,grid_unreliable,0
7155,referral_hospital,O2_0067,urban,244,1,1,1,1,LOX_bulk_tank,5,5,0.0,1,1,5,0,0,1,0,0,1,1,0,not_applicable,2022,8,40,pneumonia_adult,35,5,1,3,0,812.0,6.0,1,grid_unreliable,4
7156,referral_hospital,O2_0146,urban,301,1,1,1,1,LOX_bulk_tank,7,2,3.4,1,11,4,3,0,1,1,1,1,1,0,not_applicable,2023,9,40,neonatal_respiratory,37,3,0,2,0,994.0,18.0,1,grid_reliable,4
7157,referral_hospital,O2_0106,urban,260,1,1,1,1,cylinder_piped,0,0,1.0,1,14,6,4,0,1,1,1,0,0,1,PSA_plant_breakdown,2023,10,37,pneumonia_child,0,37,0,20,9,884.0,9.0,1,grid_unreliable,12
7158,referral_hospital,O2_0009,peri_urban,277,1,1,1,1,oxygen_concentrator,4,2,1.0,1,14,2,0,0,1,1,1,1,1,0,not_applicable,2024,2,45,surgical_anaesthesia,39,6,1,2,0,934.0,21.0,1,grid_unreliable,5
7159,referral_hospital,O2_0179,urban,250,1,1,1,1,cylinder_piped,0,0,7.0,1,8,6,0,0,1,1,1,1,1,0,not_applicable,2022,11,33,COVID19_severe,33,0,1,0,0,804.0,5.0,1,grid_unreliable,1
7160,referral_hospital,O2_0027,peri_urban,237,1,1,1,1,LOX_bulk_tank,5,1,5.2,1,8,5,0,0,1,1,1,1,1,7,piping_system_leak,2024,1,40,surgical_anaesthesia,19,21,1,6,0,720.0,22.0,1,generator_only,2
7161,referral_hospital,O2_0126,rural,330,1,1,1,1,oxygen_concentrator,3,2,3.6,1,8,5,2,0,1,1,1,1,1,0,not_applicable,2023,10,50,COPD_exacerbation,36,14,1,3,0,801.0,18.0,1,grid_reliable,5
7162,referral_hospital,O2_0089,rural,227,1,1,1,1,LOX_bulk_tank,10,9,1.4,1,18,4,0,0,1,1,1,1,1,0,not_applicable,2022,5,40,pneumonia_adult,30,10,1,3,0,1135.0,9.0,1,generator_only,2
7163,referral_hospital,O2_0033,urban,234,1,1,1,1,LOX_bulk_tank,0,0,4.4,1,13,5,4,0,1,1,0,1,1,1,demand_surge,2023,11,43,asthma_severe,39,4,1,2,0,791.0,17.0,1,solar,1
7164,referral_hospital,O2_0028,rural,258,1,1,1,1,LOX_bulk_tank,0,0,3.4,1,16,3,9,0,1,1,1,1,1,0,not_applicable,2024,3,53,heart_failure,41,12,1,2,0,814.0,32.0,0,grid_unreliable,5
7165,referral_hospital,O2_0084,peri_urban,248,1,1,1,1,LOX_bulk_tank,0,0,0.6,1,12,6,2,0,1,1,1,1,1,0,not_applicable,2022,12,35,asthma_severe,24,11,1,3,0,845.0,16.0,1,grid_reliable,0
7166,referral_hospital,O2_0027,peri_urban,273,1,1,1,1,PSA_plant_onsite,0,0,1.1,1,7,6,18,0,1,1,1,1,1,0,not_applicable,2021,5,43,other_hypoxemia,37,6,1,1,0,1399.0,4.0,1,grid_reliable,1
7167,referral_hospital,O2_0168,peri_urban,295,1,1,1,1,LOX_bulk_tank,0,0,1.5,1,10,7,6,0,1,1,0,0,0,5,cylinder_delivery_delay,2021,7,33,asthma_severe,0,33,0,13,11,735.0,3.0,1,generator_only,7
7168,referral_hospital,O2_0072,urban,249,1,1,1,1,PSA_plant_onsite,0,0,5.3,1,11,0,9,1,1,1,1,1,0,0,not_applicable,2024,5,25,other_hypoxemia,25,0,0,0,0,865.0,5.0,1,grid_reliable,10
7169,referral_hospital,O2_0008,rural,290,1,1,1,1,PSA_plant_onsite,0,0,2.1,1,4,7,2,1,1,1,1,1,1,0,not_applicable,2023,2,35,surgical_anaesthesia,31,4,0,1,0,771.0,25.0,1,solar,0
7170,referral_hospital,O2_0112,urban,262,1,1,1,1,PSA_plant_onsite,0,0,2.7,1,10,8,13,1,1,1,1,1,1,0,not_applicable,2022,4,33,pneumonia_child,21,12,0,8,0,743.0,27.0,1,grid_reliable,4
7171,referral_hospital,O2_0130,rural,333,1,1,1,1,PSA_plant_onsite,0,0,5.1,1,5,4,13,1,1,0,0,1,1,11,power_outage,2022,12,51,sepsis,37,14,0,5,0,1122.0,3.0,0,grid_unreliable,5
7172,referral_hospital,O2_0054,peri_urban,260,1,1,1,1,PSA_plant_onsite,6,1,2.7,1,12,7,8,0,1,1,1,1,1,0,not_applicable,2022,10,39,COVID19_severe,29,10,1,1,0,847.0,10.0,1,grid_reliable,0
7173,referral_hospital,O2_0014,urban,290,1,1,1,1,oxygen_concentrator,6,3,1.3,1,6,6,13,0,1,1,0,1,1,0,not_applicable,2024,11,37,surgical_anaesthesia,31,6,0,1,0,815.0,12.0,1,grid_reliable,6
7174,referral_hospital,O2_0137,peri_urban,207,1,1,1,1,oxygen_concentrator,4,2,0.6,1,6,4,2,0,1,1,1,1,1,0,not_applicable,2022,2,48,pneumonia_child,44,4,0,0,0,902.0,15.0,1,grid_unreliable,4
7175,referral_hospital,O2_0141,urban,192,1,1,1,1,LOX_bulk_tank,0,0,6.9,1,12,5,0,0,1,0,0,1,0,0,not_applicable,2021,11,40,pneumonia_child,33,7,0,2,0,684.0,4.0,1,grid_unreliable,8
7176,referral_hospital,O2_0133,peri_urban,248,1,1,1,1,LOX_bulk_tank,0,0,0.8,1,7,2,0,0,1,1,1,1,1,0,not_applicable,2023,5,34,pneumonia_child,24,10,1,6,0,829.0,2.0,1,grid_reliable,5
7177,referral_hospital,O2_0017,urban,263,1,1,1,1,LOX_bulk_tank,0,0,0.9,1,16,5,4,0,1,1,1,0,0,1,demand_surge,2023,6,42,pneumonia_adult,0,42,0,15,20,687.0,7.0,1,generator_only,1
7178,referral_hospital,O2_0138,rural,263,1,1,1,1,oxygen_concentrator,4,4,3.9,1,8,6,3,0,1,1,1,1,1,0,not_applicable,2023,1,47,COVID19_severe,36,11,1,4,0,572.0,7.0,1,grid_reliable,0
7179,referral_hospital,O2_0062,urban,183,1,1,1,1,LOX_bulk_tank,0,0,0.5,1,11,6,13,0,1,1,1,1,1,0,not_applicable,2024,1,42,pneumonia_child,40,2,1,2,0,837.0,5.0,1,grid_reliable,4
7180,referral_hospital,O2_0021,peri_urban,300,1,1,1,1,cylinder_piped,0,0,4.9,1,7,11,2,0,1,1,0,1,1,0,not_applicable,2021,9,39,heart_failure,35,4,1,1,0,849.0,43.0,1,solar,1
7181,referral_hospital,O2_0043,rural,237,1,1,1,1,LOX_bulk_tank,2,1,8.2,1,12,2,0,0,1,1,1,0,0,18,PSA_plant_breakdown,2023,10,42,COVID19_severe,0,42,0,16,21,607.0,46.0,1,generator_only,2
7182,referral_hospital,O2_0152,rural,317,1,1,1,1,oxygen_concentrator,4,3,1.1,1,7,5,2,0,1,1,0,1,1,0,not_applicable,2024,1,42,other_hypoxemia,36,6,1,1,0,675.0,16.0,1,grid_unreliable,0
7183,referral_hospital,O2_0014,urban,252,1,1,1,1,oxygen_concentrator,6,4,4.1,1,6,6,15,0,1,1,1,1,1,0,not_applicable,2023,3,46,pneumonia_child,29,17,1,9,0,949.0,11.0,1,grid_unreliable,0
7184,referral_hospital,O2_0005,urban,282,1,1,1,1,PSA_plant_onsite,0,0,0.7,1,13,2,1,1,1,1,0,1,1,0,not_applicable,2024,12,43,surgical_anaesthesia,34,9,1,7,0,619.0,5.0,1,grid_reliable,4
7185,referral_hospital,O2_0041,urban,203,1,1,1,1,PSA_plant_onsite,0,0,1.0,1,9,7,6,0,1,1,1,1,1,1,empty_cylinders_not_collected,2022,2,52,pneumonia_child,39,13,1,4,0,741.0,2.0,1,grid_unreliable,19
7186,referral_hospital,O2_0122,urban,155,1,1,1,1,PSA_plant_onsite,0,0,1.5,1,6,4,4,1,1,1,1,1,1,0,not_applicable,2023,6,38,neonatal_respiratory,33,5,1,2,0,751.0,31.0,0,none,22
7187,referral_hospital,O2_0144,peri_urban,227,1,1,1,1,oxygen_concentrator,7,5,0.0,1,17,3,0,0,1,0,0,1,1,0,not_applicable,2024,2,37,severe_malaria,31,6,1,1,0,809.0,12.0,0,grid_reliable,15
7188,referral_hospital,O2_0123,urban,279,1,1,1,1,PSA_plant_onsite,0,0,5.0,1,10,7,7,1,1,1,0,0,0,12,concentrator_malfunction,2023,4,41,COVID19_severe,0,41,0,16,17,706.0,6.0,1,grid_reliable,20
7189,referral_hospital,O2_0160,urban,242,1,1,1,1,cylinder_piped,0,0,4.9,1,6,7,2,0,1,1,0,1,1,0,not_applicable,2022,11,36,COPD_exacerbation,30,6,1,1,0,656.0,60.0,0,grid_unreliable,8
7190,referral_hospital,O2_0126,peri_urban,201,1,1,1,1,PSA_plant_onsite,0,0,0.2,1,15,3,1,1,1,1,1,1,1,0,not_applicable,2024,5,39,neonatal_respiratory,37,2,1,0,0,668.0,0.0,0,grid_unreliable,1
7191,referral_hospital,O2_0072,urban,303,1,1,1,1,PSA_plant_onsite,2,1,6.0,1,15,5,5,0,1,1,1,1,1,0,not_applicable,2021,8,56,pneumonia_child,46,10,0,6,0,772.0,3.0,1,grid_reliable,4
7192,referral_hospital,O2_0101,urban,230,1,1,1,1,PSA_plant_onsite,0,0,8.9,1,12,5,5,0,1,1,1,1,1,0,not_applicable,2024,11,52,pneumonia_adult,34,18,1,7,0,675.0,48.0,1,grid_reliable,0
7193,referral_hospital,O2_0184,peri_urban,167,1,1,1,1,cylinder_piped,0,0,4.0,1,13,7,2,0,1,1,1,0,0,30,concentrator_malfunction,2024,6,44,COPD_exacerbation,0,44,0,12,15,629.0,8.0,1,solar,6
7194,referral_hospital,O2_0094,urban,250,1,1,1,1,PSA_plant_onsite,0,0,18.1,1,11,3,2,1,1,0,0,1,1,9,PSA_plant_breakdown,2023,12,44,COPD_exacerbation,27,17,0,4,0,896.0,1.0,1,grid_reliable,12
7195,referral_hospital,O2_0069,rural,291,1,1,1,1,LOX_bulk_tank,0,0,1.2,1,10,6,0,0,1,0,0,1,1,0,not_applicable,2023,1,37,severe_malaria,26,11,1,4,0,923.0,30.0,1,generator_only,5
7196,referral_hospital,O2_0052,urban,335,1,1,1,1,LOX_bulk_tank,5,4,5.0,1,14,2,1,0,1,0,0,1,1,0,not_applicable,2022,2,39,surgical_anaesthesia,37,2,1,0,0,591.0,7.0,1,grid_reliable,7
7197,referral_hospital,O2_0005,rural,288,1,1,1,1,LOX_bulk_tank,5,0,1.4,1,10,6,2,0,1,1,1,0,0,12,PSA_plant_breakdown,2022,4,38,pneumonia_child,0,38,0,10,13,1044.0,3.0,1,grid_unreliable,5
7198,referral_hospital,O2_0118,peri_urban,247,1,1,1,1,oxygen_concentrator,5,3,14.3,1,11,6,2,0,1,1,0,0,0,24,concentrator_malfunction,2024,12,44,trauma,0,44,0,14,22,989.0,1.0,1,grid_reliable,0
7199,referral_hospital,O2_0022,urban,163,1,1,1,1,PSA_plant_onsite,0,0,3.1,1,9,7,1,1,1,1,1,1,1,0,not_applicable,2023,3,40,COPD_exacerbation,32,8,1,3,0,791.0,3.0,1,grid_reliable,3
7200,referral_hospital,O2_0178,peri_urban,288,1,1,1,1,LOX_bulk_tank,0,0,2.5,1,8,2,1,0,1,1,1,1,1,0,not_applicable,2024,11,48,pneumonia_child,26,22,1,9,0,740.0,3.0,1,none,14
7201,referral_hospital,O2_0103,rural,244,1,1,1,1,LOX_bulk_tank,0,0,1.3,1,9,3,2,0,1,1,0,0,0,30,PSA_plant_breakdown,2022,4,35,pneumonia_adult,0,35,0,13,15,994.0,38.0,1,grid_reliable,2
7202,referral_hospital,O2_0109,urban,300,1,1,1,1,cylinder_piped,0,0,0.8,1,8,8,1,0,1,1,1,0,0,7,concentrator_malfunction,2023,8,40,asthma_severe,0,40,0,8,7,738.0,3.0,1,solar,9
7203,referral_hospital,O2_0092,urban,289,1,1,1,1,PSA_plant_onsite,0,0,4.1,1,9,3,9,1,1,1,1,1,1,0,not_applicable,2023,2,46,surgical_anaesthesia,46,0,1,0,0,771.0,3.0,1,solar,0
7204,referral_hospital,O2_0184,urban,254,1,1,1,1,oxygen_concentrator,3,2,0.3,1,13,5,5,0,1,1,1,1,1,0,not_applicable,2024,12,43,asthma_severe,33,10,0,3,0,951.0,12.0,1,solar,4
7205,referral_hospital,O2_0066,peri_urban,216,1,1,1,1,PSA_plant_onsite,0,0,1.2,1,10,3,3,1,1,1,1,1,1,0,not_applicable,2021,7,50,asthma_severe,43,7,1,3,0,945.0,2.0,1,solar,5
7206,referral_hospital,O2_0037,urban,271,1,1,1,1,cylinder_piped,5,4,3.4,1,15,5,7,0,1,1,1,1,1,0,not_applicable,2023,3,38,asthma_severe,33,5,1,2,0,1140.0,12.0,1,grid_unreliable,10
7207,referral_hospital,O2_0130,urban,277,1,1,1,1,PSA_plant_onsite,0,0,0.2,1,16,4,0,0,1,1,0,1,1,0,not_applicable,2023,6,30,pneumonia_child,25,5,0,1,0,965.0,38.0,1,grid_unreliable,0
7208,referral_hospital,O2_0032,peri_urban,274,1,1,1,1,PSA_plant_onsite,8,5,26.6,1,17,3,0,1,1,0,0,1,1,0,not_applicable,2023,10,36,COPD_exacerbation,27,9,0,4,0,483.0,5.0,0,grid_unreliable,0
7209,referral_hospital,O2_0106,peri_urban,224,1,1,1,1,cylinder_piped,0,0,1.7,1,10,4,1,0,1,1,1,1,1,0,not_applicable,2024,1,41,pneumonia_child,30,11,1,3,0,1031.0,1.0,1,none,1
7210,referral_hospital,O2_0120,rural,197,1,1,1,1,LOX_bulk_tank,0,0,4.6,1,8,6,6,0,1,0,0,1,0,0,not_applicable,2023,2,45,neonatal_respiratory,36,9,0,3,0,556.0,31.0,1,grid_reliable,1
7211,referral_hospital,O2_0087,peri_urban,175,1,1,1,1,PSA_plant_onsite,0,0,0.6,1,9,4,6,1,1,1,1,1,1,0,not_applicable,2023,10,46,pneumonia_child,38,8,1,1,0,1022.0,3.0,1,grid_reliable,7
7212,referral_hospital,O2_0108,rural,234,1,1,1,1,LOX_bulk_tank,0,0,0.4,1,9,7,6,0,1,1,0,1,1,0,not_applicable,2023,12,42,heart_failure,36,6,0,1,0,730.0,3.0,1,generator_only,2
7213,referral_hospital,O2_0009,urban,211,1,1,1,1,oxygen_concentrator,4,3,8.2,1,10,8,12,0,1,0,0,1,1,0,not_applicable,2022,2,35,severe_malaria,29,6,1,3,0,772.0,41.0,1,grid_reliable,0
7214,referral_hospital,O2_0010,peri_urban,179,1,1,1,1,LOX_bulk_tank,0,0,3.5,1,16,6,2,0,1,1,1,1,0,0,not_applicable,2023,2,34,other_hypoxemia,28,6,1,0,0,687.0,21.0,1,grid_reliable,9
7215,referral_hospital,O2_0185,rural,219,1,1,1,1,oxygen_concentrator,7,7,0.1,1,9,4,8,0,1,1,1,1,1,0,not_applicable,2022,8,34,severe_malaria,29,5,1,3,0,926.0,19.0,1,grid_reliable,4
7216,referral_hospital,O2_0067,urban,312,1,1,1,1,cylinder_piped,0,0,0.4,1,16,7,1,0,1,1,1,1,1,0,not_applicable,2023,8,55,heart_failure,55,0,0,0,0,753.0,2.0,1,solar,19
7217,referral_hospital,O2_0151,rural,186,1,1,1,1,cylinder_piped,0,0,5.2,1,8,4,4,0,1,0,0,1,0,0,not_applicable,2023,1,33,severe_malaria,29,4,1,1,0,814.0,6.0,1,grid_reliable,1
7218,referral_hospital,O2_0151,urban,251,1,1,1,1,LOX_bulk_tank,0,0,1.4,1,12,5,6,0,1,1,1,1,1,0,not_applicable,2023,8,36,pneumonia_adult,30,6,0,3,0,602.0,0.0,1,grid_unreliable,0
7219,referral_hospital,O2_0048,urban,320,1,1,1,1,cylinder_piped,7,5,0.1,1,11,1,2,0,1,1,1,1,1,0,not_applicable,2023,10,33,other_hypoxemia,27,6,1,3,0,936.0,20.0,0,grid_reliable,2
7220,referral_hospital,O2_0017,peri_urban,267,1,1,1,1,oxygen_concentrator,8,6,1.8,1,13,3,1,0,1,1,0,1,1,2,demand_surge,2024,4,48,pneumonia_child,33,15,0,6,0,638.0,7.0,1,grid_unreliable,1
7221,referral_hospital,O2_0120,peri_urban,231,1,1,1,1,oxygen_concentrator,6,3,5.9,1,8,5,2,0,1,1,1,1,0,0,not_applicable,2023,9,43,sepsis,32,11,0,5,0,669.0,2.0,1,generator_only,7
7222,referral_hospital,O2_0131,rural,248,1,1,1,1,cylinder_piped,3,1,0.1,1,11,3,4,0,1,0,0,1,1,0,not_applicable,2024,4,47,other_hypoxemia,32,15,1,3,0,652.0,11.0,0,solar,0
7223,referral_hospital,O2_0098,urban,287,1,1,1,1,oxygen_concentrator,8,4,1.6,1,15,9,9,0,1,1,1,1,1,0,not_applicable,2024,8,38,trauma,29,9,1,1,0,962.0,36.0,1,solar,0
7224,referral_hospital,O2_0160,rural,273,1,1,1,1,LOX_bulk_tank,0,0,1.2,1,7,4,2,0,1,1,0,1,1,0,not_applicable,2023,11,38,trauma,28,10,0,4,0,717.0,6.0,1,grid_unreliable,9
7225,referral_hospital,O2_0136,rural,198,1,1,1,1,LOX_bulk_tank,0,0,1.6,1,8,6,1,0,1,1,1,1,1,0,not_applicable,2024,6,37,trauma,31,6,1,4,0,654.0,2.0,1,grid_reliable,3
7226,referral_hospital,O2_0144,urban,222,1,1,1,1,LOX_bulk_tank,0,0,3.1,1,12,3,1,0,1,1,1,1,1,1,piping_system_leak,2023,1,39,trauma,35,4,0,1,0,550.0,12.0,1,grid_unreliable,5
7227,referral_hospital,O2_0103,urban,283,1,1,1,1,oxygen_concentrator,3,1,0.2,1,11,5,3,0,1,0,0,0,0,30,demand_surge,2023,5,48,asthma_severe,0,48,0,19,18,779.0,4.0,1,grid_unreliable,17
7228,referral_hospital,O2_0104,urban,240,1,1,1,1,oxygen_concentrator,6,3,1.4,1,19,5,0,0,1,1,1,1,1,0,not_applicable,2024,3,43,severe_malaria,36,7,1,1,0,816.0,5.0,1,none,1
7229,referral_hospital,O2_0060,urban,281,1,1,1,1,PSA_plant_onsite,2,1,12.3,1,15,9,0,0,1,0,0,1,1,0,not_applicable,2024,5,43,pneumonia_adult,33,10,0,3,0,837.0,19.0,1,solar,11
7230,referral_hospital,O2_0090,peri_urban,253,1,1,1,1,cylinder_piped,0,0,6.1,1,9,4,16,0,1,1,1,1,1,0,not_applicable,2024,2,31,sepsis,31,0,1,0,0,883.0,2.0,1,grid_reliable,0
7231,referral_hospital,O2_0079,urban,204,1,1,1,1,LOX_bulk_tank,0,0,1.3,1,9,2,6,0,1,1,0,0,0,4,no_oxygen_source,2022,6,38,COPD_exacerbation,0,38,0,18,8,819.0,18.0,1,none,5
7232,referral_hospital,O2_0059,urban,292,1,1,1,1,cylinder_piped,7,3,4.2,1,10,5,1,0,1,1,1,0,0,13,empty_cylinders_not_collected,2023,1,33,sepsis,0,33,0,10,0,686.0,4.0,1,grid_reliable,1
7233,referral_hospital,O2_0122,rural,252,1,1,1,1,PSA_plant_onsite,0,0,0.5,1,9,2,2,1,1,1,0,1,1,0,not_applicable,2023,7,34,trauma,25,9,1,1,0,881.0,2.0,1,grid_unreliable,3
7234,referral_hospital,O2_0146,urban,311,1,1,1,1,oxygen_concentrator,9,3,0.5,1,5,7,15,0,1,1,1,1,1,0,not_applicable,2021,12,35,COVID19_severe,25,10,1,1,0,830.0,8.0,1,generator_only,0
7235,referral_hospital,O2_0115,urban,202,1,1,1,1,LOX_bulk_tank,0,0,1.8,1,12,8,13,0,1,1,1,0,0,5,empty_cylinders_not_collected,2021,8,32,sepsis,0,32,0,11,5,640.0,1.0,1,grid_unreliable,2
7236,referral_hospital,O2_0025,peri_urban,341,1,1,1,1,cylinder_portable,0,0,5.9,1,5,8,2,0,1,1,0,0,0,4,cylinder_delivery_delay,2022,3,38,pneumonia_child,0,38,0,9,9,865.0,35.0,1,grid_unreliable,5
7237,referral_hospital,O2_0063,urban,218,1,1,1,1,cylinder_piped,0,0,1.2,1,9,3,0,0,1,1,1,0,0,19,regulator_valve_failure,2022,3,39,severe_malaria,0,39,0,13,4,724.0,7.0,1,grid_reliable,5
7238,referral_hospital,O2_0185,urban,250,1,1,1,1,PSA_plant_onsite,0,0,1.8,1,8,3,0,0,1,1,1,1,0,1,concentrator_malfunction,2023,9,45,COPD_exacerbation,28,17,0,3,0,905.0,8.0,1,grid_unreliable,1
7239,referral_hospital,O2_0056,rural,250,1,1,1,1,oxygen_concentrator,8,7,2.1,1,6,8,4,0,1,0,0,1,1,0,not_applicable,2024,11,37,COPD_exacerbation,27,10,1,4,0,802.0,12.0,0,grid_unreliable,1
7240,referral_hospital,O2_0118,urban,289,1,1,1,1,PSA_plant_onsite,0,0,6.3,1,15,3,13,1,1,1,1,1,0,0,not_applicable,2023,8,29,severe_malaria,24,5,0,2,0,963.0,59.0,1,grid_reliable,3
7241,referral_hospital,O2_0005,peri_urban,247,1,1,1,1,cylinder_piped,0,0,4.9,1,4,4,0,0,1,1,1,1,1,0,not_applicable,2021,7,31,COPD_exacerbation,23,8,1,3,0,950.0,15.0,0,grid_reliable,2
7242,referral_hospital,O2_0135,urban,243,1,1,1,1,LOX_bulk_tank,0,0,4.1,1,7,6,3,0,1,1,1,1,1,6,cylinder_delivery_delay,2022,7,46,COPD_exacerbation,26,20,1,7,0,820.0,24.0,1,grid_unreliable,2
7243,referral_hospital,O2_0103,urban,316,1,1,1,1,LOX_bulk_tank,0,0,4.2,1,9,9,1,0,1,1,0,1,1,3,demand_surge,2022,12,38,pneumonia_child,19,19,1,8,0,573.0,7.0,1,grid_reliable,1
7244,referral_hospital,O2_0103,urban,249,1,1,1,1,oxygen_concentrator,8,5,1.8,1,11,4,1,0,1,0,0,1,1,0,not_applicable,2023,8,25,pneumonia_adult,19,6,1,0,0,999.0,9.0,1,generator_only,2
7245,referral_hospital,O2_0075,urban,232,1,1,1,1,cylinder_piped,0,0,1.7,1,12,5,2,0,1,1,1,0,0,4,PSA_plant_breakdown,2024,3,33,pneumonia_child,0,33,0,11,17,798.0,8.0,0,grid_reliable,1
7246,referral_hospital,O2_0197,urban,252,1,1,1,1,cylinder_piped,0,0,4.8,1,13,9,5,0,1,0,0,1,1,0,not_applicable,2023,4,43,heart_failure,31,12,1,4,0,789.0,4.0,1,grid_unreliable,6
7247,referral_hospital,O2_0097,urban,186,1,1,1,1,cylinder_portable,0,0,0.7,1,12,6,1,0,1,1,1,1,0,0,not_applicable,2022,10,39,neonatal_respiratory,35,4,1,1,0,736.0,9.0,1,generator_only,11
7248,referral_hospital,O2_0122,urban,215,1,1,1,1,PSA_plant_onsite,0,0,1.8,1,7,7,4,0,1,1,1,1,1,0,not_applicable,2022,10,41,pneumonia_child,41,0,1,0,0,907.0,7.0,1,grid_reliable,4
7249,referral_hospital,O2_0101,urban,203,1,1,1,1,PSA_plant_onsite,0,0,1.1,1,13,6,2,1,1,1,0,1,1,0,not_applicable,2022,2,37,severe_malaria,31,6,0,1,0,970.0,21.0,1,grid_unreliable,1
7250,referral_hospital,O2_0071,rural,235,1,1,1,1,cylinder_piped,0,0,2.0,1,6,4,3,0,1,1,1,1,0,0,not_applicable,2023,9,45,severe_malaria,38,7,0,1,0,614.0,2.0,1,generator_only,2
7251,referral_hospital,O2_0106,peri_urban,199,1,1,1,1,LOX_bulk_tank,3,2,7.3,1,15,6,4,0,1,1,0,1,0,0,not_applicable,2022,9,44,heart_failure,34,10,1,4,0,739.0,22.0,1,none,27
7252,referral_hospital,O2_0126,urban,272,1,1,1,1,PSA_plant_onsite,0,0,0.6,1,12,0,7,0,1,1,1,1,1,0,not_applicable,2023,1,35,severe_malaria,33,2,0,1,0,1017.0,42.0,1,grid_reliable,1
7253,referral_hospital,O2_0166,urban,280,1,1,1,1,PSA_plant_onsite,0,0,0.7,1,7,12,6,0,1,0,0,1,1,0,not_applicable,2023,5,37,neonatal_respiratory,24,13,1,4,0,721.0,2.0,1,generator_only,1
7254,referral_hospital,O2_0110,urban,211,1,1,1,1,cylinder_piped,0,0,4.8,1,7,2,1,0,1,1,1,1,1,1,PSA_plant_breakdown,2023,2,52,pneumonia_adult,49,3,0,2,0,790.0,1.0,1,none,3
7255,referral_hospital,O2_0063,urban,239,1,1,1,1,cylinder_piped,0,0,5.2,1,11,3,0,0,1,1,1,1,1,0,not_applicable,2022,7,38,heart_failure,36,2,0,1,0,716.0,3.0,1,grid_reliable,0
7256,referral_hospital,O2_0086,rural,313,1,1,1,1,LOX_bulk_tank,3,2,3.7,1,6,5,3,0,1,1,1,1,1,0,not_applicable,2024,1,30,heart_failure,26,4,0,2,0,815.0,5.0,1,grid_unreliable,2
7257,referral_hospital,O2_0156,urban,221,1,1,1,1,LOX_bulk_tank,0,0,4.3,1,9,7,8,0,1,1,1,1,1,0,not_applicable,2023,3,50,surgical_anaesthesia,47,3,1,2,0,666.0,36.0,1,grid_reliable,3
7258,referral_hospital,O2_0092,peri_urban,250,1,1,1,1,LOX_bulk_tank,0,0,1.9,1,7,5,1,0,1,0,0,1,1,1,supplier_stockout,2022,9,38,surgical_anaesthesia,36,2,1,0,0,883.0,44.0,1,grid_unreliable,1
7259,referral_hospital,O2_0024,peri_urban,280,1,1,1,1,LOX_bulk_tank,0,0,3.5,1,5,7,4,0,1,1,0,1,1,0,not_applicable,2021,10,46,pneumonia_child,26,20,1,9,0,755.0,50.0,1,grid_unreliable,5
7260,referral_hospital,O2_0179,peri_urban,276,1,1,1,1,cylinder_piped,0,0,8.7,1,13,4,6,0,1,1,1,1,1,0,not_applicable,2024,12,47,trauma,43,4,0,1,0,538.0,86.0,1,grid_unreliable,6
7261,referral_hospital,O2_0184,urban,230,1,1,1,1,LOX_bulk_tank,0,0,1.2,1,17,9,16,0,1,0,0,1,1,1,power_outage,2024,4,45,trauma,33,12,1,3,0,791.0,6.0,1,grid_unreliable,0
7262,referral_hospital,O2_0049,peri_urban,219,1,1,1,1,oxygen_concentrator,8,5,1.1,1,10,5,7,0,1,0,0,1,1,0,not_applicable,2024,9,31,pneumonia_adult,23,8,1,5,0,1057.0,8.0,1,grid_reliable,4
7263,referral_hospital,O2_0067,urban,287,1,1,1,1,PSA_plant_onsite,0,0,2.0,1,7,2,2,0,1,0,0,1,0,9,power_outage,2022,3,40,pneumonia_adult,28,12,1,5,0,841.0,4.0,0,grid_unreliable,9
7264,referral_hospital,O2_0012,peri_urban,204,1,1,1,1,PSA_plant_onsite,0,0,5.2,1,11,8,15,0,1,1,0,1,1,0,not_applicable,2024,9,45,sepsis,21,24,1,7,0,677.0,2.0,1,grid_unreliable,4
7265,referral_hospital,O2_0053,urban,242,1,1,1,1,cylinder_portable,0,0,0.0,1,8,4,2,0,1,1,1,1,1,3,concentrator_malfunction,2022,11,43,pneumonia_adult,36,7,1,2,0,778.0,11.0,0,grid_unreliable,4
7266,referral_hospital,O2_0174,urban,248,1,1,1,1,cylinder_piped,0,0,12.0,1,6,3,1,0,1,1,0,1,1,0,not_applicable,2024,5,39,pneumonia_adult,39,0,0,0,0,867.0,12.0,0,grid_reliable,6
7267,referral_hospital,O2_0074,peri_urban,227,1,1,1,1,oxygen_concentrator,7,4,0.7,1,6,3,0,0,1,1,1,1,1,5,supplier_stockout,2021,8,46,other_hypoxemia,31,15,0,2,0,837.0,1.0,1,none,7
7268,referral_hospital,O2_0174,peri_urban,251,1,1,1,1,oxygen_concentrator,6,5,1.8,1,11,0,6,0,1,1,1,0,0,10,regulator_valve_failure,2024,1,37,neonatal_respiratory,0,37,0,13,8,750.0,1.0,1,grid_reliable,3
7269,referral_hospital,O2_0101,peri_urban,337,1,1,1,1,PSA_plant_onsite,4,2,1.0,1,7,3,3,1,1,1,1,1,0,0,not_applicable,2022,7,45,neonatal_respiratory,22,23,1,11,0,912.0,3.0,1,grid_unreliable,0
7270,referral_hospital,O2_0059,peri_urban,285,1,1,1,1,PSA_plant_onsite,0,0,1.0,1,10,10,9,1,1,1,0,1,1,0,not_applicable,2023,1,49,pneumonia_child,35,14,1,4,0,609.0,5.0,0,grid_reliable,13
7271,referral_hospital,O2_0019,urban,248,1,1,1,1,PSA_plant_onsite,3,1,5.1,1,14,2,16,0,1,1,1,1,0,0,not_applicable,2023,2,51,asthma_severe,42,9,1,3,0,672.0,7.0,1,none,4
7272,referral_hospital,O2_0172,rural,358,1,1,1,1,PSA_plant_onsite,0,0,4.6,1,7,3,0,1,1,1,0,1,1,0,not_applicable,2022,12,39,COPD_exacerbation,28,11,0,4,0,892.0,8.0,1,grid_unreliable,10
7273,referral_hospital,O2_0047,urban,272,1,1,1,1,PSA_plant_onsite,0,0,1.0,1,3,2,4,0,1,1,1,1,1,0,not_applicable,2022,3,43,pneumonia_child,30,13,0,7,0,951.0,3.0,1,grid_unreliable,1
7274,referral_hospital,O2_0177,rural,202,1,1,1,1,oxygen_concentrator,4,3,2.8,1,13,6,0,0,1,1,1,0,0,4,PSA_plant_breakdown,2021,8,32,neonatal_respiratory,0,32,0,14,7,902.0,20.0,1,grid_reliable,6
7275,referral_hospital,O2_0182,urban,250,1,1,1,1,oxygen_concentrator,6,4,6.7,1,12,5,2,0,1,1,1,1,1,0,not_applicable,2021,10,39,asthma_severe,39,0,0,0,0,1155.0,14.0,0,grid_reliable,14
7276,referral_hospital,O2_0110,urban,273,1,1,1,1,PSA_plant_onsite,0,0,2.6,1,7,8,6,0,1,1,0,1,1,0,not_applicable,2024,8,28,pneumonia_child,22,6,1,4,0,984.0,8.0,1,grid_reliable,1
7277,referral_hospital,O2_0115,urban,374,1,1,1,1,PSA_plant_onsite,0,0,1.5,1,14,4,0,0,1,1,1,1,1,8,demand_surge,2024,4,40,severe_malaria,39,1,0,0,0,762.0,1.0,1,grid_unreliable,11
7278,referral_hospital,O2_0115,urban,190,1,1,1,1,oxygen_concentrator,5,3,0.5,1,9,6,5,0,1,1,1,1,1,1,concentrator_malfunction,2021,4,45,pneumonia_child,30,15,1,5,0,786.0,5.0,1,grid_reliable,0
7279,referral_hospital,O2_0050,urban,232,1,1,1,1,LOX_bulk_tank,0,0,2.3,1,7,7,1,0,1,1,1,1,1,0,not_applicable,2024,6,47,COPD_exacerbation,36,11,1,1,0,653.0,16.0,1,generator_only,10
7280,referral_hospital,O2_0009,urban,258,1,1,1,1,PSA_plant_onsite,0,0,1.7,1,5,4,1,0,1,1,1,1,1,0,not_applicable,2022,11,35,COVID19_severe,23,12,0,4,0,600.0,6.0,1,generator_only,16
7281,referral_hospital,O2_0164,urban,269,1,1,1,1,cylinder_piped,5,1,1.0,1,10,9,8,0,1,1,0,1,1,0,not_applicable,2023,7,35,sepsis,26,9,1,3,0,460.0,34.0,1,grid_reliable,2
7282,referral_hospital,O2_0167,urban,278,1,1,1,1,PSA_plant_onsite,0,0,4.5,1,9,2,5,0,1,1,1,1,1,0,not_applicable,2023,1,34,other_hypoxemia,23,11,1,5,0,1135.0,0.0,1,generator_only,0
7283,referral_hospital,O2_0159,peri_urban,322,1,1,1,1,cylinder_piped,0,0,8.0,1,11,3,1,0,1,1,1,1,1,0,not_applicable,2021,11,41,heart_failure,40,1,0,0,0,858.0,20.0,1,generator_only,12
7284,referral_hospital,O2_0098,peri_urban,268,1,1,1,1,LOX_bulk_tank,0,0,2.8,1,16,2,1,0,1,1,1,0,0,30,cylinder_delivery_delay,2023,12,39,sepsis,0,39,0,14,17,785.0,8.0,1,grid_unreliable,7
7285,referral_hospital,O2_0014,rural,291,1,1,1,1,oxygen_concentrator,6,4,1.9,1,7,4,3,0,1,1,1,1,0,0,not_applicable,2024,7,40,pneumonia_adult,33,7,1,5,0,612.0,26.0,1,grid_reliable,4
7286,referral_hospital,O2_0187,urban,283,1,1,1,1,oxygen_concentrator,11,7,1.8,1,11,7,1,0,1,1,1,1,1,0,not_applicable,2024,9,36,pneumonia_adult,35,1,0,0,0,676.0,25.0,1,grid_unreliable,5
7287,referral_hospital,O2_0011,urban,237,1,1,1,1,PSA_plant_onsite,0,0,1.7,1,13,4,5,1,1,1,1,1,1,1,concentrator_malfunction,2023,7,35,COVID19_severe,26,9,0,4,0,959.0,22.0,1,solar,1
7288,referral_hospital,O2_0058,urban,220,1,1,1,1,cylinder_piped,0,0,13.1,1,6,6,0,0,1,1,1,0,0,7,power_outage,2023,8,39,trauma,0,39,0,14,7,876.0,14.0,0,generator_only,5
7289,referral_hospital,O2_0129,rural,230,1,1,1,1,LOX_bulk_tank,0,0,0.6,1,10,5,3,0,1,1,1,0,0,27,PSA_plant_breakdown,2022,6,30,neonatal_respiratory,0,30,0,10,14,972.0,22.0,0,grid_unreliable,3
7290,referral_hospital,O2_0118,peri_urban,281,1,1,1,1,oxygen_concentrator,7,5,0.2,1,13,6,6,0,1,0,0,1,0,1,demand_surge,2024,9,36,heart_failure,26,10,0,1,0,827.0,7.0,1,generator_only,0
7291,referral_hospital,O2_0088,peri_urban,273,1,1,1,1,cylinder_portable,0,0,2.4,1,15,7,3,0,1,1,0,1,0,0,not_applicable,2023,1,29,surgical_anaesthesia,21,8,1,3,0,990.0,28.0,1,generator_only,4
7292,referral_hospital,O2_0161,rural,265,1,1,1,1,LOX_bulk_tank,0,0,1.3,1,20,1,0,0,1,1,1,1,1,0,not_applicable,2023,2,39,trauma,32,7,0,4,0,1143.0,5.0,1,generator_only,2
7293,referral_hospital,O2_0001,peri_urban,250,1,1,1,1,cylinder_piped,0,0,0.4,1,11,2,2,0,1,0,0,1,1,0,not_applicable,2022,10,40,neonatal_respiratory,30,10,1,5,0,491.0,20.0,1,grid_reliable,3
7294,referral_hospital,O2_0087,peri_urban,234,1,1,1,1,PSA_plant_onsite,1,0,1.9,1,6,2,0,1,1,1,0,1,1,0,not_applicable,2024,4,55,severe_malaria,50,5,1,1,0,923.0,27.0,1,grid_unreliable,3
7295,referral_hospital,O2_0181,peri_urban,296,1,1,1,1,LOX_bulk_tank,0,0,0.7,1,10,5,0,0,1,1,0,1,0,0,not_applicable,2022,6,46,pneumonia_child,39,7,1,5,0,766.0,35.0,0,grid_reliable,10
7296,referral_hospital,O2_0087,rural,269,1,1,1,1,cylinder_portable,2,0,3.6,1,16,4,7,0,1,1,1,1,0,0,not_applicable,2022,8,31,pneumonia_child,22,9,0,3,0,795.0,5.0,1,grid_unreliable,7
7297,referral_hospital,O2_0039,urban,261,1,1,1,1,LOX_bulk_tank,0,0,6.9,1,13,10,2,0,1,1,0,1,0,0,not_applicable,2022,10,32,heart_failure,28,4,0,0,0,946.0,10.0,1,grid_reliable,21
7298,referral_hospital,O2_0197,urban,309,1,1,1,1,LOX_bulk_tank,0,0,1.4,1,6,7,13,0,1,1,1,0,0,3,power_outage,2024,2,36,pneumonia_child,0,36,0,15,7,809.0,8.0,1,grid_reliable,6
7299,referral_hospital,O2_0136,urban,281,1,1,1,1,PSA_plant_onsite,0,0,3.3,1,17,5,0,1,1,1,1,1,1,0,not_applicable,2023,6,30,severe_malaria,15,15,1,5,0,729.0,18.0,1,grid_unreliable,8
7300,referral_hospital,O2_0044,peri_urban,231,1,1,1,1,LOX_bulk_tank,0,0,2.3,1,9,6,0,0,1,1,0,1,1,0,not_applicable,2024,8,34,pneumonia_adult,22,12,1,2,0,613.0,28.0,1,grid_unreliable,5
7301,referral_hospital,O2_0146,peri_urban,244,1,1,1,1,LOX_bulk_tank,4,2,12.6,1,19,4,5,0,1,0,0,1,1,1,PSA_plant_breakdown,2024,3,42,heart_failure,33,9,1,3,0,722.0,20.0,1,grid_unreliable,1
7302,referral_hospital,O2_0148,urban,263,1,1,1,1,cylinder_portable,0,0,2.6,1,6,7,0,0,1,1,1,1,1,0,not_applicable,2024,3,38,heart_failure,38,0,1,0,0,516.0,86.0,1,solar,2
7303,referral_hospital,O2_0131,urban,279,1,1,1,1,LOX_bulk_tank,5,4,2.0,1,13,4,0,0,1,1,1,1,0,1,cylinder_delivery_delay,2023,5,38,trauma,18,20,0,10,0,613.0,9.0,1,grid_unreliable,0
7304,referral_hospital,O2_0182,urban,277,1,1,1,1,cylinder_piped,0,0,1.9,1,11,3,14,0,1,0,0,1,1,1,demand_surge,2022,2,45,pneumonia_adult,39,6,1,1,0,999.0,24.0,1,grid_unreliable,6
7305,referral_hospital,O2_0083,urban,241,1,1,1,1,LOX_bulk_tank,2,1,2.2,1,9,6,2,0,1,0,0,1,1,1,empty_cylinders_not_collected,2022,2,35,trauma,25,10,1,4,0,787.0,6.0,1,solar,3
7306,referral_hospital,O2_0064,urban,306,1,1,1,1,PSA_plant_onsite,0,0,0.7,1,9,5,5,1,1,1,1,0,0,2,power_outage,2024,7,33,COPD_exacerbation,0,33,0,14,17,647.0,22.0,1,grid_reliable,3
7307,referral_hospital,O2_0059,peri_urban,256,1,1,1,1,oxygen_concentrator,3,2,0.3,1,8,5,3,0,1,1,1,1,1,0,not_applicable,2023,11,39,pneumonia_adult,35,4,1,1,0,689.0,13.0,1,grid_unreliable,0
7308,referral_hospital,O2_0063,rural,204,1,1,1,1,LOX_bulk_tank,0,0,3.2,1,4,4,3,0,1,1,1,1,1,0,not_applicable,2023,8,35,severe_malaria,33,2,1,1,0,478.0,5.0,1,grid_unreliable,7
7309,referral_hospital,O2_0126,urban,283,1,1,1,1,PSA_plant_onsite,0,0,0.4,1,12,4,10,1,1,1,1,1,1,0,not_applicable,2021,3,31,other_hypoxemia,20,11,1,3,0,873.0,23.0,0,solar,4
7310,referral_hospital,O2_0149,peri_urban,224,1,1,1,1,LOX_bulk_tank,0,0,9.5,1,10,4,9,0,1,1,0,1,1,0,not_applicable,2022,4,42,sepsis,22,20,1,9,0,745.0,46.0,1,generator_only,5
7311,referral_hospital,O2_0158,urban,255,1,1,1,1,LOX_bulk_tank,7,6,0.4,1,3,7,10,0,1,1,1,1,0,0,not_applicable,2022,6,51,trauma,42,9,0,2,0,898.0,80.0,1,grid_unreliable,3
7312,referral_hospital,O2_0076,peri_urban,244,1,1,1,1,LOX_bulk_tank,8,7,4.6,1,13,3,0,0,1,1,1,1,1,0,not_applicable,2022,2,35,COPD_exacerbation,28,7,1,1,0,669.0,72.0,1,grid_reliable,4
7313,referral_hospital,O2_0195,urban,291,1,1,1,1,LOX_bulk_tank,0,0,1.4,1,5,7,3,0,1,1,0,1,1,1,power_outage,2024,10,37,COVID19_severe,27,10,1,3,0,810.0,7.0,1,grid_reliable,4
7314,referral_hospital,O2_0126,urban,245,1,1,1,1,cylinder_piped,0,0,2.2,1,13,5,2,0,1,1,1,1,1,4,PSA_plant_breakdown,2021,4,45,other_hypoxemia,37,8,1,4,0,780.0,19.0,1,grid_reliable,4
7315,referral_hospital,O2_0089,urban,258,1,1,1,1,cylinder_portable,0,0,2.7,1,7,8,0,0,1,1,0,1,1,6,PSA_plant_breakdown,2024,5,53,pneumonia_child,50,3,0,0,0,879.0,22.0,1,generator_only,2
7316,referral_hospital,O2_0056,peri_urban,206,1,1,1,1,PSA_plant_onsite,0,0,0.4,1,14,3,0,0,1,1,1,0,0,1,funding_for_refill,2021,6,51,severe_malaria,0,51,0,22,20,833.0,12.0,0,grid_reliable,19
7317,referral_hospital,O2_0056,urban,268,1,1,1,1,oxygen_concentrator,6,3,5.3,1,9,6,6,0,1,1,1,0,0,1,power_outage,2024,8,49,pneumonia_child,0,49,0,14,16,671.0,6.0,1,grid_reliable,0
7318,referral_hospital,O2_0083,urban,135,1,1,1,1,oxygen_concentrator,7,6,6.4,1,16,6,1,0,1,1,0,1,1,0,not_applicable,2024,10,34,COPD_exacerbation,24,10,1,3,0,635.0,2.0,1,solar,3
7319,referral_hospital,O2_0043,urban,247,1,1,1,1,PSA_plant_onsite,0,0,0.2,1,11,4,1,1,1,0,0,1,1,0,not_applicable,2023,9,30,pneumonia_adult,22,8,1,5,0,756.0,20.0,1,generator_only,15
7320,referral_hospital,O2_0158,peri_urban,231,1,1,1,1,oxygen_concentrator,9,5,0.7,1,6,5,0,0,1,1,1,1,0,0,not_applicable,2024,11,38,pneumonia_child,31,7,1,4,0,893.0,4.0,1,grid_unreliable,13
7321,referral_hospital,O2_0099,peri_urban,241,1,1,1,1,LOX_bulk_tank,0,0,0.7,1,15,5,1,0,1,1,0,1,1,0,not_applicable,2021,10,32,COPD_exacerbation,25,7,1,1,0,699.0,0.0,1,grid_reliable,10
7322,referral_hospital,O2_0062,urban,177,1,1,1,1,oxygen_concentrator,4,2,2.1,1,9,3,3,0,1,1,1,0,0,10,demand_surge,2024,2,41,pneumonia_child,0,41,0,17,1,777.0,21.0,1,generator_only,0
7323,referral_hospital,O2_0177,urban,156,1,1,1,1,cylinder_portable,0,0,0.8,1,8,4,0,0,1,0,0,1,1,0,not_applicable,2023,12,42,pneumonia_adult,35,7,1,4,0,629.0,2.0,1,grid_unreliable,0
7324,referral_hospital,O2_0066,urban,272,1,1,1,1,cylinder_piped,0,0,1.3,1,13,12,1,0,1,1,1,1,1,15,piping_system_leak,2024,3,32,COVID19_severe,24,8,1,2,0,893.0,17.0,0,solar,3
7325,referral_hospital,O2_0130,peri_urban,237,1,1,1,1,oxygen_concentrator,10,3,7.8,1,12,6,5,0,1,0,0,1,1,0,not_applicable,2023,3,33,COPD_exacerbation,22,11,1,4,0,942.0,6.0,1,grid_reliable,9
7326,referral_hospital,O2_0028,urban,186,1,1,1,1,PSA_plant_onsite,0,0,0.1,1,13,8,2,1,1,1,1,1,1,1,power_outage,2024,4,40,sepsis,34,6,1,1,0,863.0,4.0,1,grid_reliable,3
7327,referral_hospital,O2_0188,rural,265,1,1,1,1,cylinder_piped,0,0,1.2,1,9,3,6,0,1,1,1,1,1,7,power_outage,2024,8,39,neonatal_respiratory,28,11,1,4,0,760.0,24.0,0,grid_unreliable,11
7328,referral_hospital,O2_0122,urban,352,1,1,1,1,PSA_plant_onsite,0,0,2.3,1,11,3,7,1,1,0,0,1,1,0,not_applicable,2024,3,37,COVID19_severe,35,2,1,0,0,870.0,6.0,1,grid_reliable,3
7329,referral_hospital,O2_0144,urban,244,1,1,1,1,LOX_bulk_tank,0,0,7.9,1,8,9,15,0,1,1,1,1,1,0,not_applicable,2023,4,54,surgical_anaesthesia,44,10,0,4,0,887.0,15.0,1,grid_unreliable,1
7330,referral_hospital,O2_0039,urban,179,1,1,1,1,PSA_plant_onsite,0,0,2.5,1,5,5,0,1,1,1,1,1,1,0,not_applicable,2021,5,50,pneumonia_adult,42,8,1,3,0,1176.0,12.0,1,none,4
7331,referral_hospital,O2_0009,urban,285,1,1,1,1,PSA_plant_onsite,5,2,0.5,1,10,5,8,0,1,0,0,1,1,0,not_applicable,2021,2,38,severe_malaria,28,10,1,6,0,564.0,25.0,0,solar,11
7332,referral_hospital,O2_0087,urban,234,1,1,1,1,oxygen_concentrator,8,8,0.2,1,5,5,8,0,1,1,1,1,0,0,not_applicable,2021,8,38,COPD_exacerbation,20,18,1,4,0,608.0,17.0,1,grid_unreliable,0
7333,referral_hospital,O2_0033,rural,248,1,1,1,1,oxygen_concentrator,8,3,0.2,1,6,10,6,0,1,1,1,1,1,0,not_applicable,2024,5,35,sepsis,22,13,1,6,0,938.0,28.0,1,generator_only,3
7334,referral_hospital,O2_0070,urban,249,1,1,1,1,cylinder_piped,0,0,0.0,1,12,4,11,0,1,0,0,1,1,0,not_applicable,2022,8,37,COVID19_severe,30,7,1,1,0,1023.0,20.0,1,grid_unreliable,1
7335,referral_hospital,O2_0144,urban,173,1,1,1,1,oxygen_concentrator,3,2,2.2,1,14,4,1,0,1,1,0,1,0,0,not_applicable,2024,5,36,surgical_anaesthesia,25,11,1,3,0,791.0,16.0,1,generator_only,3
7336,referral_hospital,O2_0191,peri_urban,186,1,1,1,1,LOX_bulk_tank,0,0,2.2,1,10,4,9,0,1,1,0,1,1,0,not_applicable,2022,12,32,surgical_anaesthesia,16,16,1,5,0,1179.0,8.0,1,solar,0
7337,referral_hospital,O2_0081,urban,246,1,1,1,1,LOX_bulk_tank,0,0,1.0,1,12,6,2,0,1,1,1,1,1,0,not_applicable,2023,3,41,heart_failure,40,1,0,1,0,549.0,58.0,1,solar,6
7338,referral_hospital,O2_0100,urban,219,1,1,1,1,PSA_plant_onsite,3,1,3.2,1,9,5,10,1,1,1,0,1,0,0,not_applicable,2022,9,30,heart_failure,30,0,1,0,0,712.0,76.0,1,grid_reliable,5
7339,referral_hospital,O2_0151,rural,253,1,1,1,1,LOX_bulk_tank,0,0,7.8,1,10,4,6,0,1,1,1,1,1,0,not_applicable,2022,12,46,surgical_anaesthesia,39,7,0,5,0,935.0,42.0,1,grid_unreliable,12
7340,referral_hospital,O2_0110,peri_urban,264,1,1,1,1,LOX_bulk_tank,0,0,2.3,1,10,4,10,0,1,1,0,1,1,0,not_applicable,2023,11,49,neonatal_respiratory,40,9,0,4,0,1022.0,17.0,1,grid_unreliable,2
7341,referral_hospital,O2_0039,urban,258,1,1,1,1,oxygen_concentrator,8,5,5.7,1,13,9,0,0,1,1,1,1,1,0,not_applicable,2023,2,51,COVID19_severe,51,0,1,0,0,784.0,1.0,1,grid_reliable,20
7342,referral_hospital,O2_0166,peri_urban,223,1,1,1,1,cylinder_piped,0,0,0.2,1,11,6,3,0,1,1,0,1,1,0,not_applicable,2024,1,46,pneumonia_child,44,2,0,1,0,908.0,11.0,0,grid_unreliable,1
7343,referral_hospital,O2_0172,peri_urban,295,1,1,1,1,oxygen_concentrator,6,5,0.5,1,13,7,1,0,1,0,0,1,1,0,not_applicable,2022,10,39,trauma,25,14,1,4,0,604.0,8.0,0,grid_reliable,0
7344,referral_hospital,O2_0192,peri_urban,257,1,1,1,1,LOX_bulk_tank,0,0,1.1,1,7,2,20,0,1,0,0,1,1,0,not_applicable,2022,5,48,pneumonia_adult,26,22,1,5,0,856.0,22.0,1,grid_unreliable,20
7345,referral_hospital,O2_0152,peri_urban,295,1,1,1,1,PSA_plant_onsite,0,0,4.0,1,11,7,2,1,1,1,1,1,1,1,piping_system_leak,2023,7,32,surgical_anaesthesia,24,8,1,4,0,781.0,24.0,1,solar,14
7346,referral_hospital,O2_0185,urban,203,1,1,1,1,PSA_plant_onsite,7,7,0.4,1,7,4,0,1,1,1,0,1,1,0,not_applicable,2023,2,35,COVID19_severe,32,3,0,1,0,617.0,2.0,1,none,9
7347,referral_hospital,O2_0038,urban,238,1,1,1,1,PSA_plant_onsite,0,0,1.9,1,12,2,8,1,1,0,0,0,0,8,piping_system_leak,2024,1,41,pneumonia_child,0,41,0,9,6,950.0,10.0,1,grid_reliable,0
7348,referral_hospital,O2_0173,rural,239,1,1,1,1,cylinder_piped,5,3,1.4,1,9,7,10,0,1,0,0,1,1,2,cylinder_delivery_delay,2024,12,42,neonatal_respiratory,37,5,1,2,0,588.0,4.0,1,none,9
7349,referral_hospital,O2_0044,urban,252,1,1,1,1,cylinder_piped,0,0,0.7,1,11,4,3,0,1,1,1,0,0,1,power_outage,2024,3,36,asthma_severe,0,36,0,11,7,591.0,15.0,1,solar,1
7350,referral_hospital,O2_0161,peri_urban,196,1,1,1,1,PSA_plant_onsite,0,0,4.8,1,10,9,0,1,1,1,1,1,1,0,not_applicable,2023,7,34,pneumonia_adult,26,8,1,3,0,650.0,30.0,1,grid_reliable,0
7351,referral_hospital,O2_0168,rural,243,1,1,1,1,cylinder_piped,0,0,0.5,1,22,6,0,0,1,1,1,1,0,0,not_applicable,2024,2,35,neonatal_respiratory,28,7,1,2,0,932.0,13.0,0,grid_unreliable,2
7352,referral_hospital,O2_0031,rural,244,1,1,1,1,cylinder_piped,0,0,4.9,1,6,3,7,0,1,1,1,1,1,1,demand_surge,2021,4,24,pneumonia_child,19,5,1,1,0,665.0,9.0,0,grid_unreliable,4
7353,referral_hospital,O2_0148,urban,275,1,1,1,1,PSA_plant_onsite,0,0,8.8,1,7,2,17,1,1,1,1,1,1,0,not_applicable,2024,3,36,surgical_anaesthesia,24,12,1,8,0,436.0,11.0,1,grid_unreliable,1
7354,referral_hospital,O2_0143,urban,335,1,1,1,1,LOX_bulk_tank,4,4,4.8,1,11,6,2,0,1,1,1,1,1,6,cylinder_delivery_delay,2023,10,37,pneumonia_adult,31,6,1,1,0,933.0,6.0,1,grid_reliable,1
7355,referral_hospital,O2_0060,rural,252,1,1,1,1,PSA_plant_onsite,0,0,12.1,1,15,6,8,1,1,1,1,1,1,0,not_applicable,2024,4,44,neonatal_respiratory,32,12,1,2,0,1031.0,6.0,1,grid_reliable,10
7356,referral_hospital,O2_0049,peri_urban,288,1,1,1,1,oxygen_concentrator,3,2,12.0,1,12,1,4,0,1,1,1,1,1,2,piping_system_leak,2024,10,33,severe_malaria,33,0,1,0,0,939.0,15.0,1,grid_unreliable,9
7357,referral_hospital,O2_0018,urban,172,1,1,1,1,PSA_plant_onsite,6,6,1.4,1,15,7,0,1,1,1,1,1,1,0,not_applicable,2024,9,36,pneumonia_child,29,7,1,2,0,705.0,18.0,1,grid_unreliable,3
7358,referral_hospital,O2_0160,peri_urban,243,1,1,1,1,PSA_plant_onsite,0,0,5.0,1,9,7,2,1,1,0,0,1,1,0,not_applicable,2021,9,42,COVID19_severe,28,14,1,4,0,796.0,11.0,1,grid_reliable,2
7359,referral_hospital,O2_0002,peri_urban,272,1,1,1,1,LOX_bulk_tank,0,0,3.1,1,9,6,2,0,1,1,1,1,1,0,not_applicable,2024,11,48,COVID19_severe,30,18,1,4,0,747.0,3.0,1,grid_unreliable,0
7360,referral_hospital,O2_0120,peri_urban,236,1,1,1,1,oxygen_concentrator,2,1,1.2,1,12,6,1,0,1,1,1,0,0,12,concentrator_malfunction,2023,1,38,heart_failure,0,38,0,17,8,687.0,1.0,1,generator_only,3
7361,referral_hospital,O2_0090,peri_urban,221,1,1,1,1,PSA_plant_onsite,0,0,2.1,1,15,7,0,1,1,0,0,1,1,0,not_applicable,2021,4,41,COVID19_severe,28,13,1,2,0,788.0,40.0,1,generator_only,8
7362,referral_hospital,O2_0152,urban,200,1,1,1,1,cylinder_piped,0,0,4.5,1,12,3,0,0,1,1,1,0,0,2,concentrator_malfunction,2022,9,39,pneumonia_adult,0,39,0,9,7,977.0,34.0,1,generator_only,9
7363,referral_hospital,O2_0081,urban,216,1,1,1,1,LOX_bulk_tank,0,0,0.1,1,7,9,6,0,1,1,1,1,1,0,not_applicable,2021,11,52,pneumonia_adult,40,12,1,7,0,977.0,24.0,1,grid_reliable,1
7364,referral_hospital,O2_0189,urban,292,1,1,1,1,oxygen_concentrator,5,2,1.6,1,13,1,0,0,1,1,0,1,1,5,funding_for_refill,2024,4,45,pneumonia_adult,35,10,1,3,0,691.0,2.0,1,solar,7
7365,referral_hospital,O2_0102,peri_urban,205,1,1,1,1,cylinder_piped,0,0,1.9,1,7,3,5,0,1,1,1,0,0,30,regulator_valve_failure,2024,1,41,COVID19_severe,0,41,0,17,22,960.0,18.0,0,grid_reliable,9
7366,referral_hospital,O2_0004,peri_urban,217,1,1,1,1,oxygen_concentrator,4,2,2.2,1,6,3,1,0,1,0,0,1,1,1,demand_surge,2024,10,32,COPD_exacerbation,19,13,0,8,0,870.0,54.0,1,grid_reliable,17
7367,referral_hospital,O2_0109,urban,357,1,1,1,1,oxygen_concentrator,3,2,2.5,1,8,6,2,0,1,0,0,1,1,0,not_applicable,2024,7,53,COVID19_severe,39,14,1,2,0,747.0,16.0,1,grid_unreliable,11
7368,referral_hospital,O2_0124,peri_urban,202,1,1,1,1,oxygen_concentrator,5,4,5.9,1,5,6,8,0,1,1,1,1,1,0,not_applicable,2023,10,50,pneumonia_adult,39,11,0,6,0,700.0,10.0,1,none,2
7369,referral_hospital,O2_0069,urban,274,1,1,1,1,cylinder_piped,6,3,6.2,1,5,2,0,0,1,1,0,1,1,0,not_applicable,2022,7,49,neonatal_respiratory,46,3,0,3,0,604.0,1.0,1,solar,4
7370,referral_hospital,O2_0167,urban,317,1,1,1,1,cylinder_portable,0,0,1.8,1,8,6,1,0,1,1,1,1,1,0,not_applicable,2022,1,34,pneumonia_child,24,10,1,4,0,924.0,24.0,1,grid_reliable,2
7371,referral_hospital,O2_0046,urban,270,1,1,1,1,LOX_bulk_tank,0,0,0.2,1,9,5,10,0,1,1,0,1,1,0,not_applicable,2023,8,50,neonatal_respiratory,34,16,1,3,0,947.0,6.0,1,grid_reliable,17
7372,referral_hospital,O2_0035,rural,229,1,1,1,1,LOX_bulk_tank,10,7,1.9,1,11,3,9,0,1,1,0,1,1,0,not_applicable,2022,6,44,pneumonia_adult,35,9,0,4,0,866.0,22.0,1,grid_reliable,13
7373,referral_hospital,O2_0124,peri_urban,259,1,1,1,1,oxygen_concentrator,6,3,1.7,1,10,3,0,0,1,1,1,1,1,3,supplier_stockout,2024,2,42,heart_failure,30,12,1,3,0,747.0,3.0,1,solar,8
7374,referral_hospital,O2_0129,peri_urban,220,1,1,1,1,oxygen_concentrator,4,1,3.2,1,12,7,2,0,1,1,0,1,1,0,not_applicable,2023,8,39,COVID19_severe,29,10,1,4,0,748.0,20.0,1,grid_unreliable,9
7375,referral_hospital,O2_0194,rural,208,1,1,1,1,oxygen_concentrator,7,4,9.3,1,12,6,2,0,1,1,1,0,0,8,supplier_stockout,2023,12,41,surgical_anaesthesia,0,41,0,18,10,937.0,14.0,1,grid_reliable,6
7376,referral_hospital,O2_0130,urban,300,1,1,1,1,PSA_plant_onsite,0,0,2.9,1,9,4,1,1,1,1,1,0,0,10,power_outage,2022,10,34,pneumonia_adult,0,34,0,12,2,901.0,26.0,1,grid_reliable,13
7377,referral_hospital,O2_0134,urban,202,1,1,1,1,oxygen_concentrator,4,2,0.8,1,8,7,2,0,1,1,1,1,1,7,concentrator_malfunction,2024,3,42,pneumonia_child,31,11,0,5,0,958.0,0.0,1,grid_reliable,13
7378,referral_hospital,O2_0121,rural,262,1,1,1,1,LOX_bulk_tank,0,0,1.5,1,14,6,12,0,1,1,1,1,1,1,PSA_plant_breakdown,2023,4,39,COPD_exacerbation,30,9,1,4,0,742.0,11.0,1,grid_reliable,2
7379,referral_hospital,O2_0059,rural,292,1,1,1,1,cylinder_piped,7,3,1.3,1,10,8,5,0,1,1,1,0,0,5,PSA_plant_breakdown,2024,10,37,COVID19_severe,0,37,0,12,5,649.0,9.0,0,grid_reliable,1
7380,referral_hospital,O2_0100,rural,306,1,1,1,1,PSA_plant_onsite,0,0,6.1,1,11,8,0,0,1,1,1,1,1,0,not_applicable,2024,2,45,heart_failure,39,6,1,5,0,924.0,3.0,1,grid_reliable,3
7381,referral_hospital,O2_0194,urban,275,1,1,1,1,LOX_bulk_tank,0,0,3.1,1,14,7,5,0,1,1,0,1,0,0,not_applicable,2023,4,43,neonatal_respiratory,31,12,1,2,0,942.0,16.0,1,grid_unreliable,11
7382,referral_hospital,O2_0062,peri_urban,259,1,1,1,1,cylinder_piped,0,0,0.9,1,11,7,1,0,1,1,0,1,0,0,not_applicable,2023,3,51,pneumonia_child,39,12,1,3,0,889.0,11.0,1,generator_only,3
7383,referral_hospital,O2_0116,urban,249,1,1,1,1,LOX_bulk_tank,0,0,1.2,1,10,7,6,0,1,1,1,1,1,0,not_applicable,2024,8,33,pneumonia_adult,27,6,1,2,0,868.0,80.0,1,grid_unreliable,0
7384,referral_hospital,O2_0140,rural,180,1,1,1,1,cylinder_piped,0,0,5.1,1,8,6,10,0,1,1,1,1,1,0,not_applicable,2022,3,33,neonatal_respiratory,27,6,1,3,0,910.0,16.0,0,grid_reliable,0
7385,referral_hospital,O2_0041,urban,229,1,1,1,1,cylinder_piped,0,0,1.3,1,9,3,26,0,1,1,1,1,0,0,not_applicable,2024,2,43,COVID19_severe,37,6,1,4,0,688.0,6.0,1,generator_only,3
7386,referral_hospital,O2_0171,peri_urban,196,1,1,1,1,LOX_bulk_tank,0,0,4.4,1,11,6,0,0,1,1,1,1,1,0,not_applicable,2023,4,36,pneumonia_adult,27,9,1,2,0,642.0,14.0,1,solar,3
7387,referral_hospital,O2_0163,urban,279,1,1,1,1,oxygen_concentrator,2,1,6.2,1,6,6,10,0,1,0,0,1,1,0,not_applicable,2022,4,33,heart_failure,33,0,1,0,0,614.0,1.0,1,grid_unreliable,10
7388,referral_hospital,O2_0082,rural,298,1,1,1,1,PSA_plant_onsite,0,0,1.1,1,11,6,4,0,1,1,1,1,1,0,not_applicable,2024,7,47,sepsis,47,0,0,0,0,522.0,8.0,0,grid_unreliable,6
7389,referral_hospital,O2_0196,peri_urban,309,1,1,1,1,PSA_plant_onsite,4,3,0.5,1,5,8,5,0,1,0,0,1,0,0,not_applicable,2024,2,39,heart_failure,21,18,1,4,0,753.0,1.0,1,grid_reliable,5
7390,referral_hospital,O2_0064,urban,282,1,1,1,1,cylinder_piped,0,0,1.1,1,8,2,3,0,1,1,1,1,0,0,not_applicable,2021,12,35,other_hypoxemia,26,9,0,1,0,878.0,5.0,1,grid_unreliable,10
7391,referral_hospital,O2_0055,urban,164,1,1,1,1,LOX_bulk_tank,0,0,12.2,1,7,5,18,0,1,1,1,1,1,0,not_applicable,2023,1,45,heart_failure,41,4,1,1,0,973.0,18.0,1,grid_reliable,1
7392,referral_hospital,O2_0047,rural,280,1,1,1,1,LOX_bulk_tank,0,0,2.9,1,8,3,1,0,1,1,1,1,1,0,not_applicable,2023,6,32,pneumonia_child,17,15,0,6,0,656.0,7.0,1,grid_reliable,3
7393,referral_hospital,O2_0094,peri_urban,212,1,1,1,1,PSA_plant_onsite,0,0,7.0,1,9,5,1,1,1,0,0,1,1,3,power_outage,2021,5,33,asthma_severe,29,4,1,0,0,754.0,15.0,1,grid_unreliable,2
7394,referral_hospital,O2_0188,peri_urban,272,1,1,1,1,LOX_bulk_tank,0,0,0.1,1,11,4,10,0,1,1,1,1,1,1,power_outage,2024,3,37,COVID19_severe,22,15,1,7,0,1042.0,7.0,1,solar,3
7395,referral_hospital,O2_0054,rural,225,1,1,1,1,PSA_plant_onsite,0,0,11.8,1,14,6,3,1,1,1,1,1,1,4,piping_system_leak,2024,12,50,sepsis,36,14,0,4,0,681.0,23.0,1,none,6
7396,referral_hospital,O2_0080,peri_urban,264,1,1,1,1,cylinder_piped,0,0,3.7,1,5,6,0,0,1,1,0,0,0,4,PSA_plant_breakdown,2024,12,39,pneumonia_child,0,39,0,13,8,918.0,2.0,1,grid_reliable,12
7397,referral_hospital,O2_0118,rural,258,1,1,1,1,LOX_bulk_tank,0,0,2.0,1,9,2,0,0,1,1,1,1,1,0,not_applicable,2024,8,51,neonatal_respiratory,39,12,1,6,0,910.0,3.0,1,grid_reliable,25
7398,referral_hospital,O2_0189,urban,245,1,1,1,1,oxygen_concentrator,1,0,6.9,1,5,5,3,0,1,1,0,1,1,0,not_applicable,2021,7,40,pneumonia_child,17,23,1,2,0,391.0,4.0,1,solar,4
7399,referral_hospital,O2_0164,peri_urban,192,1,1,1,1,oxygen_concentrator,7,3,5.7,1,9,4,7,0,1,1,1,0,0,30,demand_surge,2023,7,52,neonatal_respiratory,0,52,0,14,7,833.0,8.0,1,solar,3
7400,referral_hospital,O2_0031,urban,268,1,1,1,1,LOX_bulk_tank,0,0,2.7,1,12,7,2,0,1,1,0,1,1,0,not_applicable,2024,8,32,pneumonia_adult,19,13,1,6,0,935.0,14.0,1,grid_reliable,19
7401,referral_hospital,O2_0008,rural,304,1,1,1,1,LOX_bulk_tank,9,5,0.6,1,9,5,9,0,1,1,0,1,1,0,not_applicable,2024,5,44,trauma,35,9,0,2,0,852.0,1.0,1,grid_unreliable,2
7402,referral_hospital,O2_0133,peri_urban,260,1,1,1,1,oxygen_concentrator,6,5,1.6,1,9,0,5,0,1,1,1,1,1,13,cylinder_delivery_delay,2021,12,48,COVID19_severe,35,13,1,4,0,626.0,1.0,1,solar,3
7403,referral_hospital,O2_0053,peri_urban,293,1,1,1,1,oxygen_concentrator,7,3,0.0,1,11,7,6,0,1,0,0,1,1,0,not_applicable,2021,2,33,trauma,30,3,0,2,0,825.0,4.0,0,grid_reliable,1
7404,referral_hospital,O2_0144,rural,179,1,1,1,1,oxygen_concentrator,4,2,1.6,1,7,3,3,0,1,0,0,1,1,0,not_applicable,2023,5,35,neonatal_respiratory,23,12,0,3,0,730.0,18.0,0,generator_only,9
7405,referral_hospital,O2_0177,urban,247,1,1,1,1,LOX_bulk_tank,0,0,6.7,1,15,4,4,0,1,1,1,1,1,0,not_applicable,2024,5,43,severe_malaria,36,7,0,3,0,636.0,11.0,1,generator_only,2
7406,referral_hospital,O2_0021,urban,244,1,1,1,1,PSA_plant_onsite,0,0,1.6,1,10,5,4,0,1,1,1,1,0,0,not_applicable,2022,11,32,COVID19_severe,29,3,0,1,0,813.0,4.0,1,grid_unreliable,7
7407,referral_hospital,O2_0129,urban,212,1,1,1,1,cylinder_piped,0,0,0.3,1,6,6,13,0,1,1,1,1,1,0,not_applicable,2024,5,37,trauma,27,10,1,6,0,1106.0,12.0,1,grid_unreliable,0
7408,referral_hospital,O2_0105,peri_urban,229,1,1,1,1,oxygen_concentrator,8,6,0.3,1,17,1,4,0,1,0,0,1,1,1,piping_system_leak,2022,7,35,severe_malaria,22,13,1,6,0,583.0,0.0,1,grid_reliable,0
7409,referral_hospital,O2_0043,urban,255,1,1,1,1,LOX_bulk_tank,0,0,2.6,1,11,6,1,0,1,1,1,1,0,0,not_applicable,2023,7,47,surgical_anaesthesia,45,2,1,1,0,960.0,7.0,1,solar,1
7410,referral_hospital,O2_0100,urban,217,1,1,1,1,cylinder_piped,0,0,4.3,1,11,4,9,0,1,1,0,0,0,3,PSA_plant_breakdown,2024,11,40,severe_malaria,0,40,0,18,14,777.0,2.0,1,grid_unreliable,3
7411,referral_hospital,O2_0108,rural,247,1,1,1,1,oxygen_concentrator,4,1,2.8,1,15,3,6,0,1,1,1,1,1,0,not_applicable,2022,11,36,asthma_severe,33,3,1,2,0,665.0,5.0,1,grid_unreliable,7
7412,referral_hospital,O2_0179,urban,335,1,1,1,1,cylinder_piped,4,2,0.9,1,9,5,1,0,1,1,0,1,1,0,not_applicable,2022,11,50,trauma,42,8,0,3,0,770.0,10.0,1,generator_only,0
7413,referral_hospital,O2_0072,urban,299,1,1,1,1,cylinder_portable,0,0,4.0,1,7,2,5,0,1,1,1,1,1,0,not_applicable,2024,8,42,heart_failure,40,2,0,0,0,746.0,18.0,0,solar,0
7414,referral_hospital,O2_0120,urban,225,1,1,1,1,oxygen_concentrator,5,4,0.9,1,6,3,3,0,1,1,0,0,0,19,empty_cylinders_not_collected,2021,4,44,surgical_anaesthesia,0,44,0,12,17,607.0,11.0,1,grid_unreliable,1
7415,referral_hospital,O2_0105,rural,246,1,1,1,1,cylinder_piped,8,6,1.6,1,11,4,2,0,1,1,1,1,1,15,funding_for_refill,2022,4,39,pneumonia_child,29,10,1,5,0,911.0,10.0,1,grid_reliable,3
7416,referral_hospital,O2_0109,urban,244,1,1,1,1,cylinder_piped,0,0,1.3,1,12,9,6,0,1,1,1,1,1,0,not_applicable,2024,5,38,other_hypoxemia,24,14,1,6,0,914.0,2.0,1,grid_reliable,9
7417,referral_hospital,O2_0081,urban,214,1,1,1,1,cylinder_portable,0,0,7.4,1,7,1,5,0,1,1,1,1,1,0,not_applicable,2022,12,45,heart_failure,34,11,0,5,0,481.0,9.0,1,grid_reliable,5
7418,referral_hospital,O2_0089,urban,281,1,1,1,1,oxygen_concentrator,7,6,4.5,1,10,5,6,0,1,1,1,1,0,0,not_applicable,2023,2,46,severe_malaria,43,3,1,1,0,715.0,2.0,1,grid_unreliable,11
7419,referral_hospital,O2_0118,urban,259,1,1,1,1,PSA_plant_onsite,2,2,1.6,1,11,6,6,1,1,1,1,1,1,0,not_applicable,2022,7,32,asthma_severe,32,0,1,0,0,990.0,31.0,1,generator_only,7
7420,referral_hospital,O2_0025,urban,134,1,1,1,1,LOX_bulk_tank,0,0,0.8,1,3,3,2,0,1,1,1,1,0,1,demand_surge,2022,8,33,surgical_anaesthesia,25,8,0,2,0,761.0,8.0,1,solar,11
7421,referral_hospital,O2_0057,rural,217,1,1,1,1,PSA_plant_onsite,0,0,1.5,1,14,2,5,0,1,1,0,1,1,0,not_applicable,2022,8,42,neonatal_respiratory,30,12,1,8,0,769.0,1.0,1,grid_unreliable,3
7422,referral_hospital,O2_0031,peri_urban,231,1,1,1,1,oxygen_concentrator,4,2,1.2,1,12,1,0,0,1,1,0,0,0,1,funding_for_refill,2023,7,30,other_hypoxemia,0,30,0,10,9,581.0,1.0,1,none,3
7423,referral_hospital,O2_0153,peri_urban,250,1,1,1,1,PSA_plant_onsite,0,0,0.0,1,13,4,6,0,1,1,1,1,1,0,not_applicable,2022,4,42,pneumonia_adult,42,0,1,0,0,820.0,3.0,1,grid_reliable,2
7424,referral_hospital,O2_0037,urban,244,1,1,1,1,cylinder_piped,0,0,1.1,1,9,3,0,0,1,1,0,1,1,0,not_applicable,2021,6,36,severe_malaria,27,9,1,4,0,572.0,27.0,1,generator_only,2
7425,referral_hospital,O2_0154,urban,225,1,1,1,1,oxygen_concentrator,2,1,1.4,1,11,4,5,0,1,1,0,1,1,0,not_applicable,2023,6,37,surgical_anaesthesia,27,10,1,2,0,801.0,29.0,1,grid_unreliable,1
7426,referral_hospital,O2_0170,urban,216,1,1,1,1,cylinder_piped,0,0,0.5,1,11,2,8,0,1,1,0,1,1,0,not_applicable,2021,8,38,COPD_exacerbation,34,4,1,0,0,520.0,1.0,1,grid_reliable,1
7427,referral_hospital,O2_0087,rural,255,1,1,1,1,cylinder_piped,0,0,0.0,1,20,7,24,0,1,1,1,0,0,7,empty_cylinders_not_collected,2022,4,42,COVID19_severe,0,42,0,10,12,826.0,23.0,1,grid_reliable,0
7428,referral_hospital,O2_0122,urban,202,1,1,1,1,oxygen_concentrator,2,2,4.2,1,4,2,0,0,1,1,1,0,0,24,concentrator_malfunction,2024,1,40,asthma_severe,0,40,0,15,11,844.0,13.0,1,grid_reliable,2
7429,referral_hospital,O2_0192,urban,255,1,1,1,1,PSA_plant_onsite,5,4,6.7,1,6,5,14,1,1,1,1,1,1,0,not_applicable,2024,6,52,neonatal_respiratory,37,15,1,6,0,1054.0,87.0,1,grid_reliable,5
7430,referral_hospital,O2_0103,rural,243,1,1,1,1,cylinder_piped,0,0,1.6,1,6,8,3,0,1,0,0,1,0,0,not_applicable,2024,6,39,pneumonia_adult,25,14,0,6,0,973.0,2.0,1,grid_unreliable,5
7431,referral_hospital,O2_0103,peri_urban,274,1,1,1,1,oxygen_concentrator,5,4,0.8,1,9,3,1,0,1,1,1,1,1,5,supplier_stockout,2021,5,38,pneumonia_adult,29,9,1,3,0,902.0,15.0,1,generator_only,7
7432,referral_hospital,O2_0186,urban,185,1,1,1,1,LOX_bulk_tank,5,3,0.1,1,9,5,0,0,1,1,1,1,1,0,not_applicable,2023,11,43,COPD_exacerbation,40,3,1,1,0,861.0,4.0,1,grid_unreliable,0
7433,referral_hospital,O2_0107,urban,308,1,1,1,1,PSA_plant_onsite,5,2,0.2,1,9,4,20,0,1,1,1,1,1,0,not_applicable,2022,2,32,asthma_severe,22,10,1,3,0,1024.0,34.0,1,grid_unreliable,2
7434,referral_hospital,O2_0069,urban,265,1,1,1,1,LOX_bulk_tank,4,4,0.5,1,13,5,1,0,1,1,1,1,0,0,not_applicable,2023,7,37,neonatal_respiratory,35,2,1,1,0,753.0,11.0,1,generator_only,4
7435,referral_hospital,O2_0166,urban,237,1,1,1,1,cylinder_piped,0,0,2.5,1,12,7,8,0,1,1,0,0,0,1,PSA_plant_breakdown,2023,3,27,heart_failure,0,27,0,14,7,666.0,19.0,1,generator_only,0
7436,referral_hospital,O2_0075,urban,283,1,1,1,1,oxygen_concentrator,5,4,3.0,1,9,2,12,0,1,1,0,1,1,0,not_applicable,2021,9,46,neonatal_respiratory,36,10,0,3,0,848.0,13.0,1,grid_reliable,2
7437,referral_hospital,O2_0189,rural,274,1,1,1,1,cylinder_piped,0,0,0.2,1,6,8,6,0,1,1,0,0,0,3,PSA_plant_breakdown,2024,1,43,pneumonia_child,0,43,0,21,10,956.0,32.0,0,grid_reliable,3
7438,referral_hospital,O2_0140,urban,268,1,1,1,1,oxygen_concentrator,4,0,1.8,1,7,7,9,0,1,1,0,1,0,0,not_applicable,2024,5,39,asthma_severe,36,3,0,2,0,1020.0,15.0,0,grid_reliable,19
7439,referral_hospital,O2_0135,peri_urban,317,1,1,1,1,LOX_bulk_tank,0,0,7.9,1,9,8,2,0,1,1,0,1,1,0,not_applicable,2024,12,42,severe_malaria,31,11,0,4,0,951.0,22.0,1,grid_reliable,2
7440,referral_hospital,O2_0195,urban,230,1,1,1,1,LOX_bulk_tank,0,0,2.1,1,7,6,0,0,1,1,1,0,0,30,PSA_plant_breakdown,2023,11,41,asthma_severe,0,41,0,13,15,789.0,6.0,1,generator_only,0
7441,referral_hospital,O2_0077,rural,317,1,1,1,1,PSA_plant_onsite,0,0,1.3,1,5,1,4,0,1,0,0,1,1,2,PSA_plant_breakdown,2023,5,40,neonatal_respiratory,37,3,1,0,0,832.0,5.0,1,grid_reliable,14
7442,referral_hospital,O2_0003,peri_urban,187,1,1,1,1,PSA_plant_onsite,7,3,3.1,1,13,5,0,1,1,1,0,1,1,0,not_applicable,2023,10,45,COVID19_severe,31,14,1,6,0,942.0,13.0,1,grid_reliable,2
7443,referral_hospital,O2_0137,rural,250,1,1,1,1,cylinder_piped,0,0,0.6,1,10,2,5,0,1,1,1,1,1,0,not_applicable,2023,4,53,other_hypoxemia,36,17,0,6,0,839.0,57.0,1,grid_unreliable,6
7444,referral_hospital,O2_0138,urban,256,1,1,1,1,PSA_plant_onsite,0,0,1.3,1,13,6,1,0,1,1,1,1,1,0,not_applicable,2023,8,39,pneumonia_child,30,9,1,5,0,633.0,12.0,0,grid_reliable,2
7445,referral_hospital,O2_0067,urban,197,1,1,1,1,oxygen_concentrator,3,1,2.9,1,16,6,7,0,1,1,1,1,1,0,not_applicable,2024,12,34,heart_failure,34,0,0,0,0,698.0,4.0,1,generator_only,2
7446,referral_hospital,O2_0197,peri_urban,151,1,1,1,1,cylinder_piped,3,2,3.8,1,13,3,2,0,1,1,0,1,1,0,not_applicable,2023,7,44,neonatal_respiratory,33,11,1,4,0,1150.0,0.0,1,grid_reliable,6
7447,referral_hospital,O2_0107,peri_urban,235,1,1,1,1,LOX_bulk_tank,0,0,4.8,1,4,4,10,0,1,1,1,1,1,0,not_applicable,2023,8,41,COPD_exacerbation,27,14,1,3,0,689.0,12.0,1,grid_unreliable,4
7448,referral_hospital,O2_0111,peri_urban,287,1,1,1,1,oxygen_concentrator,7,4,2.8,1,9,5,6,0,1,1,1,1,1,0,not_applicable,2023,7,39,pneumonia_child,39,0,1,0,0,767.0,2.0,1,grid_reliable,10
7449,referral_hospital,O2_0192,peri_urban,325,1,1,1,1,cylinder_piped,0,0,2.6,1,9,4,7,0,1,1,1,0,0,4,PSA_plant_breakdown,2022,2,48,severe_malaria,0,48,0,12,13,777.0,12.0,0,generator_only,0
7450,referral_hospital,O2_0175,peri_urban,344,1,1,1,1,cylinder_piped,4,3,0.3,1,11,6,2,0,1,0,0,1,1,0,not_applicable,2021,8,43,surgical_anaesthesia,32,11,0,4,0,607.0,10.0,1,generator_only,16
7451,referral_hospital,O2_0146,peri_urban,206,1,1,1,1,oxygen_concentrator,0,0,1.0,1,17,5,2,0,1,1,1,1,0,0,not_applicable,2023,8,34,neonatal_respiratory,32,2,1,2,0,1027.0,0.0,0,grid_unreliable,11
7452,referral_hospital,O2_0024,urban,211,1,1,1,1,cylinder_piped,0,0,7.4,1,11,9,2,0,1,1,1,1,1,2,demand_surge,2021,9,52,pneumonia_child,35,17,1,7,0,964.0,3.0,1,grid_reliable,0
7453,referral_hospital,O2_0109,urban,323,1,1,1,1,PSA_plant_onsite,0,0,2.9,1,9,5,0,1,1,1,0,1,1,0,not_applicable,2024,7,57,pneumonia_child,57,0,1,0,0,980.0,10.0,1,grid_unreliable,23
7454,referral_hospital,O2_0095,urban,254,1,1,1,1,PSA_plant_onsite,0,0,8.8,1,8,5,3,0,1,1,0,1,0,0,not_applicable,2023,11,46,COVID19_severe,37,9,1,3,0,679.0,1.0,1,generator_only,0
7455,referral_hospital,O2_0015,urban,218,1,1,1,1,LOX_bulk_tank,4,2,7.8,1,6,11,13,0,1,1,1,1,1,1,power_outage,2024,1,54,severe_malaria,38,16,1,7,0,603.0,12.0,0,generator_only,4
7456,referral_hospital,O2_0189,urban,152,1,1,1,1,LOX_bulk_tank,0,0,0.2,1,10,5,6,0,1,1,0,1,1,0,not_applicable,2024,10,36,severe_malaria,30,6,1,2,0,652.0,16.0,1,grid_reliable,0
7457,referral_hospital,O2_0144,urban,304,1,1,1,1,cylinder_piped,5,5,0.2,1,6,6,1,0,1,1,1,1,1,0,not_applicable,2024,7,45,neonatal_respiratory,37,8,0,6,0,585.0,2.0,1,grid_unreliable,12
7458,referral_hospital,O2_0111,urban,215,1,1,1,1,cylinder_piped,4,2,1.3,1,7,5,4,0,1,1,1,1,1,0,not_applicable,2023,9,28,COVID19_severe,26,2,1,0,0,1055.0,5.0,0,grid_reliable,9
7459,referral_hospital,O2_0103,peri_urban,242,1,1,1,1,LOX_bulk_tank,0,0,1.5,1,13,5,2,0,1,1,1,1,0,0,not_applicable,2022,1,37,sepsis,20,17,1,8,0,915.0,14.0,0,generator_only,2
7460,referral_hospital,O2_0069,peri_urban,300,1,1,1,1,LOX_bulk_tank,6,2,0.4,1,8,5,1,0,1,1,1,1,1,0,not_applicable,2023,5,32,heart_failure,23,9,0,3,0,661.0,3.0,1,grid_reliable,1
7461,referral_hospital,O2_0104,peri_urban,143,1,1,1,1,LOX_bulk_tank,6,5,3.3,1,8,4,7,0,1,1,1,1,1,0,not_applicable,2021,12,39,pneumonia_child,38,1,0,0,0,387.0,20.0,1,grid_unreliable,0
7462,referral_hospital,O2_0110,urban,279,1,1,1,1,cylinder_piped,0,0,0.4,1,6,11,3,0,1,1,1,1,1,0,not_applicable,2022,7,43,heart_failure,30,13,1,5,0,676.0,7.0,0,solar,1
7463,referral_hospital,O2_0165,urban,262,1,1,1,1,PSA_plant_onsite,0,0,1.8,1,11,5,5,1,1,1,1,1,1,0,not_applicable,2021,6,33,pneumonia_adult,27,6,1,3,0,785.0,35.0,1,grid_reliable,2
7464,referral_hospital,O2_0145,rural,287,1,1,1,1,oxygen_concentrator,4,3,2.7,1,14,6,1,0,1,1,1,1,0,0,not_applicable,2024,11,44,pneumonia_adult,22,22,0,6,0,676.0,35.0,1,grid_reliable,10
7465,referral_hospital,O2_0078,urban,300,1,1,1,1,PSA_plant_onsite,0,0,6.1,1,11,8,8,1,1,1,1,1,1,0,not_applicable,2024,10,46,COVID19_severe,46,0,1,0,0,827.0,3.0,1,grid_reliable,1
7466,referral_hospital,O2_0136,rural,283,1,1,1,1,cylinder_piped,3,1,3.4,1,12,10,11,0,1,1,1,1,1,0,not_applicable,2022,5,27,trauma,19,8,1,2,0,856.0,7.0,1,grid_reliable,2
7467,referral_hospital,O2_0193,urban,239,1,1,1,1,LOX_bulk_tank,0,0,0.5,1,4,5,2,0,1,1,1,1,0,0,not_applicable,2021,7,44,COPD_exacerbation,25,19,0,6,0,766.0,22.0,1,grid_unreliable,6
7468,referral_hospital,O2_0160,urban,161,1,1,1,1,oxygen_concentrator,6,3,1.4,1,15,3,0,0,1,1,0,1,1,1,power_outage,2022,7,18,pneumonia_child,17,1,1,1,0,758.0,1.0,1,generator_only,5
7469,referral_hospital,O2_0012,peri_urban,223,1,1,1,1,LOX_bulk_tank,0,0,2.5,1,18,10,12,0,1,1,1,1,1,0,not_applicable,2023,6,40,COVID19_severe,39,1,1,0,0,660.0,2.0,1,grid_unreliable,15
7470,referral_hospital,O2_0035,urban,283,1,1,1,1,cylinder_portable,0,0,1.7,1,9,9,3,0,1,1,1,1,1,0,not_applicable,2024,5,50,pneumonia_adult,33,17,1,5,0,874.0,6.0,1,generator_only,0
7471,referral_hospital,O2_0147,urban,248,1,1,1,1,oxygen_concentrator,4,3,0.7,1,9,3,34,0,1,1,1,0,0,19,power_outage,2024,2,38,asthma_severe,0,38,0,7,9,800.0,13.0,1,grid_unreliable,4
7472,referral_hospital,O2_0150,rural,311,1,1,1,1,PSA_plant_onsite,9,4,11.4,1,5,4,3,0,1,1,0,1,1,6,supplier_stockout,2022,2,51,neonatal_respiratory,38,13,1,3,0,622.0,0.0,1,generator_only,1
7473,referral_hospital,O2_0186,peri_urban,299,1,1,1,1,LOX_bulk_tank,0,0,1.6,1,8,4,0,0,1,1,1,1,0,3,concentrator_malfunction,2024,7,43,pneumonia_adult,36,7,0,3,0,583.0,7.0,1,grid_reliable,9
7474,referral_hospital,O2_0038,peri_urban,266,1,1,1,1,PSA_plant_onsite,0,0,7.2,1,5,4,0,1,1,0,0,1,1,0,not_applicable,2021,6,44,surgical_anaesthesia,29,15,0,7,0,615.0,6.0,1,grid_reliable,2
7475,referral_hospital,O2_0017,peri_urban,184,1,1,1,1,oxygen_concentrator,2,1,1.1,1,9,4,4,0,1,1,1,1,0,2,concentrator_malfunction,2023,7,39,pneumonia_child,30,9,1,5,0,880.0,5.0,1,solar,1
7476,referral_hospital,O2_0192,rural,214,1,1,1,1,cylinder_piped,0,0,1.5,1,6,8,16,0,1,1,1,1,1,0,not_applicable,2024,1,39,pneumonia_adult,27,12,0,4,0,737.0,1.0,1,grid_unreliable,1
7477,referral_hospital,O2_0051,peri_urban,214,1,1,1,1,cylinder_piped,0,0,1.6,1,10,7,6,0,1,1,1,1,1,0,not_applicable,2023,10,38,asthma_severe,32,6,0,2,0,938.0,1.0,1,grid_reliable,3
7478,referral_hospital,O2_0107,urban,211,1,1,1,1,LOX_bulk_tank,2,1,3.2,1,18,4,9,0,1,1,1,1,1,0,not_applicable,2021,12,39,heart_failure,29,10,1,7,0,949.0,22.0,1,none,1
7479,referral_hospital,O2_0106,peri_urban,242,1,1,1,1,PSA_plant_onsite,1,0,4.7,1,11,7,4,0,1,0,0,1,1,0,not_applicable,2023,1,39,neonatal_respiratory,30,9,0,3,0,856.0,1.0,1,none,0
7480,referral_hospital,O2_0051,urban,276,1,1,1,1,oxygen_concentrator,0,0,1.2,1,8,5,5,0,1,1,1,1,1,4,cylinder_delivery_delay,2024,8,47,heart_failure,40,7,1,3,0,649.0,6.0,1,solar,2
7481,referral_hospital,O2_0136,peri_urban,271,1,1,1,1,LOX_bulk_tank,0,0,2.4,1,17,9,12,0,1,1,1,1,1,1,PSA_plant_breakdown,2024,10,46,sepsis,33,13,1,7,0,775.0,42.0,1,none,9
7482,referral_hospital,O2_0061,peri_urban,232,1,1,1,1,LOX_bulk_tank,0,0,0.4,1,13,6,6,0,1,1,0,1,1,0,not_applicable,2022,9,37,pneumonia_child,35,2,1,1,0,572.0,57.0,1,solar,6
7483,referral_hospital,O2_0093,rural,259,1,1,1,1,oxygen_concentrator,8,5,3.8,1,10,1,0,0,1,0,0,1,1,0,not_applicable,2023,7,42,trauma,31,11,1,5,0,988.0,14.0,1,none,0
7484,referral_hospital,O2_0082,peri_urban,253,1,1,1,1,oxygen_concentrator,3,3,2.9,1,13,6,0,0,1,1,0,1,1,0,not_applicable,2024,1,40,COVID19_severe,31,9,1,4,0,773.0,1.0,1,grid_unreliable,18
7485,referral_hospital,O2_0132,peri_urban,257,1,1,1,1,cylinder_piped,0,0,2.5,1,8,5,0,0,1,1,1,0,0,6,demand_surge,2022,5,49,asthma_severe,0,49,0,19,14,878.0,23.0,1,grid_unreliable,0
7486,referral_hospital,O2_0059,rural,238,1,1,1,1,LOX_bulk_tank,0,0,1.4,1,6,5,4,0,1,0,0,1,1,0,not_applicable,2022,1,40,pneumonia_child,32,8,0,0,0,712.0,2.0,1,grid_unreliable,0
7487,referral_hospital,O2_0098,urban,301,1,1,1,1,LOX_bulk_tank,0,0,2.1,1,9,9,5,0,1,1,1,1,1,3,concentrator_malfunction,2022,1,44,pneumonia_child,33,11,1,4,0,890.0,23.0,1,grid_reliable,0
7488,referral_hospital,O2_0114,rural,345,1,1,1,1,PSA_plant_onsite,0,0,0.6,1,12,7,5,0,1,1,1,1,0,0,not_applicable,2023,11,38,severe_malaria,30,8,1,1,0,985.0,2.0,0,generator_only,11
7489,referral_hospital,O2_0008,rural,306,1,1,1,1,oxygen_concentrator,3,2,2.2,1,6,5,1,0,1,1,1,0,0,18,piping_system_leak,2023,10,39,sepsis,0,39,0,11,4,782.0,24.0,1,none,0
7490,referral_hospital,O2_0162,urban,292,1,1,1,1,PSA_plant_onsite,0,0,3.7,1,9,5,0,0,1,1,1,1,0,0,not_applicable,2024,1,36,pneumonia_child,35,1,1,0,0,968.0,15.0,1,solar,0
7491,referral_hospital,O2_0093,peri_urban,232,1,1,1,1,LOX_bulk_tank,0,0,1.0,1,12,8,2,0,1,1,1,1,1,0,not_applicable,2024,10,35,trauma,29,6,1,1,0,790.0,3.0,0,grid_reliable,3
7492,referral_hospital,O2_0059,rural,228,1,1,1,1,LOX_bulk_tank,0,0,7.8,1,9,2,11,0,1,1,1,0,0,10,concentrator_malfunction,2022,10,40,surgical_anaesthesia,0,40,0,18,14,696.0,13.0,1,none,1
7493,referral_hospital,O2_0038,urban,260,1,1,1,1,LOX_bulk_tank,0,0,1.3,1,6,4,2,0,1,0,0,1,1,0,not_applicable,2024,9,33,sepsis,27,6,1,2,0,783.0,13.0,1,grid_unreliable,7
7494,referral_hospital,O2_0026,urban,253,1,1,1,1,LOX_bulk_tank,0,0,4.1,1,8,5,0,0,1,1,1,1,1,0,not_applicable,2024,6,44,pneumonia_child,27,17,1,5,0,746.0,17.0,1,grid_reliable,7
7495,referral_hospital,O2_0113,urban,220,1,1,1,1,oxygen_concentrator,4,2,2.7,1,8,4,3,0,1,1,0,1,1,0,not_applicable,2021,3,30,COVID19_severe,18,12,1,6,0,942.0,41.0,1,generator_only,10
7496,referral_hospital,O2_0185,urban,286,1,1,1,1,cylinder_piped,3,1,0.8,1,13,1,2,0,1,1,1,1,1,0,not_applicable,2023,8,34,severe_malaria,29,5,0,2,0,961.0,2.0,1,grid_unreliable,4
7497,referral_hospital,O2_0023,urban,254,1,1,1,1,PSA_plant_onsite,0,0,1.1,1,16,4,2,0,1,1,1,1,1,0,not_applicable,2024,7,39,sepsis,22,17,1,5,0,828.0,5.0,1,solar,1
7498,referral_hospital,O2_0019,urban,237,1,1,1,1,PSA_plant_onsite,0,0,0.0,1,5,3,0,0,1,1,1,1,1,0,not_applicable,2024,1,45,other_hypoxemia,38,7,1,0,0,632.0,17.0,1,none,0
7499,referral_hospital,O2_0075,peri_urban,287,1,1,1,1,oxygen_concentrator,5,4,3.0,1,15,7,17,0,1,0,0,0,0,4,power_outage,2023,8,47,severe_malaria,0,47,0,21,14,701.0,31.0,1,grid_reliable,2
7500,referral_hospital,O2_0058,urban,282,1,1,1,1,LOX_bulk_tank,0,0,0.0,1,13,6,11,0,1,0,0,0,0,13,demand_surge,2021,4,37,pneumonia_child,0,37,0,13,11,1115.0,19.0,1,generator_only,1
7501,referral_hospital,O2_0095,peri_urban,258,1,1,1,1,PSA_plant_onsite,0,0,3.2,1,12,4,0,0,1,1,1,1,1,0,not_applicable,2021,4,33,severe_malaria,29,4,1,2,0,856.0,35.0,1,grid_reliable,0
7502,referral_hospital,O2_0115,rural,220,1,1,1,1,cylinder_piped,0,0,1.3,1,14,6,6,0,1,1,1,1,1,0,not_applicable,2023,3,30,severe_malaria,25,5,0,1,0,1091.0,4.0,0,solar,0
7503,referral_hospital,O2_0183,urban,258,1,1,1,1,PSA_plant_onsite,0,0,0.5,1,8,6,7,1,1,1,1,1,1,0,not_applicable,2024,5,36,pneumonia_child,33,3,1,0,0,587.0,8.0,0,generator_only,2
7504,referral_hospital,O2_0003,urban,285,1,1,1,1,cylinder_piped,2,1,1.6,1,9,5,15,0,1,0,0,1,1,1,regulator_valve_failure,2021,1,42,COPD_exacerbation,31,11,1,5,0,669.0,18.0,1,grid_unreliable,0
7505,referral_hospital,O2_0182,peri_urban,199,1,1,1,1,PSA_plant_onsite,0,0,2.6,1,7,5,1,1,1,1,0,1,1,0,not_applicable,2023,1,36,neonatal_respiratory,31,5,1,2,0,596.0,1.0,1,solar,1
7506,referral_hospital,O2_0078,peri_urban,240,1,1,1,1,cylinder_piped,0,0,1.7,1,11,5,7,0,1,1,1,1,1,0,not_applicable,2023,7,39,pneumonia_child,29,10,0,2,0,711.0,7.0,1,grid_reliable,1
7507,referral_hospital,O2_0081,rural,214,1,1,1,1,LOX_bulk_tank,0,0,0.4,1,12,2,3,0,1,1,1,1,1,0,not_applicable,2022,3,29,COPD_exacerbation,20,9,1,3,0,689.0,1.0,1,none,19
7508,referral_hospital,O2_0164,peri_urban,199,1,1,1,1,PSA_plant_onsite,0,0,2.6,1,8,4,10,0,1,1,1,1,1,0,not_applicable,2024,7,46,heart_failure,30,16,1,8,0,929.0,10.0,1,grid_reliable,3
7509,referral_hospital,O2_0010,rural,246,1,1,1,1,PSA_plant_onsite,0,0,0.1,1,12,4,13,0,1,1,1,1,1,0,not_applicable,2023,8,39,pneumonia_adult,21,18,0,2,0,690.0,18.0,1,grid_unreliable,0
7510,referral_hospital,O2_0123,peri_urban,203,1,1,1,1,LOX_bulk_tank,0,0,4.8,1,15,6,0,0,1,1,0,0,0,1,PSA_plant_breakdown,2023,9,36,COVID19_severe,0,36,0,17,13,758.0,38.0,0,grid_unreliable,14
7511,referral_hospital,O2_0118,urban,236,1,1,1,1,LOX_bulk_tank,0,0,2.8,1,7,5,5,0,1,1,1,1,0,15,supplier_stockout,2022,8,35,severe_malaria,21,14,1,4,0,738.0,35.0,1,grid_unreliable,0
7512,referral_hospital,O2_0100,urban,301,1,1,1,1,PSA_plant_onsite,0,0,3.9,1,12,6,3,0,1,1,1,0,0,19,no_oxygen_source,2022,8,40,pneumonia_adult,0,40,0,8,7,885.0,7.0,1,grid_reliable,5
7513,referral_hospital,O2_0137,urban,263,1,1,1,1,PSA_plant_onsite,0,0,0.7,1,10,3,7,1,1,1,1,1,1,0,not_applicable,2022,3,43,surgical_anaesthesia,38,5,0,1,0,881.0,11.0,1,grid_reliable,2
7514,referral_hospital,O2_0022,peri_urban,262,1,1,1,1,LOX_bulk_tank,0,0,0.8,1,9,5,3,0,1,1,1,1,1,0,not_applicable,2021,9,31,surgical_anaesthesia,27,4,1,1,0,1044.0,30.0,1,grid_unreliable,1
7515,referral_hospital,O2_0127,rural,257,1,1,1,1,oxygen_concentrator,1,0,2.5,1,11,5,0,0,1,0,0,1,1,0,not_applicable,2022,10,38,pneumonia_adult,37,1,1,0,0,565.0,43.0,1,grid_reliable,1
7516,referral_hospital,O2_0132,urban,252,1,1,1,1,PSA_plant_onsite,0,0,1.1,1,7,9,5,0,1,1,0,0,0,24,funding_for_refill,2023,1,50,trauma,0,50,0,12,22,833.0,37.0,1,solar,11
7517,referral_hospital,O2_0127,urban,265,1,1,1,1,LOX_bulk_tank,0,0,4.6,1,10,5,1,0,1,1,1,1,1,0,not_applicable,2023,1,43,sepsis,39,4,1,1,0,830.0,1.0,1,grid_reliable,0
7518,referral_hospital,O2_0014,urban,319,1,1,1,1,LOX_bulk_tank,0,0,9.3,1,9,2,0,0,1,1,1,1,1,0,not_applicable,2024,11,40,neonatal_respiratory,32,8,1,4,0,893.0,9.0,1,grid_reliable,0
7519,referral_hospital,O2_0046,urban,241,1,1,1,1,PSA_plant_onsite,0,0,6.5,1,9,4,5,0,1,0,0,1,1,0,not_applicable,2024,9,42,surgical_anaesthesia,36,6,1,1,0,829.0,15.0,0,grid_reliable,9
7520,referral_hospital,O2_0069,peri_urban,219,1,1,1,1,cylinder_piped,0,0,1.5,1,7,7,3,0,1,1,0,1,1,0,not_applicable,2024,11,38,pneumonia_child,24,14,0,5,0,1007.0,7.0,1,none,3
7521,referral_hospital,O2_0009,urban,258,1,1,1,1,LOX_bulk_tank,5,4,1.5,1,11,3,7,0,1,1,1,1,1,0,not_applicable,2023,3,41,pneumonia_child,24,17,0,7,0,680.0,3.0,1,none,8
7522,referral_hospital,O2_0072,urban,242,1,1,1,1,PSA_plant_onsite,0,0,5.9,1,8,5,2,1,1,1,0,1,1,0,not_applicable,2024,4,31,pneumonia_adult,21,10,1,4,0,895.0,3.0,1,grid_unreliable,3
7523,referral_hospital,O2_0106,urban,247,1,1,1,1,oxygen_concentrator,6,2,0.9,1,10,5,1,0,1,1,1,1,1,0,not_applicable,2022,6,35,surgical_anaesthesia,25,10,1,4,0,474.0,19.0,1,grid_reliable,4
7524,referral_hospital,O2_0024,urban,221,1,1,1,1,LOX_bulk_tank,0,0,0.5,1,5,6,0,0,1,1,1,0,0,30,PSA_plant_breakdown,2023,8,30,severe_malaria,0,30,0,10,10,1069.0,20.0,0,generator_only,10
7525,referral_hospital,O2_0189,urban,245,1,1,1,1,cylinder_piped,0,0,1.2,1,7,6,0,0,1,1,0,1,1,6,demand_surge,2021,11,34,pneumonia_child,25,9,1,6,0,719.0,38.0,1,grid_reliable,7
7526,referral_hospital,O2_0114,urban,271,1,1,1,1,PSA_plant_onsite,0,0,1.5,1,7,0,0,0,1,1,1,1,1,0,not_applicable,2022,8,30,neonatal_respiratory,20,10,1,1,0,794.0,5.0,1,grid_unreliable,5
7527,referral_hospital,O2_0099,peri_urban,288,1,1,1,1,cylinder_piped,0,0,0.6,1,9,4,9,0,1,1,1,1,1,0,not_applicable,2022,4,49,pneumonia_adult,33,16,1,7,0,697.0,54.0,1,grid_unreliable,10
7528,referral_hospital,O2_0026,urban,275,1,1,1,1,oxygen_concentrator,10,7,0.9,1,8,3,0,0,1,1,1,1,0,0,not_applicable,2023,11,40,trauma,32,8,0,4,0,918.0,11.0,1,generator_only,2
7529,referral_hospital,O2_0123,urban,245,1,1,1,1,cylinder_piped,0,0,3.1,1,11,6,1,0,1,1,0,0,0,3,supplier_stockout,2023,8,35,neonatal_respiratory,0,35,0,11,10,683.0,0.0,1,grid_unreliable,11
7530,referral_hospital,O2_0129,urban,282,1,1,1,1,cylinder_piped,0,0,4.0,1,10,1,0,0,1,0,0,1,0,0,not_applicable,2024,12,37,neonatal_respiratory,24,13,0,4,0,970.0,1.0,1,generator_only,12
7531,referral_hospital,O2_0059,urban,275,1,1,1,1,oxygen_concentrator,5,4,5.0,1,13,4,3,0,1,1,1,1,1,0,not_applicable,2023,7,37,surgical_anaesthesia,28,9,0,4,0,632.0,1.0,1,grid_unreliable,4
7532,referral_hospital,O2_0081,urban,253,1,1,1,1,PSA_plant_onsite,0,0,0.5,1,13,4,3,1,1,1,1,1,1,0,not_applicable,2024,3,43,other_hypoxemia,40,3,1,2,0,715.0,7.0,1,grid_reliable,1
7533,referral_hospital,O2_0126,urban,307,1,1,1,1,PSA_plant_onsite,4,3,5.3,1,11,5,3,0,1,1,0,1,1,0,not_applicable,2024,7,36,pneumonia_child,28,8,1,2,0,954.0,21.0,1,generator_only,13
7534,referral_hospital,O2_0047,urban,200,1,1,1,1,oxygen_concentrator,7,4,2.0,1,7,7,0,0,1,1,1,1,0,0,not_applicable,2021,8,40,pneumonia_adult,29,11,1,5,0,766.0,2.0,1,grid_unreliable,3
7535,referral_hospital,O2_0006,urban,186,1,1,1,1,cylinder_piped,0,0,5.2,1,11,4,25,0,1,1,1,1,1,0,not_applicable,2023,7,37,sepsis,25,12,1,0,0,1003.0,8.0,0,grid_reliable,0
7536,referral_hospital,O2_0034,urban,359,1,1,1,1,cylinder_piped,0,0,1.2,1,11,5,3,0,1,1,0,1,1,0,not_applicable,2024,5,43,severe_malaria,19,24,0,12,0,886.0,41.0,1,grid_reliable,2
7537,referral_hospital,O2_0045,rural,228,1,1,1,1,cylinder_piped,0,0,2.8,1,13,4,8,0,1,1,1,1,1,0,not_applicable,2021,5,44,COPD_exacerbation,20,24,1,9,0,786.0,6.0,1,generator_only,0
7538,referral_hospital,O2_0035,urban,330,1,1,1,1,PSA_plant_onsite,0,0,0.8,1,7,4,9,1,1,1,0,1,1,0,not_applicable,2021,3,30,trauma,25,5,1,4,0,1066.0,38.0,1,grid_reliable,0
7539,referral_hospital,O2_0060,urban,242,1,1,1,1,oxygen_concentrator,8,7,4.0,1,7,5,8,0,1,1,0,0,0,1,empty_cylinders_not_collected,2023,9,47,pneumonia_child,0,47,0,16,3,959.0,8.0,1,solar,9
7540,referral_hospital,O2_0078,peri_urban,215,1,1,1,1,cylinder_piped,0,0,2.6,1,16,4,4,0,1,0,0,1,1,0,not_applicable,2022,3,42,surgical_anaesthesia,31,11,1,4,0,754.0,36.0,1,generator_only,0
7541,referral_hospital,O2_0084,urban,215,1,1,1,1,PSA_plant_onsite,0,0,2.3,1,7,4,10,0,1,1,0,1,1,0,not_applicable,2024,5,51,asthma_severe,38,13,1,2,0,626.0,8.0,0,generator_only,13
7542,referral_hospital,O2_0038,rural,297,1,1,1,1,oxygen_concentrator,5,3,6.2,1,12,4,14,0,1,1,1,1,0,12,PSA_plant_breakdown,2024,6,45,neonatal_respiratory,35,10,0,2,0,665.0,10.0,0,grid_reliable,11
7543,referral_hospital,O2_0034,urban,220,1,1,1,1,oxygen_concentrator,5,4,2.8,1,8,4,3,0,1,1,1,1,0,5,piping_system_leak,2024,2,30,pneumonia_child,22,8,0,1,0,702.0,7.0,1,grid_unreliable,2
7544,referral_hospital,O2_0134,rural,193,1,1,1,1,cylinder_piped,5,4,5.4,1,14,8,2,0,1,0,0,1,1,0,not_applicable,2023,4,44,trauma,39,5,1,1,0,591.0,6.0,1,grid_reliable,2
7545,referral_hospital,O2_0027,peri_urban,245,1,1,1,1,oxygen_concentrator,12,10,0.0,1,9,5,7,0,1,0,0,1,1,0,not_applicable,2024,12,33,asthma_severe,29,4,1,2,0,890.0,10.0,1,grid_unreliable,8
7546,referral_hospital,O2_0160,urban,255,1,1,1,1,LOX_bulk_tank,3,1,1.0,1,15,6,3,0,1,1,1,0,0,1,power_outage,2023,1,35,neonatal_respiratory,0,35,0,12,14,816.0,7.0,1,grid_unreliable,10
7547,referral_hospital,O2_0040,urban,282,1,1,1,1,PSA_plant_onsite,0,0,2.2,1,6,10,0,0,1,1,1,1,1,0,not_applicable,2023,8,39,surgical_anaesthesia,23,16,0,5,0,946.0,0.0,1,grid_unreliable,3
7548,referral_hospital,O2_0120,urban,313,1,1,1,1,PSA_plant_onsite,0,0,0.8,1,12,7,1,0,1,1,0,1,1,0,not_applicable,2023,7,38,trauma,38,0,1,0,0,922.0,4.0,1,generator_only,6
7549,referral_hospital,O2_0165,urban,248,1,1,1,1,LOX_bulk_tank,0,0,1.1,1,5,4,3,0,1,1,1,0,0,3,concentrator_malfunction,2024,1,42,pneumonia_child,0,42,0,18,14,725.0,6.0,1,grid_reliable,10
7550,referral_hospital,O2_0158,rural,271,1,1,1,1,cylinder_portable,0,0,3.6,1,7,7,5,0,1,1,0,1,1,6,demand_surge,2021,11,40,COVID19_severe,40,0,1,0,0,813.0,15.0,1,generator_only,3
7551,referral_hospital,O2_0003,peri_urban,214,1,1,1,1,oxygen_concentrator,5,2,2.3,1,12,7,5,0,1,1,1,1,1,0,not_applicable,2021,4,35,trauma,28,7,0,1,0,988.0,7.0,1,grid_reliable,3
7552,referral_hospital,O2_0140,urban,254,1,1,1,1,cylinder_piped,0,0,0.3,1,11,8,5,0,1,1,1,1,0,11,demand_surge,2023,1,40,pneumonia_child,30,10,1,3,0,544.0,1.0,1,grid_unreliable,23
7553,referral_hospital,O2_0086,peri_urban,225,1,1,1,1,oxygen_concentrator,5,3,7.6,1,7,9,6,0,1,1,1,1,1,0,not_applicable,2023,2,43,neonatal_respiratory,31,12,0,2,0,720.0,2.0,1,grid_reliable,7
7554,referral_hospital,O2_0192,urban,305,1,1,1,1,PSA_plant_onsite,0,0,6.5,1,5,8,1,1,1,1,1,1,1,0,not_applicable,2024,7,46,COVID19_severe,36,10,1,2,0,942.0,7.0,1,grid_unreliable,0
7555,referral_hospital,O2_0013,urban,283,1,1,1,1,oxygen_concentrator,5,4,8.3,1,8,3,8,0,1,1,0,1,1,0,not_applicable,2023,4,34,heart_failure,23,11,0,3,0,791.0,22.0,1,generator_only,0
7556,referral_hospital,O2_0178,urban,325,1,1,1,1,PSA_plant_onsite,0,0,9.0,1,15,3,3,0,1,1,1,1,1,0,not_applicable,2022,5,57,sepsis,32,25,1,9,0,920.0,30.0,0,grid_reliable,4
7557,referral_hospital,O2_0126,rural,249,1,1,1,1,PSA_plant_onsite,4,2,0.3,1,8,3,3,0,1,1,1,1,0,4,empty_cylinders_not_collected,2024,4,40,severe_malaria,38,2,1,0,0,631.0,1.0,1,grid_reliable,0
7558,referral_hospital,O2_0002,peri_urban,170,1,1,1,1,cylinder_piped,0,0,0.7,1,9,4,1,0,1,1,1,0,0,4,concentrator_malfunction,2023,8,42,other_hypoxemia,0,42,0,17,20,1006.0,8.0,1,grid_reliable,0
7559,referral_hospital,O2_0107,rural,258,1,1,1,1,cylinder_piped,6,4,6.3,1,13,4,3,0,1,1,1,1,1,0,not_applicable,2023,5,48,COPD_exacerbation,36,12,1,2,0,753.0,5.0,1,grid_reliable,1
7560,referral_hospital,O2_0127,peri_urban,244,1,1,1,1,LOX_bulk_tank,0,0,0.8,1,11,4,12,0,1,1,1,1,1,0,not_applicable,2023,12,39,trauma,39,0,1,0,0,804.0,35.0,0,solar,3
7561,referral_hospital,O2_0180,urban,167,1,1,1,1,LOX_bulk_tank,0,0,4.0,1,8,6,4,0,1,1,1,1,1,0,not_applicable,2021,9,33,COVID19_severe,21,12,0,5,0,811.0,8.0,1,grid_reliable,4
7562,referral_hospital,O2_0074,rural,232,1,1,1,1,LOX_bulk_tank,0,0,1.4,1,9,3,2,0,1,1,1,0,0,7,demand_surge,2023,6,40,pneumonia_child,0,40,0,12,7,494.0,9.0,1,solar,6
7563,referral_hospital,O2_0018,peri_urban,238,1,1,1,1,cylinder_piped,8,8,4.7,1,8,7,3,0,1,1,1,1,1,0,not_applicable,2024,1,36,pneumonia_child,28,8,1,1,0,1005.0,14.0,1,grid_reliable,7
7564,referral_hospital,O2_0047,peri_urban,303,1,1,1,1,LOX_bulk_tank,7,4,6.4,1,6,2,0,0,1,1,1,0,0,1,PSA_plant_breakdown,2024,8,33,neonatal_respiratory,0,33,0,13,12,822.0,18.0,0,grid_reliable,1
7565,referral_hospital,O2_0082,urban,223,1,1,1,1,cylinder_piped,0,0,8.0,1,7,5,10,0,1,1,0,1,1,0,not_applicable,2024,1,46,severe_malaria,34,12,1,5,0,858.0,11.0,0,grid_reliable,0
7566,referral_hospital,O2_0121,peri_urban,272,1,1,1,1,PSA_plant_onsite,0,0,5.6,1,12,9,3,1,1,1,1,1,1,0,not_applicable,2024,6,52,sepsis,38,14,0,4,0,888.0,38.0,1,grid_reliable,0
7567,referral_hospital,O2_0003,peri_urban,252,1,1,1,1,oxygen_concentrator,4,3,2.7,1,13,2,3,0,1,1,0,1,1,0,not_applicable,2023,2,42,pneumonia_child,21,21,1,10,0,668.0,32.0,1,grid_reliable,5
7568,referral_hospital,O2_0006,rural,272,1,1,1,1,cylinder_piped,0,0,8.1,1,10,5,9,0,1,1,1,1,1,0,not_applicable,2023,8,41,pneumonia_adult,37,4,0,1,0,853.0,5.0,1,generator_only,2
7569,referral_hospital,O2_0111,urban,242,1,1,1,1,cylinder_portable,4,3,0.6,1,9,7,0,0,1,1,1,1,1,0,not_applicable,2023,6,36,severe_malaria,29,7,1,2,0,908.0,22.0,1,none,23
7570,referral_hospital,O2_0104,peri_urban,169,1,1,1,1,LOX_bulk_tank,0,0,9.4,1,10,9,2,0,1,1,0,1,1,0,not_applicable,2021,3,32,sepsis,26,6,0,2,0,791.0,5.0,1,grid_unreliable,1
7571,referral_hospital,O2_0075,urban,263,1,1,1,1,cylinder_piped,4,3,1.3,1,7,3,1,0,1,1,0,1,1,0,not_applicable,2021,11,29,heart_failure,24,5,0,1,0,682.0,24.0,1,none,3
7572,referral_hospital,O2_0098,peri_urban,265,1,1,1,1,PSA_plant_onsite,3,1,2.3,1,18,7,3,0,1,0,0,1,0,0,not_applicable,2022,8,37,trauma,27,10,1,2,0,972.0,10.0,1,grid_reliable,5
7573,referral_hospital,O2_0101,peri_urban,221,1,1,1,1,LOX_bulk_tank,0,0,5.0,1,14,4,0,0,1,1,1,1,1,0,not_applicable,2024,1,37,COPD_exacerbation,25,12,1,2,0,820.0,10.0,1,generator_only,10
7574,referral_hospital,O2_0042,urban,263,1,1,1,1,cylinder_piped,0,0,5.7,1,9,7,17,0,1,1,1,1,1,0,not_applicable,2021,4,40,pneumonia_child,28,12,1,6,0,881.0,6.0,1,grid_unreliable,4
7575,referral_hospital,O2_0100,urban,227,1,1,1,1,cylinder_piped,0,0,1.9,1,10,5,1,0,1,1,1,1,0,1,supplier_stockout,2024,11,45,COVID19_severe,33,12,0,3,0,764.0,27.0,1,grid_reliable,1
7576,referral_hospital,O2_0077,rural,245,1,1,1,1,LOX_bulk_tank,0,0,2.8,1,9,5,14,0,1,1,0,0,0,2,concentrator_malfunction,2024,2,46,COVID19_severe,0,46,0,18,19,553.0,2.0,1,grid_reliable,8
7577,referral_hospital,O2_0127,urban,269,1,1,1,1,PSA_plant_onsite,0,0,9.7,1,10,5,1,1,1,1,1,1,1,0,not_applicable,2023,2,42,asthma_severe,30,12,1,8,0,637.0,22.0,1,grid_reliable,0
7578,referral_hospital,O2_0190,peri_urban,203,1,1,1,1,PSA_plant_onsite,0,0,7.1,1,10,7,1,0,1,1,1,1,1,0,not_applicable,2021,8,47,COPD_exacerbation,47,0,1,0,0,844.0,3.0,0,grid_unreliable,0
7579,referral_hospital,O2_0074,urban,333,1,1,1,1,LOX_bulk_tank,0,0,3.5,1,14,4,2,0,1,0,0,1,1,15,demand_surge,2024,2,43,severe_malaria,35,8,1,3,0,979.0,96.0,1,grid_unreliable,1
7580,referral_hospital,O2_0006,urban,320,1,1,1,1,PSA_plant_onsite,0,0,3.4,1,9,9,1,0,1,1,0,0,0,30,cylinder_delivery_delay,2023,5,36,heart_failure,0,36,0,10,8,954.0,34.0,1,grid_reliable,10
7581,referral_hospital,O2_0151,peri_urban,255,1,1,1,1,PSA_plant_onsite,0,0,0.5,1,14,6,5,0,1,1,1,1,1,0,not_applicable,2023,2,44,neonatal_respiratory,43,1,1,1,0,705.0,2.0,1,grid_reliable,1
7582,referral_hospital,O2_0046,rural,328,1,1,1,1,PSA_plant_onsite,0,0,0.1,1,14,5,2,0,1,1,1,1,1,0,not_applicable,2023,8,41,pneumonia_adult,22,19,1,9,0,885.0,1.0,1,none,3
7583,referral_hospital,O2_0142,urban,198,1,1,1,1,LOX_bulk_tank,0,0,3.3,1,7,6,4,0,1,1,0,0,0,3,PSA_plant_breakdown,2022,5,41,pneumonia_child,0,41,0,11,17,664.0,39.0,1,generator_only,4
7584,referral_hospital,O2_0163,rural,220,1,1,1,1,oxygen_concentrator,5,3,1.8,1,1,2,10,0,1,1,0,1,0,0,not_applicable,2023,5,44,other_hypoxemia,30,14,1,4,0,681.0,14.0,0,solar,2
7585,referral_hospital,O2_0161,urban,205,1,1,1,1,oxygen_concentrator,5,2,1.8,1,14,4,3,0,1,1,1,1,1,0,not_applicable,2024,8,37,pneumonia_child,29,8,0,2,0,926.0,4.0,1,solar,4
7586,referral_hospital,O2_0047,peri_urban,238,1,1,1,1,PSA_plant_onsite,0,0,9.0,1,6,5,1,0,1,0,0,1,1,0,not_applicable,2024,2,51,severe_malaria,48,3,1,2,0,804.0,14.0,1,grid_unreliable,13
7587,referral_hospital,O2_0005,urban,260,1,1,1,1,cylinder_piped,0,0,3.0,1,11,4,1,0,1,1,1,1,0,0,not_applicable,2023,3,36,severe_malaria,27,9,1,3,0,907.0,16.0,1,grid_reliable,6
7588,referral_hospital,O2_0034,urban,260,1,1,1,1,LOX_bulk_tank,0,0,7.0,1,7,6,4,0,1,1,0,1,1,0,not_applicable,2021,8,41,pneumonia_child,24,17,1,5,0,836.0,5.0,1,grid_unreliable,2
7589,referral_hospital,O2_0031,rural,225,1,1,1,1,cylinder_piped,0,0,2.9,1,17,4,0,0,1,0,0,1,1,0,not_applicable,2024,3,41,other_hypoxemia,41,0,1,0,0,884.0,4.0,0,grid_unreliable,2
7590,referral_hospital,O2_0144,peri_urban,273,1,1,1,1,cylinder_portable,0,0,0.4,1,9,7,15,0,1,1,1,1,1,11,PSA_plant_breakdown,2024,3,41,pneumonia_adult,27,14,0,7,0,670.0,20.0,1,grid_unreliable,0
7591,referral_hospital,O2_0034,peri_urban,240,1,1,1,1,LOX_bulk_tank,6,5,7.0,1,10,8,1,0,1,1,0,1,1,0,not_applicable,2024,6,46,pneumonia_adult,28,18,0,6,0,843.0,2.0,1,grid_reliable,2
7592,referral_hospital,O2_0046,peri_urban,272,1,1,1,1,PSA_plant_onsite,0,0,1.8,1,16,3,0,1,1,1,1,0,0,30,concentrator_malfunction,2023,11,38,severe_malaria,0,38,0,17,7,695.0,2.0,1,grid_reliable,0
7593,referral_hospital,O2_0031,urban,306,1,1,1,1,LOX_bulk_tank,0,0,1.6,1,4,5,1,0,1,1,1,0,0,27,power_outage,2022,2,34,COPD_exacerbation,0,34,0,11,13,919.0,2.0,1,grid_reliable,3
7594,referral_hospital,O2_0035,urban,253,1,1,1,1,LOX_bulk_tank,4,1,3.2,1,11,7,0,0,1,1,1,1,1,0,not_applicable,2021,12,37,pneumonia_child,37,0,0,0,0,696.0,5.0,1,generator_only,2
7595,referral_hospital,O2_0146,urban,231,1,1,1,1,LOX_bulk_tank,0,0,0.6,1,11,7,2,0,1,1,1,1,1,0,not_applicable,2022,7,25,COVID19_severe,22,3,0,2,0,524.0,10.0,1,grid_unreliable,0
7596,referral_hospital,O2_0159,urban,208,1,1,1,1,LOX_bulk_tank,0,0,1.5,1,10,4,16,0,1,1,1,1,1,0,not_applicable,2023,3,31,severe_malaria,28,3,0,3,0,869.0,3.0,1,grid_reliable,2
7597,referral_hospital,O2_0079,urban,254,1,1,1,1,oxygen_concentrator,5,4,2.1,1,9,4,4,0,1,1,1,1,1,0,not_applicable,2021,11,38,pneumonia_child,38,0,1,0,0,1013.0,14.0,1,solar,6
7598,referral_hospital,O2_0129,urban,311,1,1,1,1,oxygen_concentrator,6,4,11.2,1,14,4,13,0,1,1,1,1,1,0,not_applicable,2023,11,37,pneumonia_adult,27,10,1,3,0,883.0,0.0,1,solar,2
7599,referral_hospital,O2_0177,urban,246,1,1,1,1,LOX_bulk_tank,0,0,0.2,1,12,8,4,0,1,1,1,1,1,0,not_applicable,2023,10,31,pneumonia_child,24,7,0,2,0,906.0,4.0,1,grid_unreliable,3
7600,referral_hospital,O2_0138,rural,208,1,1,1,1,PSA_plant_onsite,0,0,1.0,1,10,5,11,0,1,1,1,0,0,19,power_outage,2022,6,45,neonatal_respiratory,0,45,0,17,16,1083.0,5.0,1,solar,5
7601,referral_hospital,O2_0102,urban,315,1,1,1,1,oxygen_concentrator,14,11,4.4,1,8,3,4,0,1,1,1,1,1,0,not_applicable,2023,6,46,heart_failure,39,7,0,3,0,777.0,17.0,1,grid_reliable,1
7602,referral_hospital,O2_0085,rural,273,1,1,1,1,LOX_bulk_tank,0,0,1.6,1,9,4,3,0,1,1,1,1,1,0,not_applicable,2024,1,46,sepsis,42,4,1,1,0,946.0,18.0,1,grid_reliable,14
7603,referral_hospital,O2_0120,urban,316,1,1,1,1,LOX_bulk_tank,7,3,4.8,1,6,1,16,0,1,1,0,1,1,0,not_applicable,2023,8,35,COVID19_severe,24,11,1,4,0,787.0,2.0,1,generator_only,22
7604,referral_hospital,O2_0178,peri_urban,267,1,1,1,1,oxygen_concentrator,4,3,2.6,1,5,4,1,0,1,1,1,1,1,0,not_applicable,2024,10,41,COVID19_severe,34,7,0,5,0,913.0,4.0,1,grid_unreliable,5
7605,referral_hospital,O2_0026,urban,198,1,1,1,1,LOX_bulk_tank,0,0,0.2,1,7,5,0,0,1,1,1,0,0,8,piping_system_leak,2022,11,46,surgical_anaesthesia,0,46,0,16,23,579.0,8.0,1,grid_reliable,1
7606,referral_hospital,O2_0022,urban,244,1,1,1,1,LOX_bulk_tank,0,0,1.0,1,5,5,3,0,1,1,0,1,1,0,not_applicable,2022,9,44,surgical_anaesthesia,20,24,0,7,0,953.0,2.0,1,grid_reliable,1
7607,referral_hospital,O2_0186,urban,264,1,1,1,1,LOX_bulk_tank,0,0,3.5,1,16,3,4,0,1,0,0,1,1,1,PSA_plant_breakdown,2021,9,38,sepsis,34,4,0,0,0,1120.0,17.0,1,generator_only,1
7608,referral_hospital,O2_0166,urban,216,1,1,1,1,PSA_plant_onsite,0,0,0.8,1,12,4,3,1,1,1,1,0,0,10,demand_surge,2024,6,37,trauma,0,37,0,15,10,840.0,0.0,1,grid_reliable,13
7609,referral_hospital,O2_0063,urban,224,1,1,1,1,LOX_bulk_tank,0,0,4.1,1,11,3,1,0,1,1,0,1,1,0,not_applicable,2021,10,36,neonatal_respiratory,36,0,0,0,0,1058.0,46.0,0,grid_reliable,5
7610,referral_hospital,O2_0171,urban,195,1,1,1,1,cylinder_piped,0,0,1.9,1,6,10,4,0,1,1,0,1,1,0,not_applicable,2022,6,50,pneumonia_child,50,0,1,0,0,417.0,10.0,1,grid_reliable,1
7611,referral_hospital,O2_0115,peri_urban,287,1,1,1,1,oxygen_concentrator,6,4,8.8,1,12,3,0,0,1,0,0,1,1,0,not_applicable,2022,11,30,pneumonia_child,30,0,1,0,0,617.0,4.0,1,none,2
7612,referral_hospital,O2_0096,urban,160,1,1,1,1,oxygen_concentrator,11,6,2.0,1,15,6,3,0,1,1,0,0,0,5,concentrator_malfunction,2022,12,51,heart_failure,0,51,0,15,15,625.0,7.0,1,solar,4
7613,referral_hospital,O2_0139,peri_urban,317,1,1,1,1,LOX_bulk_tank,0,0,5.9,1,12,5,3,0,1,1,1,1,0,0,not_applicable,2022,5,42,pneumonia_adult,36,6,1,3,0,914.0,68.0,0,grid_unreliable,0
7614,referral_hospital,O2_0036,rural,235,1,1,1,1,LOX_bulk_tank,4,2,2.1,1,6,3,15,0,1,1,0,1,1,5,PSA_plant_breakdown,2021,3,35,severe_malaria,26,9,1,3,0,819.0,14.0,0,grid_unreliable,4
7615,referral_hospital,O2_0009,urban,257,1,1,1,1,LOX_bulk_tank,0,0,0.6,1,19,2,12,0,1,1,0,1,1,0,not_applicable,2023,9,45,COVID19_severe,35,10,1,3,0,538.0,0.0,1,grid_reliable,0
7616,referral_hospital,O2_0134,peri_urban,208,1,1,1,1,LOX_bulk_tank,0,0,1.2,1,13,5,3,0,1,1,1,1,1,1,PSA_plant_breakdown,2023,6,49,sepsis,36,13,1,3,0,1052.0,0.0,1,none,8
7617,referral_hospital,O2_0171,urban,212,1,1,1,1,cylinder_piped,0,0,4.1,1,10,4,9,0,1,1,0,0,0,4,power_outage,2023,7,39,other_hypoxemia,0,39,0,13,11,827.0,3.0,1,none,2
7618,referral_hospital,O2_0017,urban,269,1,1,1,1,oxygen_concentrator,6,4,2.4,1,14,4,9,0,1,1,0,1,1,0,not_applicable,2021,1,36,neonatal_respiratory,34,2,1,1,0,674.0,7.0,1,grid_reliable,4
7619,referral_hospital,O2_0167,rural,276,1,1,1,1,cylinder_piped,0,0,5.2,1,9,11,0,0,1,1,1,1,1,0,not_applicable,2022,5,46,other_hypoxemia,25,21,1,11,0,777.0,40.0,1,generator_only,0
7620,referral_hospital,O2_0096,urban,210,1,1,1,1,oxygen_concentrator,4,0,3.6,1,10,3,15,0,1,1,1,1,1,12,regulator_valve_failure,2024,11,35,pneumonia_child,23,12,1,5,0,689.0,7.0,1,grid_reliable,10
7621,referral_hospital,O2_0156,peri_urban,257,1,1,1,1,PSA_plant_onsite,0,0,2.3,1,9,8,2,1,1,1,1,1,1,4,demand_surge,2023,6,41,pneumonia_adult,32,9,0,5,0,813.0,45.0,1,grid_unreliable,1
7622,referral_hospital,O2_0024,urban,260,1,1,1,1,PSA_plant_onsite,0,0,1.4,1,9,9,0,1,1,1,0,1,1,2,regulator_valve_failure,2024,5,39,COVID19_severe,29,10,1,5,0,901.0,26.0,0,grid_unreliable,5
7623,referral_hospital,O2_0158,rural,230,1,1,1,1,LOX_bulk_tank,7,4,8.1,1,10,8,7,0,1,1,1,1,1,0,not_applicable,2021,4,39,asthma_severe,26,13,1,8,0,965.0,1.0,1,grid_reliable,8
7624,referral_hospital,O2_0120,rural,213,1,1,1,1,LOX_bulk_tank,0,0,0.2,1,6,8,4,0,1,0,0,1,1,0,not_applicable,2022,4,42,COPD_exacerbation,42,0,1,0,0,653.0,15.0,1,generator_only,0
7625,referral_hospital,O2_0166,urban,253,1,1,1,1,PSA_plant_onsite,0,0,0.3,1,5,2,2,0,1,1,1,1,1,0,not_applicable,2023,1,43,sepsis,43,0,1,0,0,946.0,7.0,1,generator_only,6
7626,referral_hospital,O2_0133,peri_urban,244,1,1,1,1,oxygen_concentrator,5,3,4.4,1,6,7,0,0,1,0,0,1,1,0,not_applicable,2023,11,50,COVID19_severe,42,8,0,1,0,720.0,13.0,1,grid_reliable,2
7627,referral_hospital,O2_0102,rural,299,1,1,1,1,LOX_bulk_tank,0,0,0.3,1,7,5,0,0,1,1,1,1,1,0,not_applicable,2021,5,36,COPD_exacerbation,25,11,1,4,0,818.0,26.0,1,grid_unreliable,1
7628,referral_hospital,O2_0115,urban,229,1,1,1,1,LOX_bulk_tank,0,0,0.9,1,12,1,2,0,1,1,0,0,0,30,concentrator_malfunction,2023,8,45,heart_failure,0,45,0,24,19,512.0,14.0,1,grid_reliable,7
7629,referral_hospital,O2_0090,peri_urban,260,1,1,1,1,LOX_bulk_tank,0,0,4.3,1,9,6,2,0,1,1,1,0,0,1,funding_for_refill,2024,3,41,pneumonia_child,0,41,0,10,16,874.0,51.0,1,generator_only,0
7630,referral_hospital,O2_0186,rural,265,1,1,1,1,LOX_bulk_tank,0,0,0.7,1,5,4,4,0,1,1,1,1,1,0,not_applicable,2024,7,39,asthma_severe,23,16,1,5,0,877.0,46.0,1,grid_reliable,9
7631,referral_hospital,O2_0056,peri_urban,185,1,1,1,1,oxygen_concentrator,8,4,0.9,1,10,2,0,0,1,1,1,1,1,1,demand_surge,2024,6,51,pneumonia_child,39,12,1,4,0,847.0,32.0,1,grid_unreliable,30
7632,referral_hospital,O2_0151,urban,249,1,1,1,1,LOX_bulk_tank,0,0,3.2,1,14,3,3,0,1,1,1,1,0,0,not_applicable,2024,10,36,other_hypoxemia,16,20,1,5,0,966.0,1.0,1,grid_reliable,9
7633,referral_hospital,O2_0134,urban,310,1,1,1,1,LOX_bulk_tank,5,2,0.6,1,9,11,8,0,1,1,1,0,0,4,demand_surge,2024,7,44,surgical_anaesthesia,0,44,0,20,24,777.0,49.0,1,grid_unreliable,10
7634,referral_hospital,O2_0137,peri_urban,273,1,1,1,1,PSA_plant_onsite,0,0,5.4,1,12,8,1,1,1,1,0,1,1,0,not_applicable,2024,6,38,pneumonia_child,37,1,0,1,0,722.0,34.0,0,solar,2
7635,referral_hospital,O2_0038,peri_urban,269,1,1,1,1,cylinder_piped,0,0,0.4,1,10,6,3,0,1,1,1,1,1,4,piping_system_leak,2021,3,40,pneumonia_adult,27,13,0,3,0,806.0,7.0,1,grid_unreliable,2
7636,referral_hospital,O2_0055,rural,220,1,1,1,1,cylinder_portable,0,0,14.9,1,4,3,7,0,1,1,1,0,0,7,power_outage,2023,12,38,neonatal_respiratory,0,38,0,13,11,930.0,40.0,1,none,1
7637,referral_hospital,O2_0005,urban,289,1,1,1,1,LOX_bulk_tank,0,0,3.5,1,13,5,1,0,1,1,0,1,1,0,not_applicable,2023,2,46,neonatal_respiratory,40,6,1,1,0,801.0,7.0,1,grid_unreliable,0
7638,referral_hospital,O2_0172,urban,226,1,1,1,1,oxygen_concentrator,3,1,2.2,1,8,6,6,0,1,1,1,1,1,0,not_applicable,2024,2,40,pneumonia_child,33,7,1,1,0,608.0,6.0,1,solar,6
7639,referral_hospital,O2_0104,rural,306,1,1,1,1,PSA_plant_onsite,0,0,1.6,1,8,8,9,1,1,0,0,1,1,0,not_applicable,2024,4,36,heart_failure,27,9,0,3,0,852.0,7.0,1,grid_unreliable,9
7640,referral_hospital,O2_0187,peri_urban,213,1,1,1,1,cylinder_piped,0,0,4.2,1,3,5,0,0,1,1,1,1,1,0,not_applicable,2024,1,40,neonatal_respiratory,30,10,1,4,0,616.0,36.0,1,grid_reliable,11
7641,referral_hospital,O2_0161,rural,259,1,1,1,1,oxygen_concentrator,4,3,0.1,1,5,6,2,0,1,1,1,1,0,0,not_applicable,2022,3,41,pneumonia_adult,25,16,1,6,0,671.0,1.0,1,solar,1
7642,referral_hospital,O2_0028,rural,158,1,1,1,1,LOX_bulk_tank,0,0,1.2,1,8,8,18,0,1,1,1,1,0,0,not_applicable,2022,10,33,surgical_anaesthesia,20,13,1,6,0,812.0,10.0,1,grid_reliable,20
7643,referral_hospital,O2_0186,urban,261,1,1,1,1,cylinder_portable,10,5,1.4,1,11,4,7,0,1,1,0,1,1,0,not_applicable,2022,10,38,pneumonia_child,38,0,1,0,0,961.0,50.0,1,grid_unreliable,2
7644,referral_hospital,O2_0042,peri_urban,262,1,1,1,1,oxygen_concentrator,1,0,1.4,1,11,7,4,0,1,0,0,1,1,0,not_applicable,2022,8,33,pneumonia_adult,20,13,1,7,0,910.0,11.0,0,generator_only,2
7645,referral_hospital,O2_0017,peri_urban,244,1,1,1,1,PSA_plant_onsite,0,0,1.0,1,4,1,0,0,1,0,0,1,0,0,not_applicable,2022,7,33,COVID19_severe,26,7,0,1,0,833.0,10.0,1,grid_reliable,0
7646,referral_hospital,O2_0083,urban,246,1,1,1,1,oxygen_concentrator,3,2,0.3,1,4,6,2,0,1,1,1,0,0,1,cylinder_delivery_delay,2023,7,54,heart_failure,0,54,0,20,20,713.0,0.0,1,generator_only,0
7647,referral_hospital,O2_0189,urban,257,1,1,1,1,PSA_plant_onsite,0,0,0.3,1,10,5,14,1,1,1,0,1,1,6,demand_surge,2022,1,43,pneumonia_child,39,4,1,1,0,690.0,82.0,1,grid_unreliable,0
7648,referral_hospital,O2_0145,urban,268,1,1,1,1,LOX_bulk_tank,0,0,1.7,1,12,2,1,0,1,1,1,1,1,0,not_applicable,2021,11,38,heart_failure,38,0,1,0,0,895.0,8.0,0,grid_unreliable,1
7649,referral_hospital,O2_0128,urban,246,1,1,1,1,LOX_bulk_tank,0,0,1.3,1,12,1,1,0,1,1,1,1,1,0,not_applicable,2021,4,42,neonatal_respiratory,36,6,1,2,0,792.0,4.0,1,grid_unreliable,0
7650,referral_hospital,O2_0115,urban,276,1,1,1,1,LOX_bulk_tank,0,0,5.1,1,6,3,10,0,1,1,1,1,1,0,not_applicable,2021,4,39,neonatal_respiratory,33,6,1,2,0,405.0,16.0,1,grid_unreliable,14
7651,referral_hospital,O2_0198,urban,216,1,1,1,1,cylinder_piped,0,0,9.7,1,9,2,0,0,1,0,0,1,1,0,not_applicable,2023,3,41,surgical_anaesthesia,38,3,1,0,0,740.0,13.0,1,grid_reliable,12
7652,referral_hospital,O2_0068,peri_urban,226,1,1,1,1,LOX_bulk_tank,0,0,3.8,1,7,2,2,0,1,1,0,1,1,0,not_applicable,2024,1,42,trauma,37,5,1,0,0,675.0,15.0,1,generator_only,0
7653,referral_hospital,O2_0049,urban,243,1,1,1,1,PSA_plant_onsite,0,0,0.3,1,9,3,0,1,1,1,1,1,1,0,not_applicable,2024,5,43,neonatal_respiratory,37,6,0,3,0,931.0,29.0,1,solar,5
7654,referral_hospital,O2_0005,urban,252,1,1,1,1,oxygen_concentrator,3,2,0.4,1,6,5,7,0,1,1,1,1,1,0,not_applicable,2022,9,36,pneumonia_adult,29,7,1,4,0,861.0,11.0,1,grid_reliable,4
7655,referral_hospital,O2_0194,urban,217,1,1,1,1,cylinder_piped,0,0,5.2,1,12,3,0,0,1,1,1,1,1,5,demand_surge,2023,5,43,severe_malaria,25,18,1,4,0,615.0,16.0,1,grid_reliable,1
7656,referral_hospital,O2_0141,urban,226,1,1,1,1,LOX_bulk_tank,0,0,7.9,1,9,7,1,0,1,1,1,1,1,0,not_applicable,2024,11,34,neonatal_respiratory,27,7,1,3,0,763.0,52.0,1,grid_unreliable,10
7657,referral_hospital,O2_0005,urban,234,1,1,1,1,oxygen_concentrator,3,1,1.6,1,9,4,6,0,1,0,0,1,1,0,not_applicable,2023,11,36,pneumonia_child,27,9,1,2,0,699.0,27.0,1,grid_reliable,9
7658,referral_hospital,O2_0095,urban,199,1,1,1,1,LOX_bulk_tank,0,0,1.1,1,15,5,10,0,1,1,1,1,1,0,not_applicable,2023,12,39,heart_failure,32,7,1,3,0,744.0,2.0,1,solar,1
7659,referral_hospital,O2_0062,peri_urban,282,1,1,1,1,cylinder_piped,0,0,9.0,1,10,2,8,0,1,1,1,1,0,0,not_applicable,2024,3,36,neonatal_respiratory,33,3,1,1,0,1163.0,17.0,1,grid_unreliable,3
7660,referral_hospital,O2_0027,peri_urban,271,1,1,1,1,oxygen_concentrator,2,1,3.3,1,15,5,5,0,1,1,1,1,1,0,not_applicable,2022,9,39,neonatal_respiratory,39,0,1,0,0,1243.0,0.0,1,grid_reliable,16
7661,referral_hospital,O2_0066,peri_urban,174,1,1,1,1,PSA_plant_onsite,0,0,7.2,1,14,7,1,1,1,1,1,1,1,1,PSA_plant_breakdown,2022,9,39,COPD_exacerbation,35,4,1,0,0,800.0,24.0,1,grid_unreliable,4
7662,referral_hospital,O2_0012,urban,265,1,1,1,1,LOX_bulk_tank,1,0,2.3,1,9,4,2,0,1,1,1,1,1,0,not_applicable,2022,9,54,severe_malaria,44,10,1,4,0,763.0,6.0,0,grid_reliable,7
7663,referral_hospital,O2_0174,urban,258,1,1,1,1,cylinder_piped,0,0,4.5,1,9,6,1,0,1,0,0,1,0,0,not_applicable,2022,1,44,severe_malaria,32,12,1,4,0,810.0,8.0,1,generator_only,1
7664,referral_hospital,O2_0078,peri_urban,293,1,1,1,1,oxygen_concentrator,1,0,5.8,1,9,8,1,0,1,1,1,0,0,2,concentrator_malfunction,2022,1,37,COPD_exacerbation,0,37,0,9,1,1007.0,1.0,1,generator_only,4
7665,referral_hospital,O2_0041,urban,283,1,1,1,1,LOX_bulk_tank,0,0,2.3,1,10,5,0,0,1,1,1,1,1,0,not_applicable,2022,1,36,pneumonia_child,28,8,1,3,0,721.0,23.0,1,grid_reliable,7
7666,referral_hospital,O2_0138,urban,354,1,1,1,1,PSA_plant_onsite,0,0,1.6,1,11,3,6,1,1,1,0,1,1,0,not_applicable,2024,9,33,COPD_exacerbation,30,3,1,1,0,802.0,1.0,1,generator_only,1
7667,referral_hospital,O2_0125,peri_urban,279,1,1,1,1,LOX_bulk_tank,9,4,5.8,1,12,2,5,0,1,1,1,1,0,0,not_applicable,2023,5,36,neonatal_respiratory,34,2,0,0,0,791.0,26.0,0,grid_reliable,2
7668,referral_hospital,O2_0161,urban,326,1,1,1,1,cylinder_piped,0,0,3.3,1,6,6,3,0,1,1,0,1,1,3,power_outage,2024,2,39,COVID19_severe,30,9,1,3,0,814.0,26.0,1,grid_reliable,0
7669,referral_hospital,O2_0078,urban,252,1,1,1,1,PSA_plant_onsite,0,0,3.5,1,6,4,2,0,1,1,1,0,0,7,concentrator_malfunction,2021,12,42,pneumonia_child,0,42,0,11,19,1064.0,0.0,1,grid_reliable,1
7670,referral_hospital,O2_0054,urban,325,1,1,1,1,LOX_bulk_tank,0,0,2.1,1,9,3,1,0,1,1,0,0,0,1,power_outage,2021,4,33,pneumonia_child,0,33,0,10,10,644.0,5.0,1,generator_only,2
7671,referral_hospital,O2_0150,urban,232,1,1,1,1,oxygen_concentrator,3,2,5.4,1,14,5,4,0,1,1,1,1,0,0,not_applicable,2023,2,35,neonatal_respiratory,27,8,1,4,0,801.0,23.0,1,grid_reliable,0
7672,referral_hospital,O2_0026,urban,171,1,1,1,1,oxygen_concentrator,9,5,1.6,1,9,7,11,0,1,1,1,1,0,5,PSA_plant_breakdown,2022,1,41,pneumonia_adult,29,12,1,6,0,612.0,1.0,1,grid_unreliable,4
7673,referral_hospital,O2_0010,urban,274,1,1,1,1,oxygen_concentrator,4,4,6.1,1,5,3,14,0,1,1,1,1,1,1,empty_cylinders_not_collected,2023,11,44,pneumonia_child,44,0,0,0,0,795.0,4.0,1,solar,10
7674,referral_hospital,O2_0169,urban,215,1,1,1,1,cylinder_portable,0,0,0.8,1,7,4,9,0,1,1,1,1,1,0,not_applicable,2023,8,37,neonatal_respiratory,30,7,0,3,0,961.0,2.0,1,solar,2
7675,referral_hospital,O2_0173,peri_urban,324,1,1,1,1,LOX_bulk_tank,0,0,1.2,1,9,3,20,0,1,1,0,0,0,6,concentrator_malfunction,2024,5,37,pneumonia_adult,0,37,0,8,23,651.0,24.0,1,grid_reliable,0
7676,referral_hospital,O2_0051,peri_urban,302,1,1,1,1,oxygen_concentrator,6,4,0.5,1,7,2,1,0,1,1,0,1,1,0,not_applicable,2024,7,51,COPD_exacerbation,46,5,1,2,0,711.0,1.0,1,grid_reliable,2
7677,referral_hospital,O2_0175,urban,224,1,1,1,1,PSA_plant_onsite,0,0,5.0,1,16,6,0,0,1,1,1,0,0,12,supplier_stockout,2021,1,36,severe_malaria,0,36,0,10,5,1059.0,2.0,1,grid_reliable,1
7678,referral_hospital,O2_0139,rural,194,1,1,1,1,cylinder_piped,0,0,2.0,1,12,3,11,0,1,1,1,1,1,0,not_applicable,2024,6,35,COPD_exacerbation,26,9,1,6,0,723.0,46.0,1,grid_unreliable,1
7679,referral_hospital,O2_0117,rural,221,1,1,1,1,PSA_plant_onsite,4,2,1.8,1,13,5,0,0,1,1,0,0,0,4,power_outage,2022,2,42,other_hypoxemia,0,42,0,15,8,710.0,4.0,1,grid_reliable,2
7680,referral_hospital,O2_0068,rural,236,1,1,1,1,cylinder_piped,0,0,0.9,1,10,4,5,0,1,1,1,1,1,0,not_applicable,2024,10,49,COPD_exacerbation,37,12,0,5,0,568.0,12.0,1,none,0
7681,referral_hospital,O2_0078,rural,254,1,1,1,1,oxygen_concentrator,7,4,6.8,1,5,2,4,0,1,1,1,1,1,4,power_outage,2022,7,39,pneumonia_child,39,0,1,0,0,680.0,44.0,1,grid_unreliable,3
7682,referral_hospital,O2_0147,peri_urban,307,1,1,1,1,cylinder_piped,7,4,4.6,1,16,4,3,0,1,1,1,1,1,0,not_applicable,2024,9,30,pneumonia_child,26,4,1,2,0,747.0,55.0,1,grid_unreliable,6
7683,referral_hospital,O2_0135,rural,235,1,1,1,1,cylinder_piped,4,3,0.2,1,9,5,5,0,1,1,1,1,1,1,PSA_plant_breakdown,2024,7,52,severe_malaria,40,12,1,5,0,672.0,3.0,1,grid_unreliable,6
7684,referral_hospital,O2_0088,peri_urban,211,1,1,1,1,oxygen_concentrator,6,3,0.5,1,9,6,7,0,1,1,1,1,1,0,not_applicable,2022,5,43,COPD_exacerbation,28,15,1,2,0,854.0,0.0,1,grid_reliable,1
7685,referral_hospital,O2_0080,urban,305,1,1,1,1,LOX_bulk_tank,0,0,0.9,1,15,9,0,0,1,1,1,0,0,3,regulator_valve_failure,2023,8,51,COVID19_severe,0,51,0,18,1,729.0,1.0,0,grid_unreliable,4
7686,referral_hospital,O2_0036,rural,247,1,1,1,1,LOX_bulk_tank,0,0,2.7,1,11,3,7,0,1,1,0,1,1,13,PSA_plant_breakdown,2023,2,33,severe_malaria,22,11,1,5,0,847.0,17.0,1,solar,15
7687,referral_hospital,O2_0074,peri_urban,284,1,1,1,1,PSA_plant_onsite,0,0,0.8,1,11,2,2,0,1,0,0,1,1,0,not_applicable,2024,1,37,neonatal_respiratory,28,9,1,1,0,752.0,12.0,1,generator_only,3
7688,referral_hospital,O2_0075,rural,235,1,1,1,1,cylinder_piped,0,0,2.4,1,12,2,0,0,1,1,1,1,1,2,PSA_plant_breakdown,2024,11,38,surgical_anaesthesia,32,6,0,2,0,481.0,46.0,1,grid_reliable,0
7689,referral_hospital,O2_0010,rural,264,1,1,1,1,oxygen_concentrator,2,1,1.5,1,9,2,2,0,1,1,1,1,1,0,not_applicable,2021,11,53,severe_malaria,47,6,1,3,0,986.0,70.0,1,grid_unreliable,3
7690,referral_hospital,O2_0013,urban,211,1,1,1,1,LOX_bulk_tank,3,1,0.6,1,9,7,2,0,1,1,1,1,1,1,piping_system_leak,2023,4,27,COVID19_severe,19,8,0,2,0,855.0,28.0,1,generator_only,3
7691,referral_hospital,O2_0129,peri_urban,231,1,1,1,1,oxygen_concentrator,1,0,4.1,1,8,4,1,0,1,1,1,1,1,0,not_applicable,2021,10,41,other_hypoxemia,31,10,1,2,0,513.0,33.0,1,grid_reliable,7
7692,referral_hospital,O2_0064,peri_urban,205,1,1,1,1,cylinder_piped,0,0,0.4,1,10,3,0,0,1,1,1,1,1,0,not_applicable,2024,8,31,pneumonia_adult,28,3,1,1,0,774.0,23.0,1,grid_unreliable,3
7693,referral_hospital,O2_0142,urban,230,1,1,1,1,LOX_bulk_tank,6,4,0.5,1,4,5,6,0,1,1,0,1,1,0,not_applicable,2022,7,40,neonatal_respiratory,28,12,0,2,0,605.0,13.0,1,solar,1
7694,referral_hospital,O2_0062,peri_urban,335,1,1,1,1,cylinder_portable,0,0,0.2,1,11,3,33,0,1,1,1,0,0,7,PSA_plant_breakdown,2024,9,42,sepsis,0,42,0,16,16,676.0,13.0,1,grid_unreliable,2
7695,referral_hospital,O2_0028,urban,260,1,1,1,1,oxygen_concentrator,4,2,5.0,1,7,5,6,0,1,0,0,1,1,0,not_applicable,2022,2,50,neonatal_respiratory,50,0,1,0,0,556.0,14.0,1,grid_reliable,4
7696,referral_hospital,O2_0191,urban,277,1,1,1,1,oxygen_concentrator,10,7,0.2,1,5,2,10,0,1,1,1,1,1,0,not_applicable,2023,3,41,asthma_severe,30,11,0,6,0,808.0,3.0,1,solar,4
7697,referral_hospital,O2_0163,urban,251,1,1,1,1,oxygen_concentrator,3,2,5.9,1,11,5,9,0,1,1,1,1,1,0,not_applicable,2024,5,50,pneumonia_adult,34,16,1,3,0,771.0,9.0,1,solar,2
7698,referral_hospital,O2_0059,peri_urban,241,1,1,1,1,PSA_plant_onsite,0,0,3.5,1,9,6,4,0,1,1,0,1,1,0,not_applicable,2023,7,43,neonatal_respiratory,43,0,1,0,0,796.0,7.0,1,grid_unreliable,9
7699,referral_hospital,O2_0121,peri_urban,392,1,1,1,1,oxygen_concentrator,5,3,1.0,1,14,3,1,0,1,1,0,1,1,1,power_outage,2023,5,20,COPD_exacerbation,17,3,1,2,0,607.0,11.0,1,grid_reliable,5
7700,referral_hospital,O2_0111,peri_urban,206,1,1,1,1,cylinder_portable,0,0,4.2,1,17,2,1,0,1,1,1,1,1,0,not_applicable,2022,8,39,asthma_severe,36,3,0,1,0,910.0,9.0,1,grid_reliable,4
7701,referral_hospital,O2_0047,urban,245,1,1,1,1,LOX_bulk_tank,0,0,3.0,1,7,2,7,0,1,1,0,1,1,5,regulator_valve_failure,2022,10,46,COVID19_severe,32,14,1,2,0,677.0,37.0,1,grid_unreliable,0
7702,referral_hospital,O2_0154,urban,255,1,1,1,1,oxygen_concentrator,5,4,5.8,1,10,6,9,0,1,1,1,1,1,2,PSA_plant_breakdown,2024,6,26,pneumonia_child,20,6,1,4,0,890.0,12.0,1,generator_only,0
7703,referral_hospital,O2_0081,urban,222,1,1,1,1,oxygen_concentrator,4,2,0.8,1,8,5,3,0,1,1,0,1,1,0,not_applicable,2023,3,45,surgical_anaesthesia,45,0,1,0,0,998.0,7.0,1,grid_reliable,4
7704,referral_hospital,O2_0110,rural,224,1,1,1,1,PSA_plant_onsite,0,0,10.6,1,10,2,2,1,1,1,1,1,1,0,not_applicable,2023,2,31,COVID19_severe,24,7,0,3,0,939.0,7.0,0,solar,3
7705,referral_hospital,O2_0196,peri_urban,223,1,1,1,1,cylinder_piped,0,0,1.6,1,13,3,5,0,1,0,0,1,1,0,not_applicable,2024,4,39,trauma,39,0,1,0,0,710.0,1.0,0,generator_only,5
7706,referral_hospital,O2_0070,rural,310,1,1,1,1,LOX_bulk_tank,0,0,5.8,1,8,8,8,0,1,1,1,1,1,0,not_applicable,2023,7,39,surgical_anaesthesia,18,21,1,7,0,696.0,16.0,1,generator_only,14
7707,referral_hospital,O2_0051,peri_urban,289,1,1,1,1,cylinder_piped,0,0,0.6,1,17,4,4,0,1,1,0,1,1,0,not_applicable,2024,5,40,COVID19_severe,28,12,1,6,0,841.0,12.0,1,generator_only,2
7708,referral_hospital,O2_0116,rural,250,1,1,1,1,PSA_plant_onsite,5,5,2.4,1,10,3,1,1,1,1,1,1,1,0,not_applicable,2023,12,36,sepsis,34,2,1,0,0,478.0,7.0,0,grid_reliable,4
7709,referral_hospital,O2_0053,urban,261,1,1,1,1,cylinder_piped,0,0,0.5,1,12,5,1,0,1,1,1,1,1,0,not_applicable,2024,3,35,pneumonia_child,24,11,1,3,0,896.0,12.0,1,grid_reliable,1
7710,referral_hospital,O2_0056,urban,271,1,1,1,1,PSA_plant_onsite,0,0,1.4,1,7,10,1,1,1,0,0,1,1,0,not_applicable,2023,8,31,neonatal_respiratory,31,0,1,0,0,910.0,52.0,1,grid_unreliable,2
7711,referral_hospital,O2_0073,rural,323,1,1,1,1,PSA_plant_onsite,0,0,2.8,1,12,10,12,0,1,1,0,0,0,21,demand_surge,2022,4,44,asthma_severe,0,44,0,13,0,1041.0,10.0,1,grid_unreliable,5
7712,referral_hospital,O2_0166,urban,237,1,1,1,1,oxygen_concentrator,5,2,1.0,1,10,5,6,0,1,1,1,1,1,0,not_applicable,2022,8,35,COPD_exacerbation,18,17,1,4,0,629.0,6.0,1,generator_only,0
7713,referral_hospital,O2_0177,urban,317,1,1,1,1,cylinder_piped,0,0,0.7,1,7,3,0,0,1,1,1,1,1,0,not_applicable,2022,3,44,pneumonia_child,27,17,1,5,0,877.0,53.0,1,grid_reliable,1
7714,referral_hospital,O2_0006,urban,289,1,1,1,1,oxygen_concentrator,5,4,1.5,1,13,5,3,0,1,1,1,0,0,5,demand_surge,2023,6,35,neonatal_respiratory,0,35,0,14,12,885.0,5.0,0,none,8
7715,referral_hospital,O2_0124,urban,252,1,1,1,1,cylinder_piped,0,0,3.0,1,6,2,5,0,1,0,0,1,0,0,not_applicable,2021,8,45,neonatal_respiratory,29,16,1,3,0,784.0,4.0,1,grid_reliable,7
7716,referral_hospital,O2_0049,urban,214,1,1,1,1,oxygen_concentrator,5,2,0.2,1,6,7,4,0,1,1,0,1,1,0,not_applicable,2023,12,33,pneumonia_adult,21,12,0,3,0,892.0,8.0,1,grid_reliable,1
7717,referral_hospital,O2_0099,rural,217,1,1,1,1,PSA_plant_onsite,0,0,1.9,1,11,5,0,0,1,1,1,1,1,1,piping_system_leak,2023,7,30,neonatal_respiratory,26,4,1,1,0,799.0,12.0,1,grid_unreliable,6
7718,referral_hospital,O2_0184,peri_urban,223,1,1,1,1,cylinder_piped,4,3,4.3,1,5,5,12,0,1,1,1,1,1,0,not_applicable,2021,12,38,pneumonia_adult,31,7,1,5,0,817.0,7.0,0,grid_reliable,0
7719,referral_hospital,O2_0055,urban,250,1,1,1,1,LOX_bulk_tank,0,0,1.4,1,9,4,9,0,1,1,1,1,1,6,funding_for_refill,2024,12,48,neonatal_respiratory,45,3,0,1,0,1007.0,19.0,1,grid_unreliable,4
7720,referral_hospital,O2_0012,urban,275,1,1,1,1,oxygen_concentrator,4,2,1.3,1,7,4,4,0,1,1,1,1,1,0,not_applicable,2023,11,48,other_hypoxemia,47,1,0,0,0,830.0,11.0,1,grid_reliable,1
7721,referral_hospital,O2_0077,urban,226,1,1,1,1,PSA_plant_onsite,0,0,9.7,1,10,8,1,0,1,1,0,1,0,0,not_applicable,2024,4,33,other_hypoxemia,24,9,0,3,0,1074.0,14.0,1,grid_reliable,0
7722,referral_hospital,O2_0091,urban,252,1,1,1,1,cylinder_piped,2,1,7.5,1,6,6,7,0,1,1,1,0,0,14,PSA_plant_breakdown,2021,11,39,heart_failure,0,39,0,20,11,374.0,5.0,1,grid_reliable,3
7723,referral_hospital,O2_0010,peri_urban,299,1,1,1,1,oxygen_concentrator,3,1,2.5,1,11,6,6,0,1,1,0,1,1,0,not_applicable,2023,2,42,severe_malaria,22,20,1,8,0,728.0,44.0,1,generator_only,1
7724,referral_hospital,O2_0105,urban,215,1,1,1,1,LOX_bulk_tank,0,0,4.7,1,12,7,9,0,1,1,1,0,0,9,piping_system_leak,2023,8,31,neonatal_respiratory,0,31,0,12,7,675.0,10.0,1,grid_reliable,0
7725,referral_hospital,O2_0116,urban,253,1,1,1,1,LOX_bulk_tank,0,0,2.5,1,10,7,4,0,1,1,0,1,1,0,not_applicable,2023,8,53,pneumonia_child,48,5,1,3,0,924.0,24.0,1,solar,6
7726,referral_hospital,O2_0172,urban,313,1,1,1,1,cylinder_piped,0,0,2.1,1,8,1,1,0,1,1,1,1,1,6,demand_surge,2024,10,42,pneumonia_child,42,0,1,0,0,845.0,14.0,1,grid_reliable,6
7727,referral_hospital,O2_0030,peri_urban,187,1,1,1,1,PSA_plant_onsite,4,2,0.4,1,14,6,5,0,1,1,0,1,0,0,not_applicable,2024,8,48,COPD_exacerbation,46,2,0,1,0,1233.0,20.0,1,generator_only,7
7728,referral_hospital,O2_0095,peri_urban,236,1,1,1,1,cylinder_piped,0,0,0.3,1,7,6,0,0,1,1,1,1,1,0,not_applicable,2023,6,34,COPD_exacerbation,26,8,1,2,0,552.0,11.0,1,grid_reliable,0
7729,referral_hospital,O2_0065,rural,229,1,1,1,1,cylinder_piped,4,2,7.1,1,13,6,22,0,1,1,1,1,0,0,not_applicable,2024,10,36,pneumonia_child,26,10,1,4,0,862.0,8.0,1,grid_reliable,7
7730,referral_hospital,O2_0037,peri_urban,264,1,1,1,1,oxygen_concentrator,6,3,3.7,1,11,4,1,0,1,1,0,1,0,0,not_applicable,2023,12,47,severe_malaria,33,14,1,8,0,698.0,26.0,1,grid_unreliable,7
7731,referral_hospital,O2_0187,urban,262,1,1,1,1,LOX_bulk_tank,5,2,0.0,1,11,5,7,0,1,1,1,1,0,0,not_applicable,2022,9,34,pneumonia_adult,24,10,0,4,0,522.0,15.0,1,solar,0
7732,referral_hospital,O2_0192,urban,246,1,1,1,1,oxygen_concentrator,1,0,3.8,1,5,3,14,0,1,1,0,1,1,0,not_applicable,2023,10,37,pneumonia_adult,21,16,1,6,0,960.0,48.0,1,generator_only,11
7733,referral_hospital,O2_0057,rural,276,1,1,1,1,PSA_plant_onsite,0,0,0.8,1,12,6,5,1,1,1,0,1,0,0,not_applicable,2022,8,41,COPD_exacerbation,34,7,1,2,0,1021.0,4.0,1,grid_unreliable,7
7734,referral_hospital,O2_0177,rural,264,1,1,1,1,oxygen_concentrator,4,3,1.0,1,12,2,4,0,1,1,1,1,0,0,not_applicable,2024,9,37,severe_malaria,28,9,1,4,0,934.0,45.0,1,grid_unreliable,2
7735,referral_hospital,O2_0033,urban,275,1,1,1,1,PSA_plant_onsite,0,0,2.3,1,15,6,9,1,1,1,0,1,1,0,not_applicable,2021,2,46,neonatal_respiratory,46,0,1,0,0,767.0,22.0,0,solar,11
7736,referral_hospital,O2_0029,peri_urban,313,1,1,1,1,LOX_bulk_tank,5,5,4.1,1,12,4,9,0,1,1,1,1,0,0,not_applicable,2023,3,47,surgical_anaesthesia,30,17,0,8,0,851.0,1.0,1,grid_unreliable,9
7737,referral_hospital,O2_0141,urban,235,1,1,1,1,oxygen_concentrator,2,1,4.5,1,16,5,2,0,1,1,1,1,1,0,not_applicable,2021,5,37,asthma_severe,23,14,1,5,0,556.0,3.0,1,grid_unreliable,2
7738,referral_hospital,O2_0056,urban,225,1,1,1,1,LOX_bulk_tank,5,4,4.6,1,13,5,2,0,1,1,1,0,0,10,supplier_stockout,2022,11,49,COVID19_severe,0,49,0,20,17,859.0,3.0,1,grid_reliable,1
7739,referral_hospital,O2_0082,rural,181,1,1,1,1,oxygen_concentrator,3,3,3.2,1,10,4,4,0,1,1,1,1,1,0,not_applicable,2024,5,48,pneumonia_child,31,17,0,5,0,975.0,3.0,0,grid_reliable,0
7740,referral_hospital,O2_0151,urban,210,1,1,1,1,LOX_bulk_tank,0,0,5.2,1,7,6,9,0,1,1,0,1,1,0,not_applicable,2022,11,49,sepsis,47,2,0,0,0,993.0,9.0,1,grid_unreliable,1
7741,referral_hospital,O2_0001,peri_urban,362,1,1,1,1,cylinder_portable,5,3,0.1,1,12,9,6,0,1,1,1,0,0,12,PSA_plant_breakdown,2023,8,47,neonatal_respiratory,0,47,0,12,22,859.0,9.0,1,grid_unreliable,8
7742,referral_hospital,O2_0080,peri_urban,259,1,1,1,1,LOX_bulk_tank,0,0,4.2,1,10,4,9,0,1,1,1,1,1,0,not_applicable,2021,10,37,other_hypoxemia,26,11,0,2,0,574.0,18.0,1,grid_unreliable,0
7743,referral_hospital,O2_0158,urban,231,1,1,1,1,cylinder_piped,0,0,4.1,1,15,5,3,0,1,1,1,1,1,1,demand_surge,2021,4,44,heart_failure,33,11,1,3,0,914.0,8.0,1,grid_unreliable,10
7744,referral_hospital,O2_0078,rural,222,1,1,1,1,cylinder_piped,0,0,4.2,1,8,2,0,0,1,1,0,1,0,0,not_applicable,2024,6,45,surgical_anaesthesia,41,4,1,3,0,959.0,39.0,0,generator_only,5
7745,referral_hospital,O2_0144,rural,269,1,1,1,1,oxygen_concentrator,4,3,2.0,1,21,6,2,0,1,1,1,1,1,0,not_applicable,2021,3,42,heart_failure,41,1,0,0,0,765.0,9.0,1,grid_unreliable,3
7746,referral_hospital,O2_0086,urban,277,1,1,1,1,LOX_bulk_tank,0,0,3.4,1,8,3,1,0,1,1,0,0,0,19,power_outage,2023,8,48,surgical_anaesthesia,0,48,0,22,15,569.0,4.0,1,grid_reliable,2
7747,referral_hospital,O2_0042,urban,240,1,1,1,1,cylinder_piped,0,0,7.3,1,12,5,7,0,1,1,0,1,1,0,not_applicable,2023,8,37,pneumonia_child,30,7,1,1,0,774.0,71.0,1,none,1
7748,referral_hospital,O2_0101,urban,253,1,1,1,1,PSA_plant_onsite,0,0,3.7,1,5,1,5,1,1,1,1,1,1,0,not_applicable,2021,3,45,pneumonia_child,45,0,1,0,0,915.0,15.0,1,generator_only,3
7749,referral_hospital,O2_0033,rural,282,1,1,1,1,PSA_plant_onsite,0,0,1.8,1,10,5,0,0,1,1,0,0,0,3,demand_surge,2022,12,39,pneumonia_adult,0,39,0,20,17,1052.0,14.0,1,grid_reliable,0
7750,referral_hospital,O2_0064,peri_urban,244,1,1,1,1,LOX_bulk_tank,0,0,2.2,1,10,6,1,0,1,1,1,1,1,0,not_applicable,2023,12,38,pneumonia_child,38,0,1,0,0,560.0,2.0,1,solar,0
7751,referral_hospital,O2_0188,peri_urban,254,1,1,1,1,oxygen_concentrator,7,4,4.3,1,9,4,1,0,1,1,1,1,0,0,not_applicable,2021,4,37,surgical_anaesthesia,27,10,1,3,0,1121.0,0.0,1,grid_unreliable,1
7752,referral_hospital,O2_0098,urban,250,1,1,1,1,cylinder_portable,0,0,3.1,1,10,4,2,0,1,1,1,0,0,7,PSA_plant_breakdown,2023,6,39,severe_malaria,0,39,0,14,17,587.0,7.0,1,grid_reliable,2
7753,referral_hospital,O2_0124,urban,279,1,1,1,1,LOX_bulk_tank,0,0,1.0,1,13,2,1,0,1,1,1,1,1,0,not_applicable,2021,4,38,pneumonia_child,25,13,1,4,0,770.0,9.0,1,generator_only,7
7754,referral_hospital,O2_0064,urban,226,1,1,1,1,PSA_plant_onsite,0,0,2.3,1,13,4,1,1,1,1,0,1,1,0,not_applicable,2024,11,40,other_hypoxemia,28,12,0,5,0,640.0,8.0,1,grid_unreliable,5
7755,referral_hospital,O2_0067,urban,215,1,1,1,1,oxygen_concentrator,5,4,2.2,1,7,4,0,0,1,1,1,1,1,0,not_applicable,2023,7,44,COPD_exacerbation,34,10,1,3,0,827.0,83.0,1,grid_unreliable,7
7756,referral_hospital,O2_0124,urban,218,1,1,1,1,LOX_bulk_tank,0,0,0.4,1,9,8,5,0,1,0,0,1,1,0,not_applicable,2023,9,43,surgical_anaesthesia,35,8,1,4,0,958.0,28.0,1,grid_reliable,4
7757,referral_hospital,O2_0198,urban,256,1,1,1,1,LOX_bulk_tank,0,0,0.6,1,5,4,3,0,1,1,1,1,1,0,not_applicable,2023,3,34,surgical_anaesthesia,24,10,1,5,0,966.0,6.0,1,generator_only,6
7758,referral_hospital,O2_0162,peri_urban,328,1,1,1,1,PSA_plant_onsite,0,0,0.4,1,7,4,2,0,1,1,0,0,0,24,power_outage,2024,9,43,COVID19_severe,0,43,0,14,8,787.0,35.0,1,grid_reliable,7
7759,referral_hospital,O2_0117,peri_urban,252,1,1,1,1,LOX_bulk_tank,7,3,0.7,1,8,5,1,0,1,1,1,0,0,3,empty_cylinders_not_collected,2023,12,53,neonatal_respiratory,0,53,0,20,16,771.0,13.0,1,grid_reliable,4
7760,referral_hospital,O2_0048,urban,195,1,1,1,1,PSA_plant_onsite,0,0,3.6,1,9,5,13,1,1,1,1,1,1,0,not_applicable,2022,8,31,pneumonia_child,27,4,1,2,0,729.0,16.0,1,generator_only,2
7761,referral_hospital,O2_0175,rural,268,1,1,1,1,LOX_bulk_tank,0,0,0.6,1,9,12,6,0,1,1,1,1,0,8,PSA_plant_breakdown,2024,4,29,asthma_severe,27,2,1,1,0,717.0,21.0,1,grid_unreliable,3
7762,referral_hospital,O2_0025,peri_urban,187,1,1,1,1,oxygen_concentrator,4,3,1.1,1,10,6,2,0,1,1,0,1,1,0,not_applicable,2024,6,42,pneumonia_adult,30,12,1,1,0,894.0,2.0,1,grid_unreliable,12
7763,referral_hospital,O2_0078,urban,188,1,1,1,1,LOX_bulk_tank,0,0,1.2,1,12,4,3,0,1,1,1,1,1,6,demand_surge,2022,9,40,surgical_anaesthesia,24,16,0,3,0,641.0,4.0,1,grid_reliable,7
7764,referral_hospital,O2_0147,peri_urban,250,1,1,1,1,LOX_bulk_tank,0,0,2.2,1,16,7,26,0,1,1,1,0,0,1,cylinder_delivery_delay,2023,12,41,COPD_exacerbation,0,41,0,13,3,569.0,1.0,1,grid_reliable,2
7765,referral_hospital,O2_0029,peri_urban,231,1,1,1,1,oxygen_concentrator,5,5,1.4,1,10,3,5,0,1,1,1,1,1,0,not_applicable,2024,9,42,other_hypoxemia,37,5,1,3,0,792.0,15.0,1,grid_reliable,0
7766,referral_hospital,O2_0196,urban,169,1,1,1,1,LOX_bulk_tank,2,1,1.0,1,6,6,0,0,1,1,0,0,0,22,demand_surge,2024,12,34,COVID19_severe,0,34,0,11,2,757.0,18.0,1,grid_reliable,0
7767,referral_hospital,O2_0048,rural,227,1,1,1,1,cylinder_piped,0,0,2.0,1,6,6,3,0,1,1,1,1,1,0,not_applicable,2022,1,50,COPD_exacerbation,47,3,1,1,0,718.0,19.0,1,grid_unreliable,1
7768,referral_hospital,O2_0181,peri_urban,195,1,1,1,1,cylinder_piped,8,3,1.2,1,7,7,7,0,1,1,1,1,1,0,not_applicable,2024,11,45,surgical_anaesthesia,36,9,0,2,0,695.0,18.0,0,grid_reliable,3
7769,referral_hospital,O2_0178,urban,251,1,1,1,1,LOX_bulk_tank,0,0,0.9,1,14,4,10,0,1,1,1,0,0,7,PSA_plant_breakdown,2023,2,54,trauma,0,54,0,14,38,805.0,7.0,1,grid_unreliable,2
7770,referral_hospital,O2_0055,urban,283,1,1,1,1,oxygen_concentrator,12,11,1.4,1,9,3,1,0,1,1,1,0,0,30,PSA_plant_breakdown,2022,8,33,COPD_exacerbation,0,33,0,10,6,691.0,5.0,1,grid_reliable,6
7771,referral_hospital,O2_0198,urban,205,1,1,1,1,LOX_bulk_tank,0,0,2.1,1,8,3,4,0,1,1,0,1,1,0,not_applicable,2024,8,32,surgical_anaesthesia,24,8,0,4,0,592.0,35.0,0,grid_unreliable,0
7772,referral_hospital,O2_0077,urban,260,1,1,1,1,oxygen_concentrator,2,0,13.6,1,12,9,11,0,1,1,0,1,1,0,not_applicable,2023,3,46,pneumonia_child,42,4,1,3,0,852.0,9.0,1,grid_reliable,1
7773,referral_hospital,O2_0161,urban,201,1,1,1,1,cylinder_piped,0,0,2.1,1,9,6,3,0,1,1,0,1,1,0,not_applicable,2022,6,36,severe_malaria,26,10,1,3,0,716.0,9.0,1,grid_reliable,5
7774,referral_hospital,O2_0084,rural,255,1,1,1,1,LOX_bulk_tank,2,1,1.0,1,11,4,1,0,1,0,0,1,1,0,not_applicable,2021,12,31,pneumonia_adult,26,5,1,1,0,803.0,7.0,0,grid_unreliable,2
7775,referral_hospital,O2_0029,urban,183,1,1,1,1,LOX_bulk_tank,0,0,0.4,1,7,4,1,0,1,1,1,1,1,2,concentrator_malfunction,2024,6,35,surgical_anaesthesia,35,0,1,0,0,833.0,12.0,1,grid_unreliable,4
7776,referral_hospital,O2_0014,urban,249,1,1,1,1,cylinder_piped,0,0,5.3,1,9,4,3,0,1,1,1,1,1,0,not_applicable,2024,9,45,COPD_exacerbation,32,13,1,2,0,809.0,3.0,1,grid_reliable,7
7777,referral_hospital,O2_0047,peri_urban,216,1,1,1,1,PSA_plant_onsite,5,2,2.7,1,11,4,0,0,1,0,0,1,1,0,not_applicable,2021,6,45,pneumonia_child,32,13,1,6,0,701.0,8.0,1,grid_reliable,3
7778,referral_hospital,O2_0135,peri_urban,220,1,1,1,1,cylinder_portable,0,0,1.9,1,2,7,0,0,1,1,0,1,1,2,power_outage,2023,4,52,COPD_exacerbation,45,7,1,1,0,953.0,41.0,1,grid_unreliable,1
7779,referral_hospital,O2_0158,urban,303,1,1,1,1,cylinder_piped,0,0,1.2,1,15,5,1,0,1,0,0,1,1,0,not_applicable,2021,2,39,other_hypoxemia,39,0,0,0,0,673.0,24.0,1,grid_unreliable,11
7780,referral_hospital,O2_0087,urban,242,1,1,1,1,cylinder_piped,0,0,5.6,1,11,1,1,0,1,1,1,1,1,12,concentrator_malfunction,2021,6,34,heart_failure,27,7,1,3,0,711.0,7.0,0,grid_reliable,8
7781,referral_hospital,O2_0095,urban,308,1,1,1,1,oxygen_concentrator,3,2,0.9,1,12,0,0,0,1,1,1,1,0,0,not_applicable,2024,2,38,pneumonia_child,33,5,1,2,0,849.0,11.0,0,grid_reliable,0
7782,referral_hospital,O2_0194,urban,288,1,1,1,1,cylinder_piped,0,0,0.4,1,9,7,13,0,1,0,0,0,0,1,PSA_plant_breakdown,2021,10,44,pneumonia_child,0,44,0,15,14,891.0,2.0,1,grid_reliable,13
7783,referral_hospital,O2_0151,peri_urban,175,1,1,1,1,PSA_plant_onsite,0,0,1.2,1,11,4,2,1,1,1,1,1,1,0,not_applicable,2023,4,37,neonatal_respiratory,20,17,1,7,0,607.0,21.0,1,generator_only,3
7784,referral_hospital,O2_0008,peri_urban,200,1,1,1,1,LOX_bulk_tank,0,0,0.5,1,16,2,2,0,1,1,0,1,1,0,not_applicable,2021,2,52,surgical_anaesthesia,43,9,1,4,0,863.0,1.0,1,generator_only,6
7785,referral_hospital,O2_0011,rural,223,1,1,1,1,LOX_bulk_tank,0,0,1.4,1,10,5,5,0,1,1,1,1,1,0,not_applicable,2023,7,45,COVID19_severe,43,2,1,1,0,887.0,63.0,1,grid_unreliable,3
7786,referral_hospital,O2_0160,urban,195,1,1,1,1,LOX_bulk_tank,3,2,10.9,1,5,8,1,0,1,1,1,1,1,0,not_applicable,2023,8,40,pneumonia_adult,27,13,0,6,0,747.0,24.0,1,generator_only,5
7787,referral_hospital,O2_0156,urban,279,1,1,1,1,LOX_bulk_tank,3,1,2.5,1,13,4,1,0,1,1,0,1,1,10,cylinder_delivery_delay,2024,10,45,pneumonia_child,42,3,0,1,0,567.0,14.0,1,grid_reliable,0
7788,referral_hospital,O2_0193,urban,253,1,1,1,1,oxygen_concentrator,5,4,4.7,1,13,7,3,0,1,1,1,1,1,0,not_applicable,2022,3,43,COVID19_severe,31,12,1,5,0,591.0,14.0,1,generator_only,3
7789,referral_hospital,O2_0084,urban,213,1,1,1,1,cylinder_piped,0,0,3.1,1,11,3,11,0,1,1,0,1,1,0,not_applicable,2022,5,44,neonatal_respiratory,39,5,0,1,0,692.0,7.0,1,solar,9
7790,referral_hospital,O2_0076,urban,278,1,1,1,1,cylinder_portable,2,1,2.4,1,8,5,6,0,1,1,0,1,1,4,PSA_plant_breakdown,2024,10,45,severe_malaria,30,15,1,6,0,983.0,27.0,0,grid_reliable,3
7791,referral_hospital,O2_0178,rural,186,1,1,1,1,cylinder_piped,0,0,3.0,1,7,4,2,0,1,0,0,1,1,4,piping_system_leak,2024,8,38,heart_failure,23,15,1,4,0,1019.0,12.0,1,grid_reliable,12
7792,referral_hospital,O2_0139,urban,266,1,1,1,1,cylinder_piped,0,0,2.2,1,7,5,2,0,1,1,0,1,1,1,concentrator_malfunction,2024,8,34,heart_failure,34,0,0,0,0,735.0,3.0,1,grid_reliable,2
7793,referral_hospital,O2_0025,urban,329,1,1,1,1,LOX_bulk_tank,0,0,5.4,1,9,4,23,0,1,1,0,1,1,0,not_applicable,2023,5,41,sepsis,31,10,0,2,0,780.0,6.0,1,grid_unreliable,6
7794,referral_hospital,O2_0116,urban,243,1,1,1,1,LOX_bulk_tank,0,0,0.9,1,9,2,0,0,1,1,1,1,1,0,not_applicable,2023,11,41,pneumonia_child,31,10,1,4,0,982.0,37.0,1,grid_reliable,4
7795,referral_hospital,O2_0052,rural,279,1,1,1,1,LOX_bulk_tank,0,0,1.5,1,12,3,17,0,1,0,0,1,1,0,not_applicable,2023,9,32,pneumonia_child,28,4,1,2,0,908.0,2.0,1,solar,13
7796,referral_hospital,O2_0076,rural,238,1,1,1,1,cylinder_piped,0,0,11.0,1,16,5,0,0,1,1,1,0,0,5,supplier_stockout,2024,3,50,COVID19_severe,0,50,0,16,4,695.0,13.0,1,grid_unreliable,0
7797,referral_hospital,O2_0057,urban,292,1,1,1,1,PSA_plant_onsite,0,0,2.5,1,14,7,4,0,1,1,1,1,0,8,demand_surge,2023,9,46,pneumonia_adult,46,0,1,0,0,643.0,0.0,1,none,2
7798,referral_hospital,O2_0019,urban,231,1,1,1,1,PSA_plant_onsite,0,0,1.9,1,9,5,8,0,1,1,1,1,1,0,not_applicable,2021,8,28,sepsis,23,5,1,2,0,777.0,26.0,1,grid_reliable,4
7799,referral_hospital,O2_0030,urban,256,1,1,1,1,oxygen_concentrator,7,5,0.8,1,9,10,3,0,1,1,1,1,1,0,not_applicable,2021,5,28,severe_malaria,28,0,0,0,0,751.0,0.0,1,grid_unreliable,11
7800,referral_hospital,O2_0153,urban,275,1,1,1,1,cylinder_piped,5,3,1.6,1,19,9,2,0,1,1,1,1,0,0,not_applicable,2024,2,35,other_hypoxemia,34,1,0,0,0,774.0,7.0,0,generator_only,0
7801,referral_hospital,O2_0102,urban,228,1,1,1,1,cylinder_piped,0,0,1.4,1,10,7,2,0,1,1,0,0,0,4,PSA_plant_breakdown,2024,12,34,COVID19_severe,0,34,0,13,15,653.0,3.0,1,grid_reliable,0
7802,referral_hospital,O2_0126,rural,253,1,1,1,1,cylinder_piped,8,5,1.7,1,8,5,1,0,1,1,1,1,1,0,not_applicable,2023,6,45,other_hypoxemia,27,18,0,5,0,864.0,9.0,1,generator_only,2
7803,referral_hospital,O2_0117,urban,231,1,1,1,1,oxygen_concentrator,9,2,6.1,1,6,8,2,0,1,1,1,1,1,0,not_applicable,2024,1,40,trauma,21,19,1,5,0,840.0,10.0,1,grid_unreliable,3
7804,referral_hospital,O2_0146,peri_urban,257,1,1,1,1,PSA_plant_onsite,0,0,3.4,1,12,8,2,1,1,1,1,1,1,0,not_applicable,2022,11,54,other_hypoxemia,37,17,0,7,0,917.0,46.0,0,solar,23
7805,referral_hospital,O2_0147,urban,203,1,1,1,1,cylinder_piped,7,4,1.9,1,15,4,0,0,1,1,0,1,1,0,not_applicable,2023,10,25,asthma_severe,15,10,0,0,0,1169.0,2.0,1,grid_reliable,1
7806,referral_hospital,O2_0028,urban,215,1,1,1,1,oxygen_concentrator,8,4,0.4,1,10,4,10,0,1,1,1,1,1,5,power_outage,2023,4,36,heart_failure,33,3,1,1,0,520.0,4.0,1,grid_reliable,0
7807,referral_hospital,O2_0089,urban,260,1,1,1,1,oxygen_concentrator,7,5,2.0,1,9,8,10,0,1,1,1,1,1,0,not_applicable,2021,2,42,heart_failure,36,6,0,1,0,591.0,8.0,1,grid_unreliable,2
7808,referral_hospital,O2_0111,rural,298,1,1,1,1,LOX_bulk_tank,7,4,0.1,1,9,5,3,0,1,1,0,1,1,0,not_applicable,2023,5,34,COVID19_severe,24,10,1,5,0,630.0,18.0,0,grid_reliable,5
7809,referral_hospital,O2_0136,rural,226,1,1,1,1,PSA_plant_onsite,0,0,1.4,1,17,7,3,1,1,1,1,1,1,9,supplier_stockout,2023,10,40,pneumonia_child,27,13,0,7,0,782.0,2.0,1,grid_unreliable,0
7810,referral_hospital,O2_0107,peri_urban,243,1,1,1,1,cylinder_portable,2,0,0.1,1,9,7,4,0,1,1,0,1,1,0,not_applicable,2024,5,34,pneumonia_child,24,10,1,7,0,725.0,28.0,1,grid_unreliable,18
7811,referral_hospital,O2_0148,urban,273,1,1,1,1,PSA_plant_onsite,0,0,4.3,1,6,10,0,0,1,1,1,1,1,0,not_applicable,2022,12,41,other_hypoxemia,39,2,0,0,0,770.0,57.0,1,solar,2
7812,referral_hospital,O2_0135,rural,276,1,1,1,1,LOX_bulk_tank,0,0,0.4,1,9,8,0,0,1,1,1,1,1,0,not_applicable,2021,1,39,severe_malaria,35,4,1,1,0,618.0,2.0,1,grid_reliable,0
7813,referral_hospital,O2_0028,urban,250,1,1,1,1,LOX_bulk_tank,0,0,7.9,1,15,2,0,0,1,1,1,1,1,0,not_applicable,2023,10,31,pneumonia_child,26,5,1,2,0,1049.0,0.0,1,grid_reliable,0
7814,referral_hospital,O2_0185,urban,244,1,1,1,1,PSA_plant_onsite,9,7,3.7,1,11,10,21,1,1,1,1,1,0,0,not_applicable,2024,7,24,neonatal_respiratory,15,9,1,2,0,693.0,10.0,1,grid_unreliable,5
7815,referral_hospital,O2_0141,urban,257,1,1,1,1,LOX_bulk_tank,0,0,2.3,1,7,4,1,0,1,0,0,1,1,0,not_applicable,2023,8,42,pneumonia_adult,39,3,1,0,0,665.0,15.0,1,grid_unreliable,9
7816,referral_hospital,O2_0039,urban,297,1,1,1,1,cylinder_piped,0,0,1.4,1,8,2,0,0,1,1,0,0,0,12,no_oxygen_source,2024,7,45,COVID19_severe,0,45,0,14,5,853.0,8.0,1,grid_reliable,3
7817,referral_hospital,O2_0012,peri_urban,245,1,1,1,1,oxygen_concentrator,3,2,9.6,1,6,8,4,0,1,1,1,0,0,30,PSA_plant_breakdown,2021,7,44,neonatal_respiratory,0,44,0,13,13,1015.0,23.0,1,grid_unreliable,15
7818,referral_hospital,O2_0039,peri_urban,232,1,1,1,1,cylinder_piped,0,0,0.6,1,6,1,0,0,1,1,1,1,1,0,not_applicable,2023,12,27,heart_failure,19,8,1,3,0,384.0,9.0,1,generator_only,4
7819,referral_hospital,O2_0048,peri_urban,263,1,1,1,1,cylinder_portable,0,0,1.7,1,7,4,8,0,1,1,1,1,0,0,not_applicable,2023,12,35,pneumonia_adult,28,7,1,2,0,781.0,12.0,1,grid_reliable,1
7820,referral_hospital,O2_0135,urban,304,1,1,1,1,cylinder_piped,0,0,4.5,1,6,1,0,0,1,0,0,1,1,0,not_applicable,2022,4,40,COPD_exacerbation,31,9,1,3,0,358.0,4.0,0,grid_unreliable,4
7821,referral_hospital,O2_0176,urban,242,1,1,1,1,PSA_plant_onsite,0,0,0.1,1,10,3,3,0,1,1,1,1,1,0,not_applicable,2024,12,31,neonatal_respiratory,19,12,1,3,0,927.0,34.0,1,grid_unreliable,0
7822,referral_hospital,O2_0082,urban,240,1,1,1,1,oxygen_concentrator,2,1,1.0,1,7,4,5,0,1,1,1,1,1,0,not_applicable,2022,6,31,pneumonia_child,26,5,1,2,0,813.0,8.0,1,solar,3
7823,referral_hospital,O2_0118,urban,295,1,1,1,1,LOX_bulk_tank,10,7,0.3,1,9,9,8,0,1,0,0,1,1,0,not_applicable,2022,8,36,heart_failure,36,0,1,0,0,907.0,30.0,1,grid_reliable,6
7824,referral_hospital,O2_0027,peri_urban,242,1,1,1,1,oxygen_concentrator,2,1,0.1,1,3,7,5,0,1,1,1,0,0,6,piping_system_leak,2022,2,38,trauma,0,38,0,14,13,723.0,40.0,1,grid_reliable,7
7825,referral_hospital,O2_0130,rural,209,1,1,1,1,oxygen_concentrator,6,3,1.2,1,7,5,6,0,1,1,0,0,0,30,demand_surge,2023,10,32,surgical_anaesthesia,0,32,0,14,5,749.0,1.0,1,grid_unreliable,10
7826,referral_hospital,O2_0036,rural,313,1,1,1,1,LOX_bulk_tank,0,0,1.5,1,9,4,1,0,1,1,1,1,1,0,not_applicable,2023,10,51,trauma,36,15,0,4,0,573.0,41.0,1,grid_reliable,1
7827,referral_hospital,O2_0057,urban,254,1,1,1,1,cylinder_piped,4,1,4.8,1,10,4,4,0,1,1,1,1,1,0,not_applicable,2024,12,42,pneumonia_adult,38,4,0,2,0,772.0,7.0,1,none,0
7828,referral_hospital,O2_0024,rural,261,1,1,1,1,LOX_bulk_tank,9,5,4.4,1,8,6,2,0,1,1,1,1,1,0,not_applicable,2021,4,47,surgical_anaesthesia,37,10,1,5,0,973.0,38.0,1,grid_reliable,0
7829,referral_hospital,O2_0171,peri_urban,251,1,1,1,1,cylinder_piped,0,0,1.8,1,7,2,0,0,1,1,1,1,1,14,supplier_stockout,2023,12,34,pneumonia_child,28,6,0,2,0,614.0,4.0,1,grid_unreliable,1
7830,referral_hospital,O2_0025,urban,251,1,1,1,1,LOX_bulk_tank,6,3,0.8,1,8,5,5,0,1,1,1,1,0,10,concentrator_malfunction,2023,7,38,COPD_exacerbation,36,2,1,1,0,942.0,32.0,0,grid_reliable,8
7831,referral_hospital,O2_0135,urban,274,1,1,1,1,PSA_plant_onsite,0,0,3.3,1,8,4,5,0,1,0,0,0,0,2,demand_surge,2023,12,47,neonatal_respiratory,0,47,0,12,0,697.0,9.0,1,grid_reliable,9
7832,referral_hospital,O2_0062,rural,254,1,1,1,1,oxygen_concentrator,5,1,0.3,1,13,10,0,0,1,1,1,1,1,0,not_applicable,2024,10,35,surgical_anaesthesia,23,12,1,3,0,689.0,2.0,1,grid_unreliable,0
7833,referral_hospital,O2_0175,urban,186,1,1,1,1,PSA_plant_onsite,0,0,0.9,1,5,6,7,1,1,1,1,1,1,0,not_applicable,2021,11,40,severe_malaria,27,13,1,8,0,631.0,25.0,1,solar,1
7834,referral_hospital,O2_0008,urban,320,1,1,1,1,PSA_plant_onsite,0,0,3.6,1,13,2,3,1,1,1,1,1,0,0,not_applicable,2024,8,45,neonatal_respiratory,38,7,1,1,0,615.0,1.0,1,grid_reliable,5
7835,referral_hospital,O2_0109,urban,288,1,1,1,1,LOX_bulk_tank,0,0,0.1,1,20,6,0,0,1,1,0,1,0,1,piping_system_leak,2022,10,38,sepsis,38,0,1,0,0,707.0,11.0,1,grid_unreliable,5
7836,referral_hospital,O2_0097,urban,241,1,1,1,1,LOX_bulk_tank,0,0,4.0,1,10,10,1,0,1,1,0,1,1,0,not_applicable,2024,8,33,COPD_exacerbation,26,7,1,3,0,632.0,7.0,1,grid_reliable,0
7837,referral_hospital,O2_0140,rural,232,1,1,1,1,cylinder_piped,0,0,2.7,1,7,4,11,0,1,1,1,0,0,1,power_outage,2021,3,49,surgical_anaesthesia,0,49,0,18,0,833.0,64.0,1,grid_reliable,3
7838,referral_hospital,O2_0119,urban,279,1,1,1,1,LOX_bulk_tank,0,0,0.7,1,9,9,1,0,1,1,1,1,1,0,not_applicable,2022,9,42,sepsis,32,10,1,5,0,1000.0,9.0,1,generator_only,0
7839,referral_hospital,O2_0072,rural,186,1,1,1,1,LOX_bulk_tank,0,0,6.2,1,11,6,19,0,1,1,1,1,1,0,not_applicable,2021,11,40,neonatal_respiratory,32,8,0,6,0,992.0,13.0,1,grid_reliable,0
7840,referral_hospital,O2_0192,peri_urban,264,1,1,1,1,cylinder_piped,0,0,2.8,1,6,2,5,0,1,1,1,1,1,0,not_applicable,2022,1,51,pneumonia_adult,43,8,0,4,0,815.0,19.0,1,grid_unreliable,5
7841,referral_hospital,O2_0097,rural,282,1,1,1,1,LOX_bulk_tank,0,0,0.4,1,12,5,2,0,1,1,0,0,0,2,funding_for_refill,2023,8,42,COVID19_severe,0,42,0,14,18,932.0,11.0,0,none,2
7842,referral_hospital,O2_0072,urban,357,1,1,1,1,oxygen_concentrator,8,4,0.8,1,7,4,7,0,1,1,1,1,1,0,not_applicable,2023,5,48,COVID19_severe,34,14,1,9,0,740.0,42.0,1,grid_reliable,15
7843,referral_hospital,O2_0120,peri_urban,271,1,1,1,1,cylinder_piped,3,2,2.4,1,10,3,9,0,1,1,1,1,1,0,not_applicable,2023,12,39,pneumonia_child,25,14,1,4,0,947.0,22.0,1,grid_reliable,1
7844,referral_hospital,O2_0030,peri_urban,315,1,1,1,1,oxygen_concentrator,3,2,7.0,1,15,2,0,0,1,1,1,1,1,0,not_applicable,2021,4,47,pneumonia_adult,47,0,1,0,0,1105.0,24.0,1,generator_only,8
7845,referral_hospital,O2_0108,rural,171,1,1,1,1,LOX_bulk_tank,0,0,0.0,1,11,2,22,0,1,1,1,1,1,0,not_applicable,2022,5,31,COPD_exacerbation,20,11,1,4,0,648.0,2.0,1,grid_reliable,9
7846,referral_hospital,O2_0129,urban,255,1,1,1,1,LOX_bulk_tank,7,4,9.0,1,7,2,3,0,1,1,1,0,0,12,cylinder_delivery_delay,2023,5,27,surgical_anaesthesia,0,27,0,4,9,816.0,83.0,1,solar,4
7847,referral_hospital,O2_0103,urban,265,1,1,1,1,PSA_plant_onsite,0,0,1.2,1,12,1,10,1,1,1,1,1,0,2,concentrator_malfunction,2021,5,45,heart_failure,34,11,0,3,0,958.0,42.0,1,generator_only,4
7848,referral_hospital,O2_0091,peri_urban,167,1,1,1,1,PSA_plant_onsite,0,0,6.9,1,5,8,1,0,1,1,1,1,1,0,not_applicable,2023,1,37,neonatal_respiratory,22,15,1,2,0,816.0,2.0,1,grid_reliable,3
7849,referral_hospital,O2_0156,urban,263,1,1,1,1,cylinder_piped,0,0,8.5,1,11,4,5,0,1,0,0,0,0,9,supplier_stockout,2023,5,34,pneumonia_child,0,34,0,11,11,545.0,2.0,1,grid_reliable,2
7850,referral_hospital,O2_0101,urban,237,1,1,1,1,cylinder_piped,10,5,0.1,1,11,3,1,0,1,1,1,1,1,1,PSA_plant_breakdown,2022,9,40,severe_malaria,25,15,1,9,0,556.0,15.0,1,grid_unreliable,2
7851,referral_hospital,O2_0118,urban,192,1,1,1,1,PSA_plant_onsite,0,0,2.4,1,10,4,12,1,1,1,0,1,0,0,not_applicable,2024,7,44,heart_failure,44,0,1,0,0,935.0,33.0,1,grid_reliable,9
7852,referral_hospital,O2_0078,urban,255,1,1,1,1,cylinder_piped,0,0,2.1,1,7,6,3,0,1,1,1,1,1,3,PSA_plant_breakdown,2024,2,29,COPD_exacerbation,25,4,0,1,0,1144.0,29.0,1,grid_unreliable,15
7853,referral_hospital,O2_0044,peri_urban,243,1,1,1,1,oxygen_concentrator,4,3,0.5,1,18,5,3,0,1,0,0,1,1,0,not_applicable,2023,12,36,pneumonia_child,19,17,1,4,0,885.0,25.0,1,grid_reliable,1
7854,referral_hospital,O2_0041,urban,240,1,1,1,1,LOX_bulk_tank,3,2,1.0,1,8,2,9,0,1,1,1,0,0,2,funding_for_refill,2022,8,52,pneumonia_adult,0,52,0,13,18,815.0,17.0,1,grid_unreliable,4
7855,referral_hospital,O2_0064,urban,259,1,1,1,1,oxygen_concentrator,4,3,0.0,1,11,1,7,0,1,0,0,0,0,1,PSA_plant_breakdown,2022,7,38,neonatal_respiratory,0,38,0,12,10,788.0,1.0,1,solar,31
7856,referral_hospital,O2_0065,peri_urban,286,1,1,1,1,LOX_bulk_tank,0,0,4.7,1,19,4,6,0,1,1,0,1,1,1,concentrator_malfunction,2021,1,48,surgical_anaesthesia,36,12,1,1,0,856.0,30.0,1,grid_unreliable,3
7857,referral_hospital,O2_0067,rural,234,1,1,1,1,cylinder_piped,0,0,0.3,1,14,5,7,0,1,1,1,1,1,0,not_applicable,2021,9,26,trauma,19,7,1,3,0,780.0,10.0,1,grid_unreliable,6
7858,referral_hospital,O2_0166,urban,228,1,1,1,1,oxygen_concentrator,8,3,1.7,1,4,7,2,0,1,1,1,1,1,0,not_applicable,2023,7,49,trauma,46,3,1,1,0,599.0,0.0,0,generator_only,2
7859,referral_hospital,O2_0101,peri_urban,274,1,1,1,1,PSA_plant_onsite,7,4,3.3,1,11,6,1,1,1,1,1,0,0,30,cylinder_delivery_delay,2023,9,37,pneumonia_child,0,37,0,16,10,736.0,32.0,1,grid_unreliable,7
7860,referral_hospital,O2_0188,peri_urban,240,1,1,1,1,PSA_plant_onsite,0,0,3.2,1,8,3,0,1,1,1,1,0,0,26,concentrator_malfunction,2024,12,37,pneumonia_child,0,37,0,20,9,933.0,42.0,1,grid_reliable,6
7861,referral_hospital,O2_0069,rural,248,1,1,1,1,cylinder_piped,0,0,2.7,1,12,5,1,0,1,1,1,1,1,0,not_applicable,2024,11,41,pneumonia_child,28,13,1,2,0,670.0,51.0,0,grid_reliable,8
7862,referral_hospital,O2_0181,urban,302,1,1,1,1,LOX_bulk_tank,5,2,0.7,1,8,8,5,0,1,1,1,1,1,0,not_applicable,2021,9,43,trauma,26,17,1,4,0,776.0,12.0,1,generator_only,3
7863,referral_hospital,O2_0101,peri_urban,335,1,1,1,1,cylinder_piped,2,1,1.9,1,7,7,7,0,1,1,1,1,1,0,not_applicable,2024,3,33,COPD_exacerbation,22,11,1,4,0,929.0,1.0,1,grid_reliable,3
7864,referral_hospital,O2_0153,peri_urban,298,1,1,1,1,cylinder_portable,0,0,7.4,1,12,3,0,0,1,1,1,1,1,0,not_applicable,2023,2,30,trauma,23,7,1,3,0,874.0,17.0,1,grid_reliable,7
7865,referral_hospital,O2_0038,urban,269,1,1,1,1,PSA_plant_onsite,0,0,6.4,1,8,4,1,1,1,0,0,1,1,2,PSA_plant_breakdown,2024,9,30,pneumonia_child,29,1,0,0,0,1053.0,28.0,1,none,3
7866,referral_hospital,O2_0001,urban,313,1,1,1,1,PSA_plant_onsite,0,0,4.6,1,11,6,0,1,1,1,0,1,1,0,not_applicable,2023,2,41,trauma,24,17,1,8,0,917.0,1.0,1,grid_unreliable,1
7867,referral_hospital,O2_0104,urban,239,1,1,1,1,LOX_bulk_tank,6,4,1.3,1,11,4,2,0,1,1,0,1,1,0,not_applicable,2024,9,38,pneumonia_child,38,0,1,0,0,872.0,6.0,1,solar,0
7868,referral_hospital,O2_0148,urban,249,1,1,1,1,oxygen_concentrator,3,2,3.2,1,9,7,7,0,1,1,1,0,0,4,PSA_plant_breakdown,2024,7,40,COPD_exacerbation,0,40,0,14,20,883.0,4.0,1,generator_only,12
7869,referral_hospital,O2_0051,peri_urban,265,1,1,1,1,LOX_bulk_tank,0,0,0.4,1,11,5,20,0,1,0,0,1,1,3,power_outage,2024,4,35,severe_malaria,30,5,1,3,0,948.0,3.0,0,generator_only,1
7870,referral_hospital,O2_0026,rural,295,1,1,1,1,PSA_plant_onsite,0,0,2.2,1,15,7,13,1,1,1,1,1,1,6,demand_surge,2024,12,49,pneumonia_child,25,24,1,9,0,867.0,16.0,1,solar,0
7871,referral_hospital,O2_0014,peri_urban,341,1,1,1,1,oxygen_concentrator,5,1,6.8,1,11,6,7,0,1,1,0,0,0,12,PSA_plant_breakdown,2021,11,33,neonatal_respiratory,0,33,0,12,10,630.0,1.0,1,grid_reliable,5
7872,referral_hospital,O2_0022,urban,222,1,1,1,1,cylinder_piped,0,0,3.8,1,15,7,2,0,1,1,1,1,1,15,regulator_valve_failure,2024,7,28,severe_malaria,28,0,1,0,0,773.0,11.0,1,grid_unreliable,5
7873,referral_hospital,O2_0057,peri_urban,307,1,1,1,1,cylinder_piped,0,0,3.1,1,10,4,8,0,1,1,1,1,1,0,not_applicable,2024,9,34,pneumonia_child,34,0,0,0,0,967.0,43.0,1,grid_unreliable,0
7874,referral_hospital,O2_0140,urban,352,1,1,1,1,oxygen_concentrator,3,3,0.5,1,7,6,2,0,1,0,0,1,1,0,not_applicable,2022,7,45,surgical_anaesthesia,12,33,1,16,0,736.0,23.0,1,generator_only,11
7875,referral_hospital,O2_0081,rural,228,1,1,1,1,LOX_bulk_tank,0,0,1.4,1,9,4,0,0,1,0,0,1,1,0,not_applicable,2024,7,31,trauma,13,18,1,4,0,692.0,23.0,1,grid_reliable,3
7876,referral_hospital,O2_0130,peri_urban,261,1,1,1,1,LOX_bulk_tank,0,0,3.9,1,7,5,13,0,1,1,1,1,1,12,PSA_plant_breakdown,2023,11,39,other_hypoxemia,31,8,1,2,0,854.0,13.0,1,grid_reliable,2
7877,referral_hospital,O2_0131,peri_urban,207,1,1,1,1,oxygen_concentrator,3,1,4.1,1,9,7,0,0,1,1,1,1,0,0,not_applicable,2023,1,34,surgical_anaesthesia,24,10,1,4,0,922.0,22.0,1,none,2
7878,referral_hospital,O2_0111,urban,197,1,1,1,1,PSA_plant_onsite,0,0,1.6,1,13,5,6,0,1,1,1,1,1,9,concentrator_malfunction,2022,2,34,pneumonia_child,31,3,1,1,0,843.0,5.0,1,grid_reliable,6
7879,referral_hospital,O2_0025,peri_urban,273,1,1,1,1,LOX_bulk_tank,0,0,1.6,1,16,5,4,0,1,1,1,1,1,0,not_applicable,2021,3,38,heart_failure,25,13,1,7,0,784.0,11.0,1,generator_only,5
7880,referral_hospital,O2_0035,peri_urban,257,1,1,1,1,LOX_bulk_tank,0,0,0.5,1,12,3,3,0,1,1,0,1,1,0,not_applicable,2024,5,44,neonatal_respiratory,40,4,0,1,0,669.0,20.0,1,grid_unreliable,5
7881,referral_hospital,O2_0049,peri_urban,226,1,1,1,1,LOX_bulk_tank,0,0,0.7,1,11,6,3,0,1,1,0,1,0,0,not_applicable,2024,12,39,pneumonia_adult,16,23,0,10,0,770.0,1.0,1,grid_unreliable,3
7882,referral_hospital,O2_0191,urban,231,1,1,1,1,LOX_bulk_tank,0,0,2.0,1,7,7,4,0,1,1,1,0,0,1,PSA_plant_breakdown,2024,6,42,COVID19_severe,0,42,0,16,12,995.0,29.0,0,grid_reliable,40
7883,referral_hospital,O2_0104,urban,318,1,1,1,1,oxygen_concentrator,9,9,17.4,1,12,4,0,0,1,1,1,1,0,0,not_applicable,2021,2,42,COPD_exacerbation,31,11,1,4,0,925.0,11.0,1,grid_reliable,0
7884,referral_hospital,O2_0129,urban,278,1,1,1,1,PSA_plant_onsite,10,4,2.1,1,6,6,8,0,1,1,0,0,0,30,PSA_plant_breakdown,2022,9,42,pneumonia_child,0,42,0,21,10,768.0,7.0,1,grid_reliable,2
7885,referral_hospital,O2_0099,urban,286,1,1,1,1,LOX_bulk_tank,0,0,7.9,1,7,7,1,0,1,1,1,0,0,1,concentrator_malfunction,2021,9,38,other_hypoxemia,0,38,0,11,7,1068.0,62.0,1,grid_reliable,0
7886,referral_hospital,O2_0088,peri_urban,232,1,1,1,1,LOX_bulk_tank,0,0,9.0,1,6,5,0,0,1,1,1,1,1,0,not_applicable,2024,4,37,pneumonia_adult,30,7,0,1,0,646.0,1.0,1,solar,2
7887,referral_hospital,O2_0100,rural,212,1,1,1,1,PSA_plant_onsite,0,0,4.0,1,9,6,11,0,1,1,1,1,1,0,not_applicable,2023,4,44,trauma,32,12,0,4,0,942.0,11.0,1,grid_reliable,3
7888,referral_hospital,O2_0075,urban,259,1,1,1,1,oxygen_concentrator,10,8,12.3,1,12,6,13,0,1,1,0,1,1,0,not_applicable,2023,5,46,asthma_severe,35,11,1,6,0,748.0,1.0,1,grid_reliable,4
7889,referral_hospital,O2_0176,rural,282,1,1,1,1,PSA_plant_onsite,0,0,0.2,1,10,2,1,0,1,0,0,1,1,0,not_applicable,2021,7,37,other_hypoxemia,35,2,1,1,0,754.0,1.0,1,generator_only,1
7890,referral_hospital,O2_0176,urban,220,1,1,1,1,LOX_bulk_tank,0,0,3.8,1,10,6,3,0,1,1,1,0,0,9,power_outage,2024,9,34,pneumonia_adult,0,34,0,11,7,701.0,6.0,1,none,7
7891,referral_hospital,O2_0111,rural,230,1,1,1,1,LOX_bulk_tank,0,0,0.5,1,12,2,4,0,1,1,1,1,1,2,demand_surge,2024,8,40,COPD_exacerbation,23,17,0,10,0,1018.0,5.0,1,grid_reliable,10
7892,referral_hospital,O2_0008,urban,242,1,1,1,1,LOX_bulk_tank,0,0,5.7,1,10,3,2,0,1,1,1,1,1,0,not_applicable,2024,4,42,COVID19_severe,33,9,0,3,0,849.0,15.0,1,none,8
7893,referral_hospital,O2_0176,peri_urban,276,1,1,1,1,LOX_bulk_tank,6,4,1.6,1,10,6,2,0,1,1,1,0,0,1,power_outage,2022,11,40,COVID19_severe,0,40,0,14,9,854.0,4.0,0,grid_reliable,1
7894,referral_hospital,O2_0062,rural,286,1,1,1,1,PSA_plant_onsite,7,6,7.0,1,13,4,8,1,1,1,0,1,1,0,not_applicable,2024,5,40,COPD_exacerbation,32,8,1,1,0,642.0,12.0,0,generator_only,3
7895,referral_hospital,O2_0175,urban,319,1,1,1,1,LOX_bulk_tank,0,0,2.3,1,10,2,0,0,1,0,0,1,1,0,not_applicable,2022,10,43,pneumonia_adult,27,16,0,6,0,829.0,22.0,1,grid_reliable,2
7896,referral_hospital,O2_0180,urban,239,1,1,1,1,PSA_plant_onsite,0,0,2.4,1,16,7,7,0,1,1,1,1,1,10,empty_cylinders_not_collected,2021,9,37,trauma,26,11,1,6,0,923.0,18.0,1,grid_reliable,11
7897,referral_hospital,O2_0088,urban,182,1,1,1,1,oxygen_concentrator,2,1,2.7,1,10,2,2,0,1,1,1,1,1,0,not_applicable,2023,9,35,pneumonia_child,30,5,1,1,0,761.0,1.0,1,grid_unreliable,0
7898,referral_hospital,O2_0047,urban,262,1,1,1,1,PSA_plant_onsite,1,0,2.7,1,11,6,2,0,1,1,1,1,1,0,not_applicable,2024,3,48,pneumonia_adult,33,15,1,4,0,940.0,5.0,1,grid_reliable,5
7899,referral_hospital,O2_0078,peri_urban,252,1,1,1,1,LOX_bulk_tank,0,0,4.4,1,11,3,3,0,1,1,1,1,1,0,not_applicable,2024,8,33,pneumonia_child,26,7,1,2,0,769.0,17.0,1,solar,1
7900,referral_hospital,O2_0157,urban,219,1,1,1,1,PSA_plant_onsite,0,0,0.3,1,10,5,4,0,1,1,1,1,1,2,piping_system_leak,2024,3,40,neonatal_respiratory,37,3,0,1,0,852.0,10.0,1,grid_reliable,22
7901,referral_hospital,O2_0130,peri_urban,300,1,1,1,1,LOX_bulk_tank,4,1,1.9,1,11,10,13,0,1,0,0,1,1,0,not_applicable,2023,7,27,trauma,22,5,1,2,0,905.0,10.0,1,grid_unreliable,2
7902,referral_hospital,O2_0173,peri_urban,271,1,1,1,1,LOX_bulk_tank,0,0,7.1,1,6,4,9,0,1,1,0,1,1,0,not_applicable,2022,11,43,neonatal_respiratory,32,11,1,3,0,511.0,6.0,1,grid_reliable,2
7903,referral_hospital,O2_0181,urban,309,1,1,1,1,cylinder_portable,0,0,1.6,1,12,9,0,0,1,1,1,1,1,0,not_applicable,2024,10,47,surgical_anaesthesia,39,8,1,5,0,792.0,7.0,1,grid_unreliable,6
7904,referral_hospital,O2_0027,rural,220,1,1,1,1,cylinder_piped,6,4,4.4,1,9,6,24,0,1,1,0,1,1,0,not_applicable,2024,1,28,pneumonia_child,19,9,0,5,0,889.0,2.0,1,grid_reliable,3
7905,referral_hospital,O2_0020,urban,261,1,1,1,1,cylinder_piped,5,4,2.5,1,7,7,18,0,1,1,1,1,1,15,demand_surge,2023,9,39,heart_failure,17,22,0,8,0,1161.0,15.0,1,grid_reliable,0
7906,referral_hospital,O2_0086,urban,218,1,1,1,1,PSA_plant_onsite,0,0,0.1,1,7,3,2,1,1,1,1,0,0,9,concentrator_malfunction,2024,4,45,COPD_exacerbation,0,45,0,19,10,641.0,4.0,1,grid_reliable,2
7907,referral_hospital,O2_0121,urban,293,1,1,1,1,oxygen_concentrator,4,2,0.4,1,10,5,0,0,1,0,0,1,1,0,not_applicable,2023,3,39,pneumonia_adult,24,15,1,6,0,1033.0,14.0,0,grid_unreliable,5
7908,referral_hospital,O2_0002,rural,226,1,1,1,1,oxygen_concentrator,5,4,2.3,1,7,4,4,0,1,1,0,1,0,1,PSA_plant_breakdown,2024,2,39,pneumonia_adult,28,11,1,5,0,745.0,9.0,1,grid_unreliable,3
7909,referral_hospital,O2_0102,urban,250,1,1,1,1,oxygen_concentrator,6,2,0.5,1,8,4,2,0,1,1,0,1,1,0,not_applicable,2022,6,34,surgical_anaesthesia,26,8,1,4,0,444.0,32.0,1,generator_only,3
7910,referral_hospital,O2_0101,urban,244,1,1,1,1,PSA_plant_onsite,0,0,0.6,1,10,6,1,1,1,1,1,0,0,1,cylinder_delivery_delay,2024,5,44,asthma_severe,0,44,0,13,18,947.0,7.0,1,grid_unreliable,3
7911,referral_hospital,O2_0080,urban,191,1,1,1,1,PSA_plant_onsite,0,0,0.7,1,12,4,0,1,1,1,1,1,0,0,not_applicable,2024,5,30,COVID19_severe,24,6,1,4,0,642.0,11.0,1,grid_reliable,6
7912,referral_hospital,O2_0148,peri_urban,214,1,1,1,1,LOX_bulk_tank,0,0,8.5,1,17,4,3,0,1,1,0,0,0,1,cylinder_delivery_delay,2023,12,41,heart_failure,0,41,0,12,22,663.0,29.0,1,grid_reliable,5
7913,referral_hospital,O2_0053,urban,325,1,1,1,1,LOX_bulk_tank,0,0,6.0,1,9,4,1,0,1,1,1,1,1,1,cylinder_delivery_delay,2022,8,45,severe_malaria,36,9,0,4,0,682.0,34.0,1,generator_only,10
7914,referral_hospital,O2_0136,rural,171,1,1,1,1,LOX_bulk_tank,3,2,2.1,1,17,2,13,0,1,1,1,1,1,0,not_applicable,2022,11,44,pneumonia_child,37,7,1,1,0,657.0,3.0,1,generator_only,2
7915,referral_hospital,O2_0074,rural,277,1,1,1,1,LOX_bulk_tank,0,0,2.8,1,10,10,9,0,1,1,0,0,0,2,PSA_plant_breakdown,2022,1,60,surgical_anaesthesia,0,60,0,24,24,532.0,13.0,1,grid_reliable,11
7916,referral_hospital,O2_0095,urban,274,1,1,1,1,cylinder_piped,8,4,1.2,1,13,3,1,0,1,0,0,0,0,2,power_outage,2024,3,44,heart_failure,0,44,0,12,6,896.0,1.0,1,none,0
7917,referral_hospital,O2_0173,urban,278,1,1,1,1,PSA_plant_onsite,3,1,2.1,1,12,4,2,1,1,1,1,0,0,6,PSA_plant_breakdown,2024,2,35,COPD_exacerbation,0,35,0,12,5,982.0,6.0,1,grid_reliable,0
7918,referral_hospital,O2_0026,peri_urban,286,1,1,1,1,PSA_plant_onsite,0,0,1.9,1,12,6,3,0,1,1,0,1,1,0,not_applicable,2024,4,42,other_hypoxemia,15,27,1,6,0,758.0,9.0,1,grid_reliable,3
7919,referral_hospital,O2_0168,urban,196,1,1,1,1,PSA_plant_onsite,5,3,1.2,1,8,5,10,1,1,1,1,1,0,0,not_applicable,2024,8,39,neonatal_respiratory,21,18,1,5,0,936.0,2.0,1,grid_reliable,1
7920,referral_hospital,O2_0176,rural,211,1,1,1,1,LOX_bulk_tank,0,0,0.7,1,8,10,1,0,1,1,0,1,1,0,not_applicable,2024,7,37,COPD_exacerbation,29,8,1,2,0,793.0,2.0,1,grid_reliable,1
7921,referral_hospital,O2_0129,rural,197,1,1,1,1,LOX_bulk_tank,0,0,0.1,1,9,6,0,0,1,0,0,1,1,0,not_applicable,2024,10,49,neonatal_respiratory,33,16,1,10,0,793.0,1.0,1,grid_unreliable,5
7922,referral_hospital,O2_0151,peri_urban,245,1,1,1,1,cylinder_piped,6,5,2.1,1,7,8,16,0,1,1,1,1,0,1,PSA_plant_breakdown,2022,6,44,pneumonia_child,44,0,1,0,0,668.0,6.0,0,grid_unreliable,10
7923,referral_hospital,O2_0039,urban,282,1,1,1,1,cylinder_portable,0,0,1.8,1,9,4,4,0,1,1,1,1,1,0,not_applicable,2024,6,39,heart_failure,33,6,1,3,0,875.0,11.0,1,grid_unreliable,9
7924,referral_hospital,O2_0071,urban,233,1,1,1,1,cylinder_portable,0,0,0.5,1,10,9,2,0,1,0,0,1,1,5,piping_system_leak,2021,6,42,pneumonia_adult,40,2,1,0,0,832.0,20.0,1,grid_unreliable,9
7925,referral_hospital,O2_0006,rural,167,1,1,1,1,oxygen_concentrator,7,5,2.9,1,12,3,3,0,1,1,1,1,0,0,not_applicable,2024,12,37,surgical_anaesthesia,23,14,0,6,0,741.0,4.0,1,generator_only,1
7926,referral_hospital,O2_0066,rural,214,1,1,1,1,PSA_plant_onsite,0,0,0.8,1,14,3,16,0,1,1,1,1,1,0,not_applicable,2021,2,36,neonatal_respiratory,30,6,1,4,0,616.0,0.0,1,grid_unreliable,1
7927,referral_hospital,O2_0165,urban,150,1,1,1,1,PSA_plant_onsite,0,0,1.7,1,11,3,5,0,1,0,0,1,1,0,not_applicable,2021,1,52,pneumonia_child,37,15,1,7,0,686.0,30.0,0,grid_unreliable,7
7928,referral_hospital,O2_0006,urban,259,1,1,1,1,LOX_bulk_tank,0,0,6.1,1,12,2,3,0,1,1,1,1,1,0,not_applicable,2022,5,42,COVID19_severe,28,14,0,7,0,729.0,12.0,1,generator_only,1
7929,referral_hospital,O2_0122,rural,244,1,1,1,1,PSA_plant_onsite,0,0,2.2,1,10,2,2,1,1,1,0,1,0,0,not_applicable,2024,2,44,pneumonia_child,32,12,0,5,0,410.0,35.0,1,grid_unreliable,9
7930,referral_hospital,O2_0072,rural,323,1,1,1,1,PSA_plant_onsite,0,0,1.9,1,10,6,2,1,1,1,1,0,0,1,demand_surge,2023,2,46,COPD_exacerbation,0,46,0,16,17,704.0,28.0,1,grid_unreliable,1
7931,referral_hospital,O2_0158,urban,235,1,1,1,1,LOX_bulk_tank,0,0,1.5,1,13,4,1,0,1,1,0,1,0,2,demand_surge,2022,9,42,pneumonia_child,38,4,0,1,0,935.0,62.0,1,grid_reliable,0
7932,referral_hospital,O2_0071,rural,260,1,1,1,1,cylinder_piped,0,0,5.5,1,7,5,1,0,1,1,1,1,1,0,not_applicable,2021,1,42,pneumonia_child,41,1,1,0,0,682.0,5.0,1,solar,14
7933,referral_hospital,O2_0005,urban,256,1,1,1,1,oxygen_concentrator,5,2,4.1,1,14,5,1,0,1,1,1,1,0,4,piping_system_leak,2022,2,43,pneumonia_child,31,12,1,4,0,785.0,5.0,1,generator_only,7
7934,referral_hospital,O2_0121,urban,269,1,1,1,1,oxygen_concentrator,6,3,2.2,1,10,4,2,0,1,1,1,1,0,0,not_applicable,2023,6,44,pneumonia_child,41,3,0,1,0,1105.0,15.0,1,grid_unreliable,1
7935,referral_hospital,O2_0070,urban,253,1,1,1,1,cylinder_piped,0,0,1.9,1,9,7,2,0,1,1,1,1,1,1,PSA_plant_breakdown,2021,10,26,COPD_exacerbation,19,7,1,3,0,901.0,6.0,1,grid_reliable,0
7936,referral_hospital,O2_0050,urban,314,1,1,1,1,cylinder_piped,0,0,4.6,1,8,4,3,0,1,1,1,1,0,0,not_applicable,2024,5,32,pneumonia_adult,21,11,1,5,0,707.0,20.0,1,grid_unreliable,4
7937,referral_hospital,O2_0176,peri_urban,242,1,1,1,1,cylinder_piped,0,0,2.2,1,14,3,7,0,1,0,0,1,0,0,not_applicable,2024,2,46,pneumonia_child,25,21,1,8,0,738.0,13.0,1,grid_reliable,0
7938,referral_hospital,O2_0136,rural,351,1,1,1,1,PSA_plant_onsite,0,0,5.0,1,5,3,8,0,1,1,1,1,1,0,not_applicable,2024,7,45,COPD_exacerbation,24,21,1,3,0,601.0,53.0,1,grid_unreliable,5
7939,referral_hospital,O2_0122,peri_urban,225,1,1,1,1,LOX_bulk_tank,0,0,0.9,1,11,5,1,0,1,1,1,1,1,0,not_applicable,2022,2,40,sepsis,35,5,1,2,0,578.0,13.0,1,solar,2
7940,referral_hospital,O2_0131,rural,253,1,1,1,1,oxygen_concentrator,3,2,8.1,1,17,5,3,0,1,1,1,1,1,0,not_applicable,2024,7,40,surgical_anaesthesia,33,7,1,3,0,700.0,11.0,1,grid_reliable,11
7941,referral_hospital,O2_0056,urban,244,1,1,1,1,cylinder_piped,0,0,0.8,1,11,8,8,0,1,1,1,1,1,0,not_applicable,2022,12,51,sepsis,33,18,1,8,0,898.0,0.0,1,grid_reliable,12
7942,referral_hospital,O2_0197,rural,282,1,1,1,1,LOX_bulk_tank,0,0,5.0,1,9,3,2,0,1,1,1,1,1,1,empty_cylinders_not_collected,2022,9,30,severe_malaria,23,7,1,4,0,869.0,9.0,1,grid_unreliable,9
7943,referral_hospital,O2_0132,urban,324,1,1,1,1,LOX_bulk_tank,0,0,4.9,1,10,7,1,0,1,1,0,0,0,29,no_oxygen_source,2022,8,28,COVID19_severe,0,28,0,14,17,926.0,1.0,0,none,13
7944,referral_hospital,O2_0186,peri_urban,329,1,1,1,1,oxygen_concentrator,8,2,7.9,1,7,6,8,0,1,1,1,0,0,9,demand_surge,2024,8,40,pneumonia_adult,0,40,0,12,11,1243.0,17.0,1,grid_reliable,1
7945,referral_hospital,O2_0161,urban,262,1,1,1,1,oxygen_concentrator,7,5,5.8,1,11,3,14,0,1,1,1,1,1,0,not_applicable,2024,11,47,surgical_anaesthesia,24,23,1,8,0,976.0,7.0,1,none,1
7946,referral_hospital,O2_0010,peri_urban,269,1,1,1,1,PSA_plant_onsite,6,3,0.2,1,19,4,8,0,1,1,0,1,1,0,not_applicable,2024,6,39,asthma_severe,27,12,1,3,0,1001.0,15.0,1,grid_reliable,13
7947,referral_hospital,O2_0183,rural,213,1,1,1,1,PSA_plant_onsite,0,0,0.3,1,13,6,6,1,1,1,1,1,1,0,not_applicable,2021,9,44,pneumonia_child,27,17,1,6,0,796.0,61.0,1,grid_reliable,6
7948,referral_hospital,O2_0186,urban,255,1,1,1,1,oxygen_concentrator,4,2,1.6,1,7,5,2,0,1,1,1,1,1,0,not_applicable,2022,7,39,pneumonia_child,34,5,1,2,0,925.0,9.0,1,generator_only,1
7949,referral_hospital,O2_0060,peri_urban,257,1,1,1,1,oxygen_concentrator,5,5,2.9,1,9,6,4,0,1,1,0,0,0,15,power_outage,2021,6,38,COVID19_severe,0,38,0,15,10,1055.0,53.0,1,grid_unreliable,5
7950,referral_hospital,O2_0033,peri_urban,306,1,1,1,1,PSA_plant_onsite,0,0,0.0,1,10,9,8,0,1,1,1,1,0,2,funding_for_refill,2022,12,42,COVID19_severe,36,6,1,0,0,758.0,20.0,1,grid_unreliable,7
7951,referral_hospital,O2_0064,urban,212,1,1,1,1,oxygen_concentrator,7,5,1.5,1,14,6,2,0,1,1,0,1,1,0,not_applicable,2023,9,53,pneumonia_adult,42,11,1,3,0,967.0,0.0,1,solar,2
7952,referral_hospital,O2_0165,rural,301,1,1,1,1,oxygen_concentrator,6,5,2.2,1,15,6,3,0,1,1,1,0,0,16,funding_for_refill,2023,1,42,severe_malaria,0,42,0,15,15,824.0,20.0,1,grid_reliable,3
7953,referral_hospital,O2_0138,urban,296,1,1,1,1,PSA_plant_onsite,8,8,4.3,1,12,4,2,1,1,0,0,1,1,0,not_applicable,2023,8,44,COVID19_severe,26,18,1,7,0,763.0,9.0,1,grid_reliable,2
7954,referral_hospital,O2_0177,rural,274,1,1,1,1,PSA_plant_onsite,0,0,4.4,1,17,3,7,0,1,1,0,1,1,0,not_applicable,2023,12,39,surgical_anaesthesia,35,4,1,1,0,784.0,63.0,1,generator_only,4
7955,referral_hospital,O2_0145,urban,217,1,1,1,1,LOX_bulk_tank,4,2,0.0,1,8,5,9,0,1,0,0,1,1,0,not_applicable,2021,6,40,asthma_severe,35,5,0,1,0,740.0,23.0,1,solar,2
7956,referral_hospital,O2_0080,urban,275,1,1,1,1,PSA_plant_onsite,0,0,5.9,1,5,6,2,1,1,1,0,1,1,5,empty_cylinders_not_collected,2023,1,41,pneumonia_child,41,0,1,0,0,687.0,0.0,1,grid_unreliable,8
7957,referral_hospital,O2_0015,rural,293,1,1,1,1,PSA_plant_onsite,3,2,4.6,1,8,9,0,0,1,1,1,1,0,0,not_applicable,2021,6,45,surgical_anaesthesia,35,10,1,4,0,916.0,5.0,1,generator_only,0
7958,referral_hospital,O2_0135,urban,249,1,1,1,1,PSA_plant_onsite,0,0,2.7,1,17,5,26,1,1,1,0,0,0,3,cylinder_delivery_delay,2022,2,32,surgical_anaesthesia,0,32,0,15,13,946.0,3.0,1,grid_reliable,6
7959,referral_hospital,O2_0076,urban,199,1,1,1,1,oxygen_concentrator,3,2,4.6,1,13,2,1,0,1,0,0,1,1,7,concentrator_malfunction,2024,7,40,COVID19_severe,35,5,1,2,0,753.0,6.0,1,grid_reliable,3
7960,referral_hospital,O2_0178,urban,202,1,1,1,1,cylinder_portable,8,6,0.0,1,8,6,10,0,1,1,1,0,0,6,demand_surge,2021,5,55,heart_failure,0,55,0,21,14,818.0,37.0,0,solar,2
7961,referral_hospital,O2_0136,urban,172,1,1,1,1,PSA_plant_onsite,0,0,0.5,1,8,4,1,1,1,0,0,1,1,0,not_applicable,2023,7,38,pneumonia_adult,34,4,1,2,0,866.0,8.0,1,grid_reliable,3
7962,referral_hospital,O2_0182,urban,254,1,1,1,1,PSA_plant_onsite,0,0,4.7,1,8,8,0,0,1,1,0,1,1,0,not_applicable,2024,1,34,trauma,31,3,1,1,0,809.0,3.0,1,solar,0
7963,referral_hospital,O2_0093,urban,236,1,1,1,1,PSA_plant_onsite,0,0,3.5,1,3,4,1,0,1,1,1,1,1,4,PSA_plant_breakdown,2023,10,52,pneumonia_adult,45,7,0,3,0,522.0,14.0,1,grid_unreliable,10
7964,referral_hospital,O2_0102,rural,277,1,1,1,1,oxygen_concentrator,7,4,4.9,1,13,3,9,0,1,1,1,1,0,0,not_applicable,2024,1,45,COVID19_severe,34,11,1,3,0,783.0,7.0,1,grid_reliable,9
7965,referral_hospital,O2_0027,peri_urban,259,1,1,1,1,LOX_bulk_tank,0,0,1.3,1,4,5,6,0,1,1,1,1,1,1,regulator_valve_failure,2023,4,28,other_hypoxemia,17,11,0,2,0,752.0,9.0,1,grid_unreliable,3
7966,referral_hospital,O2_0199,urban,211,1,1,1,1,oxygen_concentrator,4,2,0.5,1,12,3,2,0,1,1,1,1,1,0,not_applicable,2021,1,36,neonatal_respiratory,30,6,0,2,0,726.0,22.0,1,grid_unreliable,6
7967,referral_hospital,O2_0049,urban,172,1,1,1,1,cylinder_piped,0,0,9.9,1,5,6,1,0,1,1,1,1,1,0,not_applicable,2023,12,35,pneumonia_child,35,0,0,0,0,1132.0,7.0,0,grid_reliable,5
7968,referral_hospital,O2_0126,rural,170,1,1,1,1,LOX_bulk_tank,0,0,2.7,1,8,3,4,0,1,1,1,1,1,0,not_applicable,2024,1,41,surgical_anaesthesia,22,19,1,6,0,881.0,6.0,1,grid_unreliable,2
7969,referral_hospital,O2_0144,urban,299,1,1,1,1,LOX_bulk_tank,0,0,2.2,1,9,2,3,0,1,0,0,1,1,0,not_applicable,2021,4,35,heart_failure,26,9,1,1,0,691.0,1.0,1,grid_reliable,3
7970,referral_hospital,O2_0040,rural,310,1,1,1,1,PSA_plant_onsite,0,0,1.3,1,13,3,4,1,1,1,1,1,1,4,demand_surge,2022,5,25,sepsis,19,6,0,1,0,688.0,15.0,1,generator_only,1
7971,referral_hospital,O2_0143,urban,210,1,1,1,1,PSA_plant_onsite,0,0,1.1,1,1,5,15,1,1,1,0,1,0,0,not_applicable,2024,4,28,pneumonia_adult,15,13,1,3,0,772.0,18.0,1,solar,4
7972,referral_hospital,O2_0136,rural,210,1,1,1,1,PSA_plant_onsite,0,0,1.4,1,7,4,2,1,1,1,1,1,1,0,not_applicable,2023,11,33,severe_malaria,31,2,1,1,0,904.0,12.0,1,grid_reliable,0
7973,referral_hospital,O2_0199,urban,266,1,1,1,1,oxygen_concentrator,7,3,4.5,1,11,7,3,0,1,1,1,1,1,0,not_applicable,2024,12,30,pneumonia_child,17,13,1,5,0,968.0,6.0,1,generator_only,8
7974,referral_hospital,O2_0142,urban,206,1,1,1,1,cylinder_piped,0,0,0.7,1,8,4,3,0,1,1,1,0,0,3,PSA_plant_breakdown,2023,10,35,COVID19_severe,0,35,0,14,7,1046.0,20.0,0,solar,3
7975,referral_hospital,O2_0046,rural,292,1,1,1,1,cylinder_piped,0,0,3.4,1,9,5,1,0,1,0,0,1,1,0,not_applicable,2023,5,34,severe_malaria,34,0,1,0,0,887.0,30.0,1,none,1
7976,referral_hospital,O2_0075,urban,271,1,1,1,1,cylinder_portable,0,0,2.0,1,8,3,1,0,1,1,0,1,1,0,not_applicable,2023,11,36,COVID19_severe,27,9,1,4,0,766.0,0.0,1,grid_unreliable,2
7977,referral_hospital,O2_0116,urban,262,1,1,1,1,cylinder_piped,0,0,4.7,1,5,6,2,0,1,0,0,0,0,4,power_outage,2022,10,28,pneumonia_child,0,28,0,10,7,871.0,15.0,0,grid_reliable,11
7978,referral_hospital,O2_0077,rural,269,1,1,1,1,LOX_bulk_tank,0,0,4.6,1,8,8,8,0,1,1,1,1,1,0,not_applicable,2023,3,45,COPD_exacerbation,29,16,1,5,0,797.0,10.0,1,grid_reliable,2
7979,referral_hospital,O2_0081,urban,306,1,1,1,1,PSA_plant_onsite,0,0,2.5,1,11,3,6,1,1,1,1,1,1,0,not_applicable,2022,10,28,pneumonia_adult,28,0,0,0,0,807.0,9.0,1,grid_unreliable,1
7980,referral_hospital,O2_0113,urban,286,1,1,1,1,PSA_plant_onsite,0,0,3.7,1,8,5,2,0,1,1,1,1,1,0,not_applicable,2022,3,48,other_hypoxemia,35,13,1,3,0,528.0,41.0,1,grid_reliable,6
7981,referral_hospital,O2_0080,urban,130,1,1,1,1,oxygen_concentrator,3,2,4.6,1,7,5,8,0,1,0,0,0,0,20,cylinder_delivery_delay,2024,9,48,pneumonia_adult,0,48,0,16,20,965.0,23.0,1,grid_unreliable,10
7982,referral_hospital,O2_0119,urban,212,1,1,1,1,PSA_plant_onsite,0,0,0.4,1,7,7,3,0,1,1,0,1,0,0,not_applicable,2024,7,45,pneumonia_adult,40,5,1,2,0,789.0,37.0,0,grid_unreliable,4
7983,referral_hospital,O2_0098,peri_urban,249,1,1,1,1,PSA_plant_onsite,0,0,3.1,1,8,3,0,0,1,1,1,1,1,0,not_applicable,2023,3,31,severe_malaria,27,4,0,4,0,991.0,8.0,1,grid_unreliable,0
7984,referral_hospital,O2_0156,peri_urban,219,1,1,1,1,LOX_bulk_tank,3,1,2.1,1,8,3,3,0,1,1,0,1,1,0,not_applicable,2024,5,29,pneumonia_child,17,12,0,4,0,617.0,12.0,1,grid_reliable,0
7985,referral_hospital,O2_0111,urban,265,1,1,1,1,LOX_bulk_tank,0,0,4.0,1,8,11,4,0,1,1,1,0,0,30,PSA_plant_breakdown,2023,3,47,surgical_anaesthesia,0,47,0,16,17,713.0,11.0,0,grid_reliable,10
7986,referral_hospital,O2_0059,urban,261,1,1,1,1,LOX_bulk_tank,0,0,1.7,1,8,5,7,0,1,1,1,1,1,0,not_applicable,2021,6,40,pneumonia_adult,33,7,0,0,0,812.0,25.0,1,generator_only,11
7987,referral_hospital,O2_0179,urban,287,1,1,1,1,LOX_bulk_tank,0,0,0.2,1,14,4,9,0,1,1,0,1,1,0,not_applicable,2024,9,44,severe_malaria,32,12,0,6,0,1110.0,0.0,1,grid_reliable,11
7988,referral_hospital,O2_0034,urban,233,1,1,1,1,LOX_bulk_tank,0,0,1.2,1,5,9,3,0,1,1,1,1,1,0,not_applicable,2022,5,44,pneumonia_child,24,20,1,4,0,870.0,54.0,1,generator_only,3
7989,referral_hospital,O2_0188,rural,239,1,1,1,1,cylinder_piped,5,3,1.5,1,5,9,1,0,1,1,1,1,1,0,not_applicable,2022,10,45,COPD_exacerbation,45,0,1,0,0,691.0,3.0,1,grid_unreliable,2
7990,referral_hospital,O2_0118,peri_urban,275,1,1,1,1,cylinder_piped,0,0,6.4,1,12,3,0,0,1,1,1,1,0,0,not_applicable,2024,2,43,pneumonia_child,32,11,1,7,0,1146.0,8.0,1,grid_reliable,14
7991,referral_hospital,O2_0095,urban,256,1,1,1,1,oxygen_concentrator,4,3,2.8,1,10,6,7,0,1,1,1,1,1,0,not_applicable,2023,12,52,COPD_exacerbation,36,16,0,6,0,840.0,112.0,1,grid_reliable,7
7992,referral_hospital,O2_0036,rural,224,1,1,1,1,PSA_plant_onsite,0,0,0.5,1,8,10,5,0,1,1,0,0,0,10,cylinder_delivery_delay,2024,11,30,neonatal_respiratory,0,30,0,10,2,1067.0,5.0,1,grid_reliable,3
7993,referral_hospital,O2_0146,urban,255,1,1,1,1,oxygen_concentrator,4,0,8.3,1,13,3,18,0,1,1,0,1,1,1,demand_surge,2024,8,41,surgical_anaesthesia,31,10,0,7,0,796.0,3.0,0,grid_reliable,4
7994,referral_hospital,O2_0091,peri_urban,283,1,1,1,1,cylinder_piped,0,0,3.1,1,13,3,5,0,1,1,1,0,0,1,PSA_plant_breakdown,2022,10,40,pneumonia_child,0,40,0,12,20,842.0,23.0,1,generator_only,20
7995,referral_hospital,O2_0198,urban,187,1,1,1,1,PSA_plant_onsite,11,4,2.8,1,13,5,0,1,1,1,1,1,0,0,not_applicable,2024,7,40,trauma,40,0,1,0,0,792.0,7.0,1,generator_only,1
7996,referral_hospital,O2_0175,urban,276,1,1,1,1,oxygen_concentrator,3,0,3.9,1,10,4,10,0,1,1,1,1,1,0,not_applicable,2022,5,42,pneumonia_child,42,0,1,0,0,1071.0,2.0,1,grid_reliable,4
7997,referral_hospital,O2_0077,rural,295,1,1,1,1,PSA_plant_onsite,0,0,3.0,1,14,0,1,1,1,0,0,1,0,1,power_outage,2022,1,51,severe_malaria,48,3,1,0,0,696.0,14.0,1,grid_unreliable,2
7998,referral_hospital,O2_0020,peri_urban,289,1,1,1,1,oxygen_concentrator,6,3,2.7,1,8,3,0,0,1,1,1,1,1,5,empty_cylinders_not_collected,2024,12,41,COVID19_severe,34,7,1,4,0,1089.0,39.0,1,grid_reliable,4
7999,referral_hospital,O2_0193,rural,251,1,1,1,1,PSA_plant_onsite,0,0,0.9,1,12,5,9,1,1,0,0,1,1,0,not_applicable,2022,6,40,severe_malaria,32,8,0,2,0,1021.0,0.0,1,grid_reliable,10
8000,referral_hospital,O2_0172,urban,202,1,1,1,1,oxygen_concentrator,7,5,1.0,1,15,6,8,0,1,1,0,1,1,11,demand_surge,2024,8,49,neonatal_respiratory,33,16,1,6,0,552.0,4.0,1,grid_unreliable,7
8001,referral_hospital,O2_0172,urban,208,1,1,1,1,cylinder_piped,0,0,0.9,1,11,2,5,0,1,1,1,1,0,0,not_applicable,2024,9,52,neonatal_respiratory,35,17,1,8,0,691.0,17.0,1,grid_reliable,0
8002,referral_hospital,O2_0133,peri_urban,320,1,1,1,1,PSA_plant_onsite,0,0,0.2,1,11,3,1,0,1,1,0,1,1,0,not_applicable,2024,8,50,neonatal_respiratory,48,2,1,0,0,956.0,17.0,1,grid_reliable,3
8003,referral_hospital,O2_0170,urban,229,1,1,1,1,cylinder_piped,12,10,1.9,1,13,5,2,0,1,1,1,0,0,4,PSA_plant_breakdown,2024,9,41,neonatal_respiratory,0,41,0,16,2,816.0,19.0,1,grid_reliable,1
8004,referral_hospital,O2_0111,urban,213,1,1,1,1,cylinder_piped,0,0,14.0,1,9,3,9,0,1,0,0,0,0,1,power_outage,2022,1,39,asthma_severe,0,39,0,16,13,801.0,38.0,1,grid_reliable,3
8005,referral_hospital,O2_0077,urban,273,1,1,1,1,oxygen_concentrator,8,5,2.0,1,19,8,0,0,1,1,0,1,1,0,not_applicable,2023,8,40,surgical_anaesthesia,27,13,1,2,0,921.0,19.0,1,generator_only,15
8006,referral_hospital,O2_0052,urban,305,1,1,1,1,LOX_bulk_tank,0,0,3.8,1,11,9,7,0,1,1,1,1,1,0,not_applicable,2022,12,45,surgical_anaesthesia,45,0,0,0,0,611.0,8.0,0,grid_reliable,1
8007,referral_hospital,O2_0103,urban,301,1,1,1,1,oxygen_concentrator,8,3,2.1,1,9,7,8,0,1,1,1,1,1,0,not_applicable,2023,3,32,pneumonia_child,31,1,1,1,0,614.0,7.0,1,none,13
8008,referral_hospital,O2_0090,rural,214,1,1,1,1,cylinder_piped,0,0,1.9,1,9,6,2,0,1,1,0,1,1,0,not_applicable,2024,12,45,pneumonia_adult,36,9,1,5,0,1009.0,12.0,1,grid_reliable,4
8009,referral_hospital,O2_0141,peri_urban,196,1,1,1,1,cylinder_piped,0,0,7.8,1,13,5,5,0,1,1,1,1,0,0,not_applicable,2022,2,38,other_hypoxemia,37,1,0,0,0,869.0,4.0,1,grid_reliable,0
8010,referral_hospital,O2_0180,urban,225,1,1,1,1,cylinder_piped,0,0,0.7,1,9,2,5,0,1,1,1,1,1,0,not_applicable,2024,4,48,neonatal_respiratory,31,17,1,6,0,754.0,0.0,1,grid_unreliable,11
8011,referral_hospital,O2_0121,urban,208,1,1,1,1,LOX_bulk_tank,0,0,4.2,1,12,3,2,0,1,1,0,1,1,0,not_applicable,2023,12,27,pneumonia_child,23,4,0,2,0,786.0,17.0,1,grid_unreliable,1
8012,referral_hospital,O2_0113,rural,242,1,1,1,1,cylinder_piped,3,2,4.1,1,10,6,5,0,1,1,1,0,0,18,power_outage,2023,11,41,neonatal_respiratory,0,41,0,19,9,739.0,9.0,1,grid_reliable,0
8013,referral_hospital,O2_0108,rural,226,1,1,1,1,cylinder_piped,0,0,1.2,1,15,3,1,0,1,1,1,1,1,1,PSA_plant_breakdown,2023,10,44,pneumonia_child,39,5,0,1,0,833.0,12.0,1,solar,0
8014,referral_hospital,O2_0125,urban,221,1,1,1,1,oxygen_concentrator,4,2,3.0,1,6,3,4,0,1,1,1,1,1,0,not_applicable,2023,6,45,neonatal_respiratory,26,19,1,7,0,836.0,0.0,1,grid_reliable,5
8015,referral_hospital,O2_0133,urban,196,1,1,1,1,PSA_plant_onsite,0,0,1.1,1,12,6,13,1,1,1,0,1,1,0,not_applicable,2024,11,38,trauma,37,1,1,1,0,727.0,15.0,0,grid_unreliable,9
8016,referral_hospital,O2_0132,rural,250,1,1,1,1,PSA_plant_onsite,0,0,3.2,1,7,3,0,0,1,1,0,0,0,7,power_outage,2022,5,40,pneumonia_child,0,40,0,12,17,842.0,1.0,1,none,5
8017,referral_hospital,O2_0145,peri_urban,246,1,1,1,1,PSA_plant_onsite,0,0,4.2,1,14,4,25,1,1,0,0,1,1,0,not_applicable,2024,11,35,COVID19_severe,28,7,0,3,0,809.0,12.0,1,generator_only,0
8018,referral_hospital,O2_0051,rural,236,1,1,1,1,LOX_bulk_tank,0,0,7.6,1,8,6,0,0,1,1,1,1,1,0,not_applicable,2022,10,41,neonatal_respiratory,37,4,1,1,0,758.0,10.0,1,grid_reliable,5
8019,referral_hospital,O2_0020,urban,203,1,1,1,1,LOX_bulk_tank,0,0,5.5,1,11,4,4,0,1,1,0,1,1,0,not_applicable,2023,7,44,asthma_severe,41,3,1,1,0,590.0,59.0,1,grid_reliable,8
8020,referral_hospital,O2_0174,rural,211,1,1,1,1,cylinder_portable,0,0,2.6,1,12,4,4,0,1,1,1,0,0,5,empty_cylinders_not_collected,2022,3,37,COVID19_severe,0,37,0,12,11,721.0,3.0,1,grid_reliable,0
8021,referral_hospital,O2_0127,urban,314,1,1,1,1,PSA_plant_onsite,0,0,0.3,1,9,5,2,1,1,1,1,1,0,0,not_applicable,2022,12,39,COVID19_severe,26,13,1,8,0,576.0,29.0,1,grid_unreliable,2
8022,referral_hospital,O2_0053,urban,194,1,1,1,1,oxygen_concentrator,2,1,4.2,1,11,5,0,0,1,1,0,0,0,1,demand_surge,2022,12,44,COPD_exacerbation,0,44,0,17,12,608.0,23.0,1,grid_reliable,1
8023,referral_hospital,O2_0051,urban,233,1,1,1,1,PSA_plant_onsite,0,0,0.1,1,9,2,0,0,1,1,1,1,1,0,not_applicable,2022,9,41,pneumonia_child,27,14,1,5,0,1042.0,6.0,1,grid_unreliable,1
8024,referral_hospital,O2_0090,peri_urban,269,1,1,1,1,oxygen_concentrator,8,5,4.4,1,8,8,9,0,1,1,0,1,0,3,PSA_plant_breakdown,2024,11,52,COVID19_severe,39,13,1,6,0,638.0,1.0,1,generator_only,2
8025,referral_hospital,O2_0124,urban,263,1,1,1,1,cylinder_piped,0,0,0.8,1,4,2,10,0,1,1,1,0,0,6,demand_surge,2023,3,49,pneumonia_child,0,49,0,20,15,750.0,35.0,0,grid_unreliable,0
8026,referral_hospital,O2_0061,urban,252,1,1,1,1,LOX_bulk_tank,0,0,3.4,1,8,8,9,0,1,0,0,1,1,0,not_applicable,2023,3,40,asthma_severe,30,10,1,4,0,685.0,3.0,1,generator_only,8
8027,referral_hospital,O2_0075,peri_urban,313,1,1,1,1,LOX_bulk_tank,0,0,7.2,1,16,4,5,0,1,1,0,1,1,0,not_applicable,2023,8,43,severe_malaria,43,0,1,0,0,846.0,5.0,1,grid_reliable,0
8028,referral_hospital,O2_0009,urban,262,1,1,1,1,PSA_plant_onsite,0,0,3.5,1,11,5,2,1,1,1,1,1,1,3,supplier_stockout,2021,2,42,neonatal_respiratory,39,3,1,1,0,832.0,4.0,1,grid_unreliable,16
8029,referral_hospital,O2_0112,rural,228,1,1,1,1,oxygen_concentrator,1,0,0.8,1,6,3,0,0,1,1,1,1,1,0,not_applicable,2023,2,50,pneumonia_child,50,0,1,0,0,915.0,5.0,0,generator_only,4
8030,referral_hospital,O2_0178,peri_urban,210,1,1,1,1,oxygen_concentrator,2,1,0.1,1,8,6,5,0,1,1,1,1,1,0,not_applicable,2024,2,43,pneumonia_adult,27,16,1,5,0,705.0,31.0,1,grid_unreliable,4
8031,referral_hospital,O2_0191,peri_urban,271,1,1,1,1,PSA_plant_onsite,0,0,1.7,1,10,5,1,1,1,1,1,1,1,0,not_applicable,2022,9,38,other_hypoxemia,30,8,1,5,0,642.0,6.0,1,grid_reliable,10
8032,referral_hospital,O2_0184,peri_urban,148,1,1,1,1,LOX_bulk_tank,0,0,0.4,1,8,6,11,0,1,1,1,0,0,6,power_outage,2024,5,33,sepsis,0,33,0,5,13,860.0,51.0,1,generator_only,10
8033,referral_hospital,O2_0044,urban,197,1,1,1,1,cylinder_portable,0,0,2.3,1,12,10,2,0,1,1,0,0,0,4,concentrator_malfunction,2021,5,38,COVID19_severe,0,38,0,17,7,629.0,0.0,0,solar,0
8034,referral_hospital,O2_0147,urban,284,1,1,1,1,cylinder_portable,6,3,3.7,1,9,5,6,0,1,1,1,1,1,0,not_applicable,2022,2,32,COPD_exacerbation,22,10,0,4,0,921.0,3.0,1,generator_only,4
8035,referral_hospital,O2_0168,urban,268,1,1,1,1,oxygen_concentrator,2,1,1.7,1,12,7,8,0,1,1,1,0,0,10,demand_surge,2023,3,30,pneumonia_child,0,30,0,8,17,957.0,1.0,1,grid_unreliable,0
8036,referral_hospital,O2_0133,rural,201,1,1,1,1,cylinder_piped,0,0,1.4,1,9,4,7,0,1,1,1,1,1,0,not_applicable,2024,1,43,COPD_exacerbation,27,16,1,4,0,745.0,17.0,1,grid_reliable,0
8037,referral_hospital,O2_0025,urban,210,1,1,1,1,LOX_bulk_tank,0,0,4.0,1,6,7,2,0,1,1,0,0,0,18,empty_cylinders_not_collected,2022,6,39,pneumonia_child,0,39,0,18,19,854.0,53.0,1,grid_reliable,6
8038,referral_hospital,O2_0019,urban,283,1,1,1,1,PSA_plant_onsite,0,0,1.5,1,9,9,11,0,1,1,0,1,0,0,not_applicable,2023,10,44,COPD_exacerbation,44,0,1,0,0,1056.0,35.0,1,grid_reliable,6
8039,referral_hospital,O2_0148,urban,280,1,1,1,1,PSA_plant_onsite,0,0,0.4,1,7,5,9,1,1,1,1,1,1,5,PSA_plant_breakdown,2023,7,44,sepsis,25,19,1,8,0,783.0,7.0,1,grid_unreliable,5
8040,referral_hospital,O2_0081,peri_urban,279,1,1,1,1,LOX_bulk_tank,0,0,8.9,1,9,4,1,0,1,1,0,1,1,0,not_applicable,2024,6,44,pneumonia_child,42,2,1,0,0,779.0,16.0,1,grid_reliable,0
8041,referral_hospital,O2_0173,peri_urban,249,1,1,1,1,oxygen_concentrator,9,4,0.9,1,8,1,1,0,1,0,0,1,1,0,not_applicable,2023,5,45,COVID19_severe,32,13,1,4,0,901.0,9.0,0,grid_reliable,3
8042,referral_hospital,O2_0175,peri_urban,214,1,1,1,1,PSA_plant_onsite,0,0,1.0,1,16,6,8,1,1,1,1,0,0,5,supplier_stockout,2023,9,38,pneumonia_adult,0,38,0,9,6,626.0,2.0,1,solar,2
8043,referral_hospital,O2_0136,urban,276,1,1,1,1,oxygen_concentrator,5,2,3.1,1,7,5,5,0,1,0,0,1,0,0,not_applicable,2021,10,29,COVID19_severe,21,8,1,2,0,942.0,10.0,1,grid_unreliable,7
8044,referral_hospital,O2_0058,urban,222,1,1,1,1,LOX_bulk_tank,0,0,17.2,1,10,7,5,0,1,1,0,0,0,9,demand_surge,2023,12,54,neonatal_respiratory,0,54,0,15,13,679.0,4.0,1,generator_only,1
8045,referral_hospital,O2_0172,urban,295,1,1,1,1,PSA_plant_onsite,7,2,7.1,1,12,4,8,0,1,1,0,1,1,0,not_applicable,2024,10,34,heart_failure,28,6,1,0,0,713.0,5.0,1,grid_reliable,6
8046,referral_hospital,O2_0099,urban,208,1,1,1,1,oxygen_concentrator,9,8,2.3,1,12,5,3,0,1,1,1,1,0,0,not_applicable,2022,9,43,neonatal_respiratory,30,13,1,5,0,838.0,21.0,1,grid_unreliable,5
8047,referral_hospital,O2_0159,rural,195,1,1,1,1,LOX_bulk_tank,8,3,4.7,1,12,10,0,0,1,0,0,1,0,5,cylinder_delivery_delay,2023,8,40,severe_malaria,32,8,1,1,0,935.0,43.0,1,grid_reliable,2
8048,referral_hospital,O2_0040,rural,239,1,1,1,1,oxygen_concentrator,5,3,2.7,1,7,2,6,0,1,1,0,1,0,0,not_applicable,2024,9,49,pneumonia_child,43,6,1,1,0,829.0,10.0,1,grid_reliable,3
8049,referral_hospital,O2_0049,peri_urban,260,1,1,1,1,LOX_bulk_tank,0,0,1.1,1,10,3,2,0,1,1,0,1,1,0,not_applicable,2024,4,51,sepsis,40,11,1,4,0,884.0,50.0,1,solar,1
8050,referral_hospital,O2_0160,urban,213,1,1,1,1,LOX_bulk_tank,0,0,0.5,1,7,5,2,0,1,1,1,1,1,6,regulator_valve_failure,2024,3,38,COVID19_severe,25,13,1,4,0,750.0,13.0,1,grid_reliable,1
8051,referral_hospital,O2_0197,urban,183,1,1,1,1,cylinder_piped,9,7,3.2,1,6,3,2,0,1,1,1,1,1,0,not_applicable,2023,11,40,pneumonia_child,34,6,1,2,0,820.0,77.0,1,grid_reliable,1
8052,referral_hospital,O2_0039,urban,247,1,1,1,1,oxygen_concentrator,9,6,1.2,1,5,6,15,0,1,1,1,1,1,0,not_applicable,2022,8,37,pneumonia_adult,31,6,1,2,0,699.0,51.0,1,solar,6
8053,referral_hospital,O2_0175,peri_urban,233,1,1,1,1,oxygen_concentrator,4,3,0.0,1,13,9,2,0,1,0,0,0,0,17,concentrator_malfunction,2021,2,44,neonatal_respiratory,0,44,0,18,24,627.0,31.0,1,grid_reliable,1
8054,referral_hospital,O2_0050,rural,273,1,1,1,1,PSA_plant_onsite,10,10,11.5,1,6,7,0,0,1,1,1,0,0,10,PSA_plant_breakdown,2023,1,55,neonatal_respiratory,0,55,0,22,16,920.0,15.0,1,none,24
8055,referral_hospital,O2_0011,urban,237,1,1,1,1,PSA_plant_onsite,0,0,10.5,1,15,6,4,1,1,1,0,1,1,0,not_applicable,2024,6,40,pneumonia_adult,33,7,1,4,0,711.0,5.0,1,grid_reliable,2
8056,referral_hospital,O2_0112,urban,304,1,1,1,1,PSA_plant_onsite,0,0,11.0,1,10,7,1,1,1,1,1,1,1,0,not_applicable,2022,4,36,severe_malaria,21,15,1,2,0,1025.0,18.0,1,grid_unreliable,8
8057,referral_hospital,O2_0118,rural,260,1,1,1,1,LOX_bulk_tank,0,0,0.4,1,6,6,1,0,1,1,1,1,1,0,not_applicable,2023,6,44,pneumonia_child,34,10,1,2,0,886.0,30.0,1,grid_reliable,0
8058,referral_hospital,O2_0015,peri_urban,175,1,1,1,1,LOX_bulk_tank,0,0,2.6,1,11,6,3,0,1,1,0,1,1,0,not_applicable,2021,3,54,sepsis,41,13,0,3,0,996.0,6.0,1,grid_reliable,3
8059,referral_hospital,O2_0011,urban,293,1,1,1,1,cylinder_piped,0,0,1.0,1,8,1,4,0,1,1,1,0,0,2,supplier_stockout,2023,12,46,pneumonia_adult,0,46,0,15,17,1023.0,1.0,0,grid_reliable,24
8060,referral_hospital,O2_0155,rural,234,1,1,1,1,LOX_bulk_tank,0,0,3.6,1,16,3,2,0,1,1,1,1,1,0,not_applicable,2024,2,39,severe_malaria,25,14,1,7,0,626.0,11.0,1,grid_reliable,9
8061,referral_hospital,O2_0131,urban,246,1,1,1,1,oxygen_concentrator,2,1,8.5,1,10,5,0,0,1,1,1,1,1,0,not_applicable,2024,11,33,pneumonia_child,22,11,1,2,0,969.0,12.0,1,grid_reliable,0
8062,referral_hospital,O2_0035,urban,289,1,1,1,1,LOX_bulk_tank,0,0,2.1,1,12,2,1,0,1,1,1,1,1,0,not_applicable,2022,7,37,pneumonia_adult,37,0,1,0,0,837.0,8.0,1,solar,0
8063,referral_hospital,O2_0145,rural,216,1,1,1,1,cylinder_piped,0,0,1.9,1,14,3,17,0,1,0,0,1,1,0,not_applicable,2022,1,39,neonatal_respiratory,39,0,1,0,0,737.0,5.0,1,solar,8
8064,referral_hospital,O2_0146,rural,339,1,1,1,1,cylinder_piped,0,0,1.1,1,12,10,0,0,1,0,0,1,1,0,not_applicable,2021,10,37,asthma_severe,31,6,1,2,0,509.0,2.0,1,grid_unreliable,2
8065,referral_hospital,O2_0138,urban,220,1,1,1,1,PSA_plant_onsite,0,0,3.0,1,9,9,6,0,1,1,1,1,1,0,not_applicable,2022,6,37,pneumonia_adult,24,13,1,3,0,789.0,6.0,1,none,4
8066,referral_hospital,O2_0037,rural,187,1,1,1,1,cylinder_piped,6,4,1.4,1,6,7,2,0,1,0,0,1,1,0,not_applicable,2023,10,48,other_hypoxemia,41,7,1,1,0,940.0,4.0,0,solar,9
8067,referral_hospital,O2_0055,urban,260,1,1,1,1,LOX_bulk_tank,0,0,1.1,1,13,5,1,0,1,0,0,1,1,0,not_applicable,2024,12,49,trauma,47,2,0,1,0,983.0,6.0,0,grid_unreliable,0
8068,referral_hospital,O2_0076,urban,244,1,1,1,1,cylinder_piped,0,0,0.8,1,10,2,2,0,1,1,1,1,1,0,not_applicable,2024,3,41,trauma,37,4,1,1,0,678.0,11.0,1,grid_reliable,2
8069,referral_hospital,O2_0016,rural,216,1,1,1,1,PSA_plant_onsite,0,0,0.6,1,8,6,4,1,1,1,0,1,1,0,not_applicable,2022,12,46,sepsis,46,0,1,0,0,569.0,4.0,1,generator_only,4
8070,referral_hospital,O2_0007,urban,282,1,1,1,1,PSA_plant_onsite,0,0,4.4,1,7,4,13,1,1,1,0,1,1,0,not_applicable,2024,4,30,neonatal_respiratory,23,7,1,1,0,746.0,11.0,0,grid_reliable,4
8071,referral_hospital,O2_0017,rural,280,1,1,1,1,cylinder_piped,0,0,1.7,1,7,5,0,0,1,1,1,1,1,0,not_applicable,2024,4,34,COVID19_severe,27,7,1,2,0,733.0,13.0,0,grid_reliable,1
8072,referral_hospital,O2_0118,urban,311,1,1,1,1,oxygen_concentrator,8,6,1.1,1,9,0,9,0,1,1,0,1,0,4,concentrator_malfunction,2024,5,34,heart_failure,18,16,0,3,0,532.0,2.0,1,grid_reliable,4
8073,referral_hospital,O2_0087,peri_urban,218,1,1,1,1,PSA_plant_onsite,0,0,0.8,1,8,5,1,0,1,0,0,1,1,0,not_applicable,2022,8,38,asthma_severe,37,1,1,0,0,693.0,6.0,0,generator_only,2
8074,referral_hospital,O2_0176,peri_urban,254,1,1,1,1,cylinder_piped,0,0,1.6,1,8,6,4,0,1,1,1,1,1,0,not_applicable,2023,11,37,pneumonia_child,37,0,1,0,0,773.0,36.0,1,grid_unreliable,6
8075,referral_hospital,O2_0159,urban,285,1,1,1,1,oxygen_concentrator,6,3,4.6,1,10,2,0,0,1,1,1,1,1,0,not_applicable,2023,10,45,neonatal_respiratory,33,12,1,5,0,779.0,25.0,1,grid_reliable,1
8076,referral_hospital,O2_0106,peri_urban,204,1,1,1,1,oxygen_concentrator,4,2,3.6,1,9,2,2,0,1,1,0,1,1,4,supplier_stockout,2023,3,46,heart_failure,37,9,0,2,0,940.0,4.0,1,grid_unreliable,3
8077,referral_hospital,O2_0152,rural,237,1,1,1,1,PSA_plant_onsite,0,0,6.6,1,7,8,19,1,1,0,0,1,1,5,concentrator_malfunction,2021,7,42,pneumonia_adult,26,16,1,3,0,866.0,3.0,1,generator_only,5
8078,referral_hospital,O2_0067,rural,195,1,1,1,1,LOX_bulk_tank,0,0,3.3,1,13,2,16,0,1,1,1,0,0,18,concentrator_malfunction,2023,12,43,asthma_severe,0,43,0,16,13,500.0,10.0,1,grid_reliable,0
8079,referral_hospital,O2_0083,urban,235,1,1,1,1,LOX_bulk_tank,0,0,0.0,1,14,4,28,0,1,1,0,1,1,5,supplier_stockout,2023,2,46,asthma_severe,37,9,0,2,0,849.0,24.0,1,solar,0
8080,referral_hospital,O2_0008,urban,228,1,1,1,1,LOX_bulk_tank,0,0,2.2,1,10,3,0,0,1,0,0,0,0,14,power_outage,2024,12,45,neonatal_respiratory,0,45,0,18,9,620.0,20.0,1,solar,3
8081,referral_hospital,O2_0163,urban,233,1,1,1,1,PSA_plant_onsite,0,0,0.2,1,9,4,6,0,1,1,1,1,1,2,empty_cylinders_not_collected,2022,9,23,severe_malaria,16,7,1,4,0,554.0,15.0,1,grid_unreliable,0
8082,referral_hospital,O2_0196,rural,240,1,1,1,1,LOX_bulk_tank,2,0,1.7,1,9,7,1,0,1,1,0,1,1,0,not_applicable,2024,1,36,neonatal_respiratory,26,10,1,5,0,795.0,4.0,1,solar,0
8083,referral_hospital,O2_0193,urban,201,1,1,1,1,cylinder_portable,5,3,4.3,1,5,6,0,0,1,1,0,1,1,0,not_applicable,2023,11,41,surgical_anaesthesia,31,10,1,2,0,787.0,58.0,1,grid_reliable,3
8084,referral_hospital,O2_0109,peri_urban,216,1,1,1,1,PSA_plant_onsite,0,0,0.3,1,12,2,1,0,1,1,0,1,1,0,not_applicable,2022,1,30,pneumonia_adult,26,4,1,1,0,884.0,3.0,1,grid_unreliable,2
8085,referral_hospital,O2_0069,urban,275,1,1,1,1,oxygen_concentrator,9,5,7.7,1,16,6,1,0,1,1,1,0,0,13,concentrator_malfunction,2021,4,42,neonatal_respiratory,0,42,0,17,16,637.0,20.0,1,grid_reliable,4
8086,referral_hospital,O2_0050,peri_urban,233,1,1,1,1,cylinder_piped,0,0,0.4,1,10,4,1,0,1,1,0,1,1,0,not_applicable,2022,6,51,COVID19_severe,44,7,1,1,0,1073.0,26.0,1,solar,4
8087,referral_hospital,O2_0172,peri_urban,272,1,1,1,1,oxygen_concentrator,7,6,0.0,1,8,4,8,0,1,1,1,1,0,1,demand_surge,2022,5,43,severe_malaria,40,3,0,1,0,627.0,7.0,1,generator_only,8
8088,referral_hospital,O2_0195,urban,306,1,1,1,1,oxygen_concentrator,9,6,0.5,1,12,6,5,0,1,1,1,1,0,12,power_outage,2024,1,45,heart_failure,30,15,1,5,0,664.0,19.0,1,grid_unreliable,12
8089,referral_hospital,O2_0005,peri_urban,241,1,1,1,1,PSA_plant_onsite,6,5,2.0,1,14,9,7,0,1,1,0,1,1,0,not_applicable,2022,5,54,severe_malaria,51,3,0,2,0,690.0,2.0,1,solar,3
8090,referral_hospital,O2_0120,peri_urban,291,1,1,1,1,oxygen_concentrator,2,0,0.7,1,6,9,20,0,1,1,1,1,1,0,not_applicable,2023,1,47,COPD_exacerbation,29,18,1,7,0,755.0,14.0,1,grid_reliable,0
8091,referral_hospital,O2_0076,urban,293,1,1,1,1,PSA_plant_onsite,4,1,0.0,1,17,4,1,1,1,1,1,1,1,0,not_applicable,2024,1,40,heart_failure,36,4,0,4,0,993.0,4.0,1,generator_only,0
8092,referral_hospital,O2_0135,urban,268,1,1,1,1,LOX_bulk_tank,0,0,11.3,1,5,8,0,0,1,1,1,0,0,1,piping_system_leak,2023,5,28,neonatal_respiratory,0,28,0,10,13,750.0,21.0,1,grid_reliable,3
8093,referral_hospital,O2_0045,urban,260,1,1,1,1,oxygen_concentrator,3,1,0.4,1,8,7,3,0,1,0,0,1,1,0,not_applicable,2023,11,32,trauma,26,6,1,5,0,737.0,4.0,1,grid_reliable,0
8094,referral_hospital,O2_0145,urban,231,1,1,1,1,cylinder_portable,0,0,1.4,1,5,4,12,0,1,1,1,1,0,0,not_applicable,2024,11,34,COVID19_severe,32,2,1,1,0,747.0,26.0,1,grid_unreliable,13
8095,referral_hospital,O2_0123,urban,197,1,1,1,1,PSA_plant_onsite,0,0,11.5,1,8,3,16,0,1,1,1,1,1,0,not_applicable,2024,8,33,trauma,31,2,1,1,0,614.0,22.0,0,grid_unreliable,3
8096,referral_hospital,O2_0049,urban,301,1,1,1,1,PSA_plant_onsite,6,4,2.6,1,8,4,0,1,1,1,0,0,0,3,PSA_plant_breakdown,2022,6,45,surgical_anaesthesia,0,45,0,14,3,1140.0,1.0,1,grid_unreliable,19
8097,referral_hospital,O2_0110,urban,260,1,1,1,1,LOX_bulk_tank,3,1,0.5,1,7,4,5,0,1,1,1,0,0,2,demand_surge,2023,12,47,COVID19_severe,0,47,0,21,0,699.0,5.0,1,grid_unreliable,4
8098,referral_hospital,O2_0094,peri_urban,292,1,1,1,1,oxygen_concentrator,4,3,6.0,1,6,6,15,0,1,1,1,1,0,0,not_applicable,2024,2,45,pneumonia_child,44,1,1,0,0,728.0,0.0,1,generator_only,2
8099,referral_hospital,O2_0089,peri_urban,256,1,1,1,1,PSA_plant_onsite,0,0,1.4,1,17,11,2,0,1,1,1,1,1,0,not_applicable,2023,3,41,neonatal_respiratory,36,5,0,1,0,853.0,11.0,1,grid_unreliable,0
8100,referral_hospital,O2_0085,peri_urban,279,1,1,1,1,LOX_bulk_tank,0,0,3.8,1,12,4,0,0,1,1,1,1,1,0,not_applicable,2024,7,42,heart_failure,26,16,1,7,0,775.0,1.0,1,grid_reliable,16
8101,referral_hospital,O2_0186,urban,247,1,1,1,1,PSA_plant_onsite,0,0,2.1,1,6,6,4,0,1,1,1,1,0,0,not_applicable,2021,10,43,asthma_severe,27,16,1,4,0,821.0,1.0,1,grid_unreliable,2
8102,referral_hospital,O2_0171,rural,228,1,1,1,1,PSA_plant_onsite,0,0,8.3,1,10,2,6,0,1,1,0,1,1,0,not_applicable,2023,5,30,COPD_exacerbation,30,0,1,0,0,490.0,9.0,1,generator_only,1
8103,referral_hospital,O2_0141,rural,264,1,1,1,1,PSA_plant_onsite,0,0,5.2,1,16,6,2,1,1,1,0,1,1,0,not_applicable,2023,4,42,COPD_exacerbation,42,0,0,0,0,918.0,4.0,1,grid_unreliable,2
8104,referral_hospital,O2_0168,urban,304,1,1,1,1,oxygen_concentrator,5,2,3.2,1,12,5,0,0,1,1,1,1,1,0,not_applicable,2021,3,33,pneumonia_child,25,8,0,5,0,1099.0,32.0,1,grid_unreliable,0
8105,referral_hospital,O2_0194,peri_urban,242,1,1,1,1,oxygen_concentrator,7,5,0.9,1,6,5,2,0,1,1,1,1,1,0,not_applicable,2023,12,41,pneumonia_adult,26,15,0,10,0,927.0,1.0,0,grid_reliable,5
8106,referral_hospital,O2_0027,rural,237,1,1,1,1,LOX_bulk_tank,0,0,1.1,1,10,5,2,0,1,1,1,1,1,0,not_applicable,2024,4,40,surgical_anaesthesia,40,0,0,0,0,752.0,8.0,1,grid_reliable,5
8107,referral_hospital,O2_0013,peri_urban,240,1,1,1,1,cylinder_piped,5,2,0.3,1,10,2,1,0,1,1,1,1,1,0,not_applicable,2024,6,37,trauma,35,2,0,1,0,970.0,41.0,0,solar,2
8108,referral_hospital,O2_0130,urban,283,1,1,1,1,PSA_plant_onsite,5,2,5.8,1,11,4,2,1,1,1,1,1,1,0,not_applicable,2021,5,36,pneumonia_child,26,10,1,1,0,861.0,18.0,1,grid_reliable,0
8109,referral_hospital,O2_0038,urban,280,1,1,1,1,cylinder_piped,0,0,1.4,1,6,3,0,0,1,1,0,0,0,3,PSA_plant_breakdown,2022,12,37,pneumonia_adult,0,37,0,9,8,570.0,15.0,0,generator_only,5
8110,referral_hospital,O2_0001,urban,300,1,1,1,1,oxygen_concentrator,6,4,0.3,1,13,3,1,0,1,1,1,1,1,0,not_applicable,2021,10,38,pneumonia_child,26,12,1,1,0,681.0,6.0,1,solar,9
8111,referral_hospital,O2_0042,urban,220,1,1,1,1,oxygen_concentrator,4,3,2.4,1,7,7,2,0,1,1,1,1,1,0,not_applicable,2021,7,54,neonatal_respiratory,52,2,0,2,0,986.0,5.0,1,grid_reliable,6
8112,referral_hospital,O2_0052,urban,291,1,1,1,1,cylinder_piped,0,0,1.0,1,9,4,1,0,1,1,1,0,0,11,piping_system_leak,2023,6,54,pneumonia_child,0,54,0,15,19,681.0,64.0,1,grid_reliable,3
8113,referral_hospital,O2_0035,peri_urban,280,1,1,1,1,PSA_plant_onsite,0,0,0.4,1,13,5,2,1,1,1,1,1,1,0,not_applicable,2024,6,38,neonatal_respiratory,26,12,1,5,0,688.0,4.0,1,generator_only,10
8114,referral_hospital,O2_0033,rural,230,1,1,1,1,PSA_plant_onsite,5,4,0.7,1,17,4,9,0,1,1,0,1,1,0,not_applicable,2024,6,50,asthma_severe,39,11,1,4,0,1119.0,5.0,0,grid_reliable,6
8115,referral_hospital,O2_0192,urban,284,1,1,1,1,oxygen_concentrator,6,4,4.3,1,11,5,6,0,1,1,1,1,1,0,not_applicable,2023,7,37,pneumonia_adult,29,8,1,4,0,728.0,5.0,1,grid_reliable,5
8116,referral_hospital,O2_0001,urban,217,1,1,1,1,oxygen_concentrator,5,5,4.1,1,7,8,1,0,1,1,0,1,1,0,not_applicable,2023,2,34,pneumonia_child,24,10,1,5,0,687.0,17.0,1,generator_only,16
8117,referral_hospital,O2_0033,urban,331,1,1,1,1,oxygen_concentrator,5,4,1.0,1,10,7,0,0,1,1,1,0,0,18,concentrator_malfunction,2024,1,35,other_hypoxemia,0,35,0,10,12,890.0,0.0,1,grid_unreliable,0
8118,referral_hospital,O2_0041,urban,248,1,1,1,1,LOX_bulk_tank,0,0,0.0,1,10,13,14,0,1,1,1,1,1,0,not_applicable,2024,5,44,heart_failure,40,4,1,3,0,958.0,6.0,1,grid_reliable,0
8119,referral_hospital,O2_0133,rural,334,1,1,1,1,cylinder_piped,0,0,11.7,1,6,7,2,0,1,1,0,0,0,1,PSA_plant_breakdown,2024,10,38,severe_malaria,0,38,0,19,4,813.0,7.0,1,generator_only,14
8120,referral_hospital,O2_0085,urban,242,1,1,1,1,oxygen_concentrator,4,1,0.4,1,15,8,0,0,1,1,1,1,1,0,not_applicable,2021,1,50,surgical_anaesthesia,46,4,1,0,0,677.0,17.0,1,grid_unreliable,10
8121,referral_hospital,O2_0178,urban,255,1,1,1,1,LOX_bulk_tank,0,0,0.6,1,10,7,13,0,1,1,1,1,1,4,empty_cylinders_not_collected,2023,9,43,neonatal_respiratory,34,9,1,4,0,712.0,4.0,1,generator_only,0
8122,referral_hospital,O2_0058,rural,301,1,1,1,1,cylinder_piped,0,0,2.7,1,19,7,0,0,1,1,1,1,1,0,not_applicable,2023,12,38,surgical_anaesthesia,35,3,1,1,0,692.0,8.0,1,generator_only,3
8123,referral_hospital,O2_0115,rural,260,1,1,1,1,LOX_bulk_tank,0,0,0.3,1,7,5,5,0,1,1,0,1,1,0,not_applicable,2024,1,35,surgical_anaesthesia,30,5,1,0,0,611.0,15.0,1,grid_unreliable,1
8124,referral_hospital,O2_0091,urban,206,1,1,1,1,PSA_plant_onsite,0,0,0.7,1,10,9,5,1,1,1,0,1,0,1,empty_cylinders_not_collected,2022,3,33,severe_malaria,26,7,1,3,0,883.0,10.0,0,solar,13
8125,referral_hospital,O2_0071,urban,278,1,1,1,1,LOX_bulk_tank,0,0,0.1,1,12,2,16,0,1,1,1,0,0,2,piping_system_leak,2021,3,49,severe_malaria,0,49,0,15,4,1104.0,12.0,1,generator_only,8
8126,referral_hospital,O2_0186,urban,245,1,1,1,1,oxygen_concentrator,7,5,4.6,1,6,2,6,0,1,1,1,1,1,4,demand_surge,2024,3,36,sepsis,21,15,1,5,0,809.0,0.0,0,grid_reliable,8
8127,referral_hospital,O2_0086,urban,255,1,1,1,1,LOX_bulk_tank,2,1,6.7,1,13,7,10,0,1,1,1,1,1,0,not_applicable,2021,3,44,pneumonia_adult,26,18,1,6,0,787.0,3.0,0,solar,3
8128,referral_hospital,O2_0145,urban,269,1,1,1,1,cylinder_piped,0,0,4.4,1,9,5,0,0,1,1,1,0,0,5,piping_system_leak,2021,7,36,neonatal_respiratory,0,36,0,10,9,703.0,1.0,1,grid_reliable,6
8129,referral_hospital,O2_0024,urban,198,1,1,1,1,LOX_bulk_tank,0,0,1.7,1,9,6,2,0,1,1,0,1,1,0,not_applicable,2023,12,43,asthma_severe,41,2,0,0,0,734.0,8.0,1,grid_reliable,1
8130,referral_hospital,O2_0059,urban,237,1,1,1,1,PSA_plant_onsite,0,0,13.0,1,11,10,0,0,1,1,0,1,0,2,PSA_plant_breakdown,2023,12,45,trauma,31,14,1,4,0,845.0,23.0,1,grid_unreliable,1
8131,referral_hospital,O2_0064,urban,231,1,1,1,1,cylinder_piped,0,0,0.1,1,14,7,0,0,1,1,1,0,0,1,no_oxygen_source,2023,10,42,severe_malaria,0,42,0,15,16,731.0,1.0,1,grid_reliable,0
8132,referral_hospital,O2_0145,peri_urban,309,1,1,1,1,oxygen_concentrator,9,7,0.5,1,11,2,5,0,1,1,0,1,1,0,not_applicable,2024,8,38,sepsis,36,2,1,0,0,819.0,7.0,0,grid_unreliable,1
8133,referral_hospital,O2_0035,urban,220,1,1,1,1,PSA_plant_onsite,0,0,8.1,1,9,6,7,1,1,1,0,1,1,0,not_applicable,2024,2,39,other_hypoxemia,32,7,1,3,0,836.0,15.0,1,grid_unreliable,2
8134,referral_hospital,O2_0002,rural,223,1,1,1,1,cylinder_piped,8,5,2.6,1,8,8,1,0,1,1,1,0,0,3,concentrator_malfunction,2023,12,39,other_hypoxemia,0,39,0,15,6,745.0,16.0,1,none,2
8135,referral_hospital,O2_0127,urban,266,1,1,1,1,LOX_bulk_tank,0,0,2.2,1,8,2,2,0,1,1,1,1,1,0,not_applicable,2023,10,38,surgical_anaesthesia,31,7,0,2,0,848.0,6.0,1,grid_reliable,0
8136,referral_hospital,O2_0197,peri_urban,295,1,1,1,1,PSA_plant_onsite,6,4,0.0,1,10,4,2,1,1,0,0,1,1,0,not_applicable,2024,9,40,COPD_exacerbation,40,0,0,0,0,728.0,6.0,1,generator_only,0
8137,referral_hospital,O2_0156,peri_urban,188,1,1,1,1,LOX_bulk_tank,8,5,0.3,1,7,6,4,0,1,1,1,1,1,0,not_applicable,2024,5,45,pneumonia_child,45,0,0,0,0,807.0,10.0,1,grid_unreliable,8
8138,referral_hospital,O2_0036,peri_urban,334,1,1,1,1,LOX_bulk_tank,0,0,4.4,1,13,3,7,0,1,1,1,1,1,0,not_applicable,2022,8,36,heart_failure,30,6,1,0,0,779.0,5.0,1,grid_unreliable,5
8139,referral_hospital,O2_0049,rural,219,1,1,1,1,cylinder_piped,3,0,6.5,1,14,4,1,0,1,1,1,1,1,0,not_applicable,2024,5,34,COPD_exacerbation,34,0,0,0,0,730.0,63.0,1,grid_reliable,20
8140,referral_hospital,O2_0022,peri_urban,248,1,1,1,1,PSA_plant_onsite,0,0,4.0,1,16,5,3,0,1,1,1,1,1,0,not_applicable,2023,1,36,heart_failure,26,10,1,5,0,760.0,2.0,1,grid_reliable,3
8141,referral_hospital,O2_0195,urban,233,1,1,1,1,cylinder_piped,0,0,0.3,1,9,10,7,0,1,1,1,1,1,5,empty_cylinders_not_collected,2022,10,38,neonatal_respiratory,34,4,1,1,0,473.0,5.0,1,solar,1
8142,referral_hospital,O2_0046,rural,323,1,1,1,1,LOX_bulk_tank,0,0,3.3,1,2,3,4,0,1,1,1,1,1,0,not_applicable,2024,7,37,trauma,30,7,1,0,0,720.0,32.0,1,grid_unreliable,1
8143,referral_hospital,O2_0071,urban,215,1,1,1,1,cylinder_piped,0,0,0.1,1,13,7,0,0,1,0,0,1,1,0,not_applicable,2024,11,39,COPD_exacerbation,32,7,1,4,0,784.0,11.0,1,grid_unreliable,2
8144,referral_hospital,O2_0146,urban,227,1,1,1,1,PSA_plant_onsite,0,0,11.7,1,11,4,16,1,1,1,1,1,1,0,not_applicable,2023,5,42,heart_failure,33,9,1,2,0,617.0,5.0,1,generator_only,1
8145,referral_hospital,O2_0116,peri_urban,243,1,1,1,1,cylinder_piped,0,0,3.7,1,16,5,2,0,1,1,1,1,1,0,not_applicable,2023,4,44,surgical_anaesthesia,42,2,1,1,0,883.0,4.0,1,grid_reliable,8
8146,referral_hospital,O2_0028,urban,249,1,1,1,1,PSA_plant_onsite,0,0,4.5,1,15,4,1,0,1,1,0,1,1,0,not_applicable,2023,1,38,surgical_anaesthesia,27,11,0,1,0,592.0,5.0,1,solar,1
8147,referral_hospital,O2_0056,peri_urban,226,1,1,1,1,LOX_bulk_tank,0,0,3.0,1,3,4,3,0,1,1,0,0,0,5,demand_surge,2024,10,37,neonatal_respiratory,0,37,0,12,11,689.0,14.0,1,grid_reliable,8
8148,referral_hospital,O2_0157,rural,245,1,1,1,1,PSA_plant_onsite,0,0,4.7,1,13,6,0,1,1,1,1,1,1,0,not_applicable,2023,10,41,trauma,36,5,1,2,0,722.0,4.0,1,solar,5
8149,referral_hospital,O2_0015,urban,277,1,1,1,1,LOX_bulk_tank,0,0,7.8,1,14,8,7,0,1,1,0,1,1,0,not_applicable,2024,9,38,asthma_severe,23,15,1,2,0,1013.0,4.0,1,grid_reliable,2
8150,referral_hospital,O2_0126,rural,198,1,1,1,1,oxygen_concentrator,5,2,15.2,1,15,8,5,0,1,1,1,1,0,0,not_applicable,2024,3,41,pneumonia_child,40,1,1,1,0,799.0,31.0,1,grid_reliable,7
8151,referral_hospital,O2_0166,urban,272,1,1,1,1,cylinder_portable,0,0,0.0,1,13,4,12,0,1,1,1,1,1,0,not_applicable,2024,5,38,COVID19_severe,31,7,0,3,0,1137.0,6.0,1,grid_reliable,1
8152,referral_hospital,O2_0019,urban,187,1,1,1,1,LOX_bulk_tank,0,0,3.6,1,13,6,4,0,1,1,1,1,0,7,cylinder_delivery_delay,2022,4,40,asthma_severe,24,16,1,6,0,980.0,23.0,0,grid_unreliable,10
8153,referral_hospital,O2_0178,rural,241,1,1,1,1,PSA_plant_onsite,0,0,1.7,1,8,7,5,0,1,1,0,0,0,3,cylinder_delivery_delay,2023,3,37,pneumonia_child,0,37,0,17,6,592.0,3.0,1,solar,2
8154,referral_hospital,O2_0149,urban,220,1,1,1,1,LOX_bulk_tank,0,0,4.0,1,6,5,10,0,1,1,1,1,1,6,demand_surge,2022,10,43,pneumonia_child,27,16,1,9,0,980.0,6.0,1,grid_reliable,0
8155,referral_hospital,O2_0078,urban,229,1,1,1,1,LOX_bulk_tank,0,0,7.5,1,13,2,0,0,1,0,0,1,0,0,not_applicable,2022,10,44,trauma,28,16,1,9,0,459.0,35.0,1,grid_reliable,5
8156,referral_hospital,O2_0016,rural,175,1,1,1,1,LOX_bulk_tank,0,0,0.4,1,10,3,7,0,1,1,1,1,1,0,not_applicable,2022,8,43,pneumonia_adult,30,13,0,3,0,709.0,11.0,1,grid_reliable,1
8157,referral_hospital,O2_0049,urban,252,1,1,1,1,PSA_plant_onsite,0,0,10.4,1,16,3,2,0,1,1,1,1,1,0,not_applicable,2022,2,33,pneumonia_child,31,2,1,0,0,902.0,35.0,1,grid_unreliable,0
8158,referral_hospital,O2_0116,urban,190,1,1,1,1,cylinder_piped,0,0,2.7,1,9,3,1,0,1,1,1,1,1,0,not_applicable,2022,8,42,surgical_anaesthesia,31,11,1,4,0,933.0,1.0,1,grid_unreliable,0
8159,referral_hospital,O2_0056,urban,243,1,1,1,1,PSA_plant_onsite,0,0,1.5,1,11,5,1,0,1,1,1,0,0,4,power_outage,2024,12,51,pneumonia_adult,0,51,0,20,9,719.0,9.0,1,grid_reliable,0
8160,referral_hospital,O2_0014,rural,255,1,1,1,1,LOX_bulk_tank,0,0,2.4,1,10,6,4,0,1,1,1,0,0,10,demand_surge,2023,11,36,severe_malaria,0,36,0,13,23,675.0,5.0,1,grid_unreliable,0
8161,referral_hospital,O2_0068,rural,243,1,1,1,1,LOX_bulk_tank,0,0,4.5,1,11,6,1,0,1,1,1,1,1,0,not_applicable,2023,5,43,asthma_severe,32,11,1,1,0,629.0,13.0,1,none,5
8162,referral_hospital,O2_0164,urban,234,1,1,1,1,LOX_bulk_tank,0,0,0.8,1,12,7,7,0,1,1,1,1,1,0,not_applicable,2022,5,48,COVID19_severe,30,18,1,5,0,604.0,3.0,1,grid_unreliable,20
8163,referral_hospital,O2_0110,urban,221,1,1,1,1,PSA_plant_onsite,0,0,0.2,1,9,3,12,0,1,1,1,1,1,0,not_applicable,2023,4,43,pneumonia_adult,39,4,1,2,0,1230.0,16.0,1,solar,2
8164,referral_hospital,O2_0138,urban,257,1,1,1,1,LOX_bulk_tank,0,0,4.4,1,16,6,2,0,1,1,1,1,1,0,not_applicable,2023,5,32,COVID19_severe,27,5,0,0,0,749.0,3.0,0,generator_only,1
8165,referral_hospital,O2_0114,rural,276,1,1,1,1,LOX_bulk_tank,4,4,4.3,1,12,8,2,0,1,1,1,1,1,0,not_applicable,2022,1,48,pneumonia_adult,31,17,1,8,0,1065.0,16.0,0,none,4
8166,referral_hospital,O2_0179,rural,166,1,1,1,1,LOX_bulk_tank,0,0,0.3,1,8,5,6,0,1,1,1,1,1,15,PSA_plant_breakdown,2021,4,49,pneumonia_child,30,19,1,7,0,891.0,3.0,1,generator_only,5
8167,referral_hospital,O2_0028,urban,207,1,1,1,1,PSA_plant_onsite,0,0,4.0,1,12,6,1,1,1,1,0,1,1,0,not_applicable,2023,9,37,COVID19_severe,32,5,1,1,0,928.0,19.0,1,grid_unreliable,1
8168,referral_hospital,O2_0194,urban,240,1,1,1,1,PSA_plant_onsite,0,0,0.8,1,5,5,3,0,1,1,1,1,1,0,not_applicable,2024,5,48,asthma_severe,44,4,1,2,0,642.0,5.0,1,grid_unreliable,1
8169,referral_hospital,O2_0014,urban,235,1,1,1,1,cylinder_piped,0,0,0.3,1,10,2,4,0,1,1,1,1,1,0,not_applicable,2023,7,44,trauma,32,12,0,4,0,843.0,3.0,1,grid_unreliable,1
8170,referral_hospital,O2_0037,urban,221,1,1,1,1,LOX_bulk_tank,0,0,7.7,1,7,10,13,0,1,1,1,1,1,0,not_applicable,2023,6,42,COVID19_severe,19,23,0,7,0,740.0,9.0,1,grid_reliable,1
8171,referral_hospital,O2_0101,rural,257,1,1,1,1,PSA_plant_onsite,0,0,0.2,1,7,6,2,1,1,1,0,0,0,6,supplier_stockout,2023,9,48,trauma,0,48,0,15,12,860.0,6.0,1,grid_unreliable,1
8172,referral_hospital,O2_0097,urban,225,1,1,1,1,PSA_plant_onsite,7,3,4.2,1,13,8,2,0,1,1,0,0,0,12,PSA_plant_breakdown,2022,5,27,COPD_exacerbation,0,27,0,11,1,792.0,27.0,0,grid_unreliable,4
8173,referral_hospital,O2_0008,rural,252,1,1,1,1,oxygen_concentrator,4,3,8.0,1,9,5,3,0,1,1,1,1,1,0,not_applicable,2022,1,47,pneumonia_child,29,18,1,7,0,863.0,25.0,1,none,1
8174,referral_hospital,O2_0040,peri_urban,180,1,1,1,1,LOX_bulk_tank,0,0,2.9,1,5,9,6,0,1,1,0,1,1,0,not_applicable,2024,3,41,other_hypoxemia,28,13,0,5,0,760.0,20.0,1,none,5
8175,referral_hospital,O2_0081,urban,243,1,1,1,1,LOX_bulk_tank,0,0,2.9,1,4,1,1,0,1,1,0,1,1,2,cylinder_delivery_delay,2024,10,35,asthma_severe,35,0,1,0,0,994.0,2.0,1,grid_reliable,0
8176,referral_hospital,O2_0135,peri_urban,275,1,1,1,1,PSA_plant_onsite,0,0,2.8,1,9,3,0,1,1,0,0,1,1,0,not_applicable,2023,12,46,severe_malaria,38,8,1,1,0,690.0,5.0,1,grid_reliable,0
8177,referral_hospital,O2_0064,urban,211,1,1,1,1,PSA_plant_onsite,0,0,0.4,1,8,4,5,1,1,1,1,0,0,5,power_outage,2023,11,28,severe_malaria,0,28,0,10,12,776.0,20.0,1,grid_reliable,5
8178,referral_hospital,O2_0082,urban,267,1,1,1,1,LOX_bulk_tank,0,0,2.2,1,16,4,0,0,1,1,0,1,0,0,not_applicable,2024,8,41,sepsis,32,9,0,6,0,940.0,9.0,1,solar,1
8179,referral_hospital,O2_0104,peri_urban,236,1,1,1,1,LOX_bulk_tank,0,0,2.0,1,9,5,6,0,1,1,0,0,0,30,no_oxygen_source,2023,10,39,neonatal_respiratory,0,39,0,15,14,894.0,10.0,1,grid_unreliable,8
8180,referral_hospital,O2_0008,peri_urban,246,1,1,1,1,LOX_bulk_tank,0,0,6.3,1,9,7,10,0,1,0,0,1,1,0,not_applicable,2024,7,40,COVID19_severe,33,7,1,1,0,888.0,18.0,0,generator_only,2
8181,referral_hospital,O2_0081,urban,289,1,1,1,1,PSA_plant_onsite,7,3,1.5,1,10,4,1,0,1,1,1,0,0,12,empty_cylinders_not_collected,2024,3,49,heart_failure,0,49,0,20,7,617.0,12.0,1,generator_only,2
8182,referral_hospital,O2_0140,urban,275,1,1,1,1,cylinder_piped,0,0,4.1,1,12,5,2,0,1,0,0,1,1,0,not_applicable,2023,9,50,asthma_severe,29,21,0,9,0,928.0,3.0,1,grid_reliable,3
8183,referral_hospital,O2_0011,urban,253,1,1,1,1,LOX_bulk_tank,0,0,3.7,1,7,1,2,0,1,1,1,1,1,0,not_applicable,2024,6,41,pneumonia_adult,32,9,1,2,0,735.0,8.0,1,grid_reliable,0
8184,referral_hospital,O2_0180,peri_urban,228,1,1,1,1,LOX_bulk_tank,0,0,0.2,1,7,6,16,0,1,1,1,0,0,6,concentrator_malfunction,2022,2,40,pneumonia_child,0,40,0,21,17,824.0,12.0,1,grid_reliable,3
8185,referral_hospital,O2_0142,peri_urban,265,1,1,1,1,LOX_bulk_tank,3,2,2.3,1,7,7,2,0,1,0,0,1,1,0,not_applicable,2023,5,39,COVID19_severe,39,0,1,0,0,633.0,43.0,1,grid_unreliable,5
8186,referral_hospital,O2_0195,rural,254,1,1,1,1,oxygen_concentrator,12,7,0.1,1,5,2,1,0,1,1,0,1,1,0,not_applicable,2021,1,43,neonatal_respiratory,24,19,1,8,0,624.0,11.0,1,grid_reliable,0
8187,referral_hospital,O2_0007,peri_urban,211,1,1,1,1,PSA_plant_onsite,0,0,0.5,1,14,1,18,0,1,1,1,1,0,0,not_applicable,2021,4,51,asthma_severe,51,0,1,0,0,817.0,13.0,1,grid_reliable,0
8188,referral_hospital,O2_0105,urban,237,1,1,1,1,cylinder_piped,0,0,5.5,1,5,8,0,0,1,1,1,1,1,0,not_applicable,2024,10,46,severe_malaria,29,17,0,8,0,830.0,20.0,1,grid_reliable,5
8189,referral_hospital,O2_0107,rural,316,1,1,1,1,PSA_plant_onsite,0,0,1.0,1,7,4,22,0,1,1,1,1,1,0,not_applicable,2022,7,33,pneumonia_adult,23,10,0,5,0,829.0,5.0,1,generator_only,4
8190,referral_hospital,O2_0194,urban,266,1,1,1,1,cylinder_piped,6,3,4.7,1,12,7,1,0,1,0,0,0,0,30,cylinder_delivery_delay,2024,3,50,severe_malaria,0,50,0,23,21,848.0,25.0,1,grid_unreliable,5
8191,referral_hospital,O2_0131,urban,233,1,1,1,1,PSA_plant_onsite,0,0,9.0,1,9,6,4,1,1,1,1,1,1,0,not_applicable,2024,3,32,COVID19_severe,32,0,1,0,0,725.0,70.0,1,grid_reliable,3
8192,referral_hospital,O2_0157,urban,288,1,1,1,1,LOX_bulk_tank,0,0,1.1,1,11,8,2,0,1,1,0,1,1,0,not_applicable,2022,4,42,COPD_exacerbation,32,10,1,4,0,724.0,23.0,1,none,2
8193,referral_hospital,O2_0054,urban,238,1,1,1,1,oxygen_concentrator,5,3,9.9,1,11,7,6,0,1,0,0,1,1,1,demand_surge,2024,11,38,surgical_anaesthesia,31,7,1,4,0,657.0,3.0,1,grid_unreliable,0
8194,referral_hospital,O2_0197,urban,159,1,1,1,1,cylinder_portable,0,0,2.6,1,7,4,4,0,1,1,1,1,1,7,PSA_plant_breakdown,2023,5,32,pneumonia_adult,20,12,1,2,0,600.0,3.0,1,solar,0
8195,referral_hospital,O2_0031,urban,333,1,1,1,1,LOX_bulk_tank,0,0,5.5,1,6,5,2,0,1,1,1,1,1,0,not_applicable,2021,5,37,pneumonia_adult,26,11,0,6,0,940.0,1.0,1,generator_only,7
8196,referral_hospital,O2_0055,urban,280,1,1,1,1,LOX_bulk_tank,0,0,1.5,1,12,9,7,0,1,1,0,1,1,1,PSA_plant_breakdown,2021,10,44,trauma,25,19,1,5,0,791.0,7.0,1,solar,5
8197,referral_hospital,O2_0063,rural,264,1,1,1,1,cylinder_piped,0,0,0.5,1,11,5,2,0,1,1,1,1,1,0,not_applicable,2024,7,50,surgical_anaesthesia,50,0,1,0,0,752.0,4.0,0,grid_unreliable,1
8198,referral_hospital,O2_0167,urban,276,1,1,1,1,PSA_plant_onsite,0,0,5.6,1,4,4,2,1,1,0,0,1,1,3,demand_surge,2023,10,36,COPD_exacerbation,23,13,1,6,0,775.0,25.0,1,grid_reliable,2
8199,referral_hospital,O2_0142,urban,209,1,1,1,1,oxygen_concentrator,6,4,1.7,1,11,4,2,0,1,1,1,1,0,0,not_applicable,2022,6,39,asthma_severe,39,0,0,0,0,526.0,9.0,0,grid_reliable,2
8200,referral_hospital,O2_0135,rural,197,1,1,1,1,LOX_bulk_tank,0,0,3.5,1,9,6,1,0,1,1,1,1,1,2,PSA_plant_breakdown,2022,11,38,pneumonia_adult,32,6,1,3,0,707.0,0.0,1,grid_unreliable,12
8201,referral_hospital,O2_0029,urban,287,1,1,1,1,LOX_bulk_tank,0,0,7.6,1,10,4,0,0,1,1,1,1,1,0,not_applicable,2023,12,46,asthma_severe,28,18,0,3,0,1181.0,9.0,1,grid_reliable,5
8202,referral_hospital,O2_0196,urban,196,1,1,1,1,PSA_plant_onsite,0,0,8.8,1,8,6,1,0,1,1,1,1,0,0,not_applicable,2022,3,56,neonatal_respiratory,40,16,1,5,0,977.0,7.0,1,grid_unreliable,5
8203,referral_hospital,O2_0020,peri_urban,280,1,1,1,1,PSA_plant_onsite,0,0,0.5,1,11,5,8,0,1,1,1,1,0,0,not_applicable,2021,8,46,COVID19_severe,32,14,0,0,0,763.0,32.0,1,grid_reliable,5
8204,referral_hospital,O2_0051,urban,301,1,1,1,1,oxygen_concentrator,6,3,2.1,1,5,8,9,0,1,1,0,1,0,0,not_applicable,2022,9,29,neonatal_respiratory,27,2,1,0,0,894.0,0.0,1,solar,7
8205,referral_hospital,O2_0034,rural,335,1,1,1,1,cylinder_piped,0,0,1.0,1,7,2,3,0,1,1,0,0,0,4,supplier_stockout,2021,5,29,severe_malaria,0,29,0,11,9,680.0,27.0,1,grid_unreliable,1
8206,referral_hospital,O2_0191,rural,262,1,1,1,1,LOX_bulk_tank,3,1,1.1,1,15,7,6,0,1,1,1,1,1,0,not_applicable,2024,2,46,severe_malaria,30,16,1,6,0,642.0,2.0,1,grid_reliable,1
8207,referral_hospital,O2_0152,peri_urban,235,1,1,1,1,LOX_bulk_tank,0,0,1.6,1,11,7,6,0,1,1,1,1,1,1,power_outage,2023,11,37,other_hypoxemia,29,8,1,3,0,816.0,20.0,1,grid_reliable,6
8208,referral_hospital,O2_0010,peri_urban,280,1,1,1,1,cylinder_portable,0,0,1.1,1,7,3,0,0,1,1,0,1,1,5,supplier_stockout,2024,7,48,pneumonia_child,36,12,1,7,0,955.0,5.0,1,grid_reliable,3
8209,referral_hospital,O2_0118,urban,238,1,1,1,1,cylinder_piped,0,0,1.2,1,8,5,1,0,1,1,1,1,0,8,demand_surge,2023,2,42,neonatal_respiratory,42,0,0,0,0,894.0,12.0,1,generator_only,0
8210,referral_hospital,O2_0016,rural,191,1,1,1,1,cylinder_piped,0,0,6.9,1,9,4,3,0,1,1,1,1,1,3,demand_surge,2023,7,44,heart_failure,37,7,1,3,0,511.0,48.0,1,solar,1
8211,referral_hospital,O2_0136,urban,245,1,1,1,1,LOX_bulk_tank,5,3,3.6,1,8,3,12,0,1,1,1,1,1,0,not_applicable,2024,1,42,heart_failure,24,18,1,8,0,889.0,17.0,1,grid_reliable,11
8212,referral_hospital,O2_0121,peri_urban,251,1,1,1,1,LOX_bulk_tank,0,0,0.7,1,11,4,10,0,1,1,0,1,1,0,not_applicable,2024,12,42,pneumonia_child,27,15,1,3,0,1003.0,6.0,1,generator_only,0
8213,referral_hospital,O2_0106,peri_urban,272,1,1,1,1,LOX_bulk_tank,0,0,0.5,1,3,7,3,0,1,1,1,1,1,2,piping_system_leak,2024,4,39,neonatal_respiratory,27,12,1,4,0,665.0,11.0,1,grid_reliable,0
8214,referral_hospital,O2_0173,peri_urban,181,1,1,1,1,LOX_bulk_tank,0,0,0.5,1,9,4,10,0,1,1,1,1,1,0,not_applicable,2021,5,43,pneumonia_child,26,17,1,5,0,913.0,17.0,0,grid_unreliable,4
8215,referral_hospital,O2_0168,urban,255,1,1,1,1,LOX_bulk_tank,0,0,2.8,1,14,2,7,0,1,1,0,1,1,0,not_applicable,2024,11,46,severe_malaria,33,13,1,4,0,957.0,7.0,0,grid_reliable,6
8216,referral_hospital,O2_0055,rural,264,1,1,1,1,PSA_plant_onsite,0,0,8.0,1,10,4,9,1,1,1,1,1,1,0,not_applicable,2021,2,33,severe_malaria,20,13,1,7,0,939.0,4.0,1,grid_reliable,1
8217,referral_hospital,O2_0173,urban,366,1,1,1,1,LOX_bulk_tank,0,0,5.0,1,10,4,5,0,1,1,1,1,1,0,not_applicable,2021,3,39,asthma_severe,39,0,1,0,0,826.0,8.0,1,grid_reliable,2
8218,referral_hospital,O2_0049,peri_urban,259,1,1,1,1,LOX_bulk_tank,0,0,5.0,1,11,3,2,0,1,1,1,1,1,0,not_applicable,2021,12,41,trauma,40,1,1,0,0,754.0,11.0,1,generator_only,1
8219,referral_hospital,O2_0169,urban,284,1,1,1,1,cylinder_portable,0,0,6.7,1,5,4,0,0,1,1,1,1,1,0,not_applicable,2022,6,39,surgical_anaesthesia,25,14,1,7,0,852.0,9.0,1,grid_unreliable,1
8220,referral_hospital,O2_0153,peri_urban,251,1,1,1,1,cylinder_piped,4,3,0.1,1,8,4,0,0,1,1,0,1,1,1,demand_surge,2022,1,36,COVID19_severe,27,9,1,0,0,597.0,16.0,1,grid_unreliable,0
8221,referral_hospital,O2_0092,urban,219,1,1,1,1,cylinder_portable,0,0,2.8,1,6,4,5,0,1,1,1,1,1,0,not_applicable,2024,1,43,COVID19_severe,43,0,0,0,0,761.0,2.0,1,grid_reliable,8
8222,referral_hospital,O2_0142,rural,220,1,1,1,1,PSA_plant_onsite,0,0,1.1,1,6,6,6,0,1,1,1,1,1,0,not_applicable,2022,5,53,trauma,39,14,1,4,0,680.0,19.0,1,generator_only,6
8223,referral_hospital,O2_0174,urban,248,1,1,1,1,LOX_bulk_tank,0,0,0.2,1,14,4,8,0,1,1,0,1,1,0,not_applicable,2023,7,40,heart_failure,28,12,0,5,0,823.0,7.0,1,grid_reliable,0
8224,referral_hospital,O2_0173,urban,206,1,1,1,1,cylinder_piped,7,6,2.1,1,7,5,4,0,1,0,0,1,1,0,not_applicable,2024,3,43,pneumonia_child,31,12,0,6,0,649.0,9.0,1,grid_reliable,0
8225,referral_hospital,O2_0109,rural,214,1,1,1,1,LOX_bulk_tank,4,1,3.2,1,9,4,2,0,1,1,1,1,1,0,not_applicable,2024,2,44,severe_malaria,29,15,1,5,0,827.0,14.0,1,solar,2
8226,referral_hospital,O2_0057,peri_urban,267,1,1,1,1,PSA_plant_onsite,4,2,4.1,1,10,9,17,1,1,1,1,1,1,0,not_applicable,2022,4,47,heart_failure,47,0,0,0,0,716.0,4.0,1,generator_only,4
8227,referral_hospital,O2_0093,peri_urban,273,1,1,1,1,LOX_bulk_tank,0,0,5.3,1,8,8,9,0,1,1,1,1,1,0,not_applicable,2022,8,32,heart_failure,28,4,1,1,0,931.0,5.0,1,grid_reliable,6
8228,referral_hospital,O2_0173,rural,173,1,1,1,1,PSA_plant_onsite,9,6,0.0,1,7,9,0,0,1,1,0,1,0,14,empty_cylinders_not_collected,2024,9,35,pneumonia_adult,28,7,1,5,0,780.0,7.0,0,grid_reliable,4
8229,referral_hospital,O2_0179,urban,247,1,1,1,1,LOX_bulk_tank,0,0,0.1,1,9,2,0,0,1,1,1,1,1,0,not_applicable,2022,5,31,pneumonia_child,19,12,1,6,0,729.0,13.0,1,generator_only,5
8230,referral_hospital,O2_0121,rural,201,1,1,1,1,oxygen_concentrator,7,5,1.8,1,12,6,1,0,1,1,0,1,1,0,not_applicable,2022,2,35,severe_malaria,35,0,1,0,0,805.0,43.0,1,generator_only,1
8231,referral_hospital,O2_0187,peri_urban,292,1,1,1,1,cylinder_piped,0,0,6.2,1,10,9,6,0,1,1,1,1,0,0,not_applicable,2022,10,40,pneumonia_child,30,10,0,4,0,1037.0,2.0,1,grid_unreliable,8
8232,referral_hospital,O2_0022,urban,228,1,1,1,1,PSA_plant_onsite,6,6,1.4,1,12,5,1,1,1,1,1,1,1,0,not_applicable,2022,11,49,asthma_severe,47,2,1,1,0,704.0,7.0,1,grid_reliable,6
8233,referral_hospital,O2_0151,urban,312,1,1,1,1,PSA_plant_onsite,5,4,1.5,1,5,2,4,1,1,1,1,1,1,0,not_applicable,2024,6,43,heart_failure,25,18,0,6,0,1127.0,23.0,1,grid_unreliable,0
8234,referral_hospital,O2_0021,rural,216,1,1,1,1,LOX_bulk_tank,0,0,0.9,1,11,7,1,0,1,0,0,1,1,0,not_applicable,2023,6,32,COVID19_severe,31,1,1,0,0,928.0,8.0,0,grid_unreliable,0
8235,referral_hospital,O2_0178,urban,208,1,1,1,1,oxygen_concentrator,6,5,0.4,1,4,8,16,0,1,1,0,0,0,24,PSA_plant_breakdown,2023,2,44,pneumonia_child,0,44,0,14,20,853.0,11.0,1,grid_unreliable,14
8236,referral_hospital,O2_0077,urban,247,1,1,1,1,cylinder_piped,0,0,0.6,1,9,6,19,0,1,1,0,1,1,0,not_applicable,2024,4,39,neonatal_respiratory,36,3,1,2,0,669.0,13.0,0,solar,1
8237,referral_hospital,O2_0018,urban,219,1,1,1,1,LOX_bulk_tank,5,4,3.3,1,15,7,0,0,1,1,0,1,0,0,not_applicable,2023,3,37,heart_failure,25,12,0,4,0,922.0,28.0,1,grid_unreliable,6
8238,referral_hospital,O2_0192,urban,333,1,1,1,1,PSA_plant_onsite,0,0,4.5,1,2,3,7,0,1,1,1,1,0,6,power_outage,2022,1,47,severe_malaria,35,12,0,5,0,954.0,11.0,1,generator_only,1
8239,referral_hospital,O2_0087,rural,230,1,1,1,1,LOX_bulk_tank,7,6,2.1,1,10,5,2,0,1,1,1,1,1,0,not_applicable,2022,8,47,pneumonia_child,36,11,1,6,0,905.0,38.0,1,grid_reliable,0
8240,referral_hospital,O2_0167,urban,198,1,1,1,1,cylinder_piped,5,3,0.7,1,10,7,2,0,1,1,1,1,1,0,not_applicable,2021,11,40,sepsis,37,3,0,2,0,1022.0,4.0,1,grid_unreliable,4
8241,referral_hospital,O2_0166,urban,269,1,1,1,1,PSA_plant_onsite,0,0,9.5,1,6,3,0,1,1,1,1,1,1,0,not_applicable,2023,5,39,asthma_severe,39,0,0,0,0,681.0,1.0,1,solar,0
8242,referral_hospital,O2_0045,urban,223,1,1,1,1,oxygen_concentrator,7,7,3.0,1,17,7,0,0,1,1,1,1,1,0,not_applicable,2023,5,43,pneumonia_adult,28,15,1,5,0,906.0,1.0,1,grid_unreliable,1
8243,referral_hospital,O2_0053,urban,283,1,1,1,1,PSA_plant_onsite,0,0,3.9,1,8,7,11,0,1,1,1,1,1,0,not_applicable,2021,9,27,COPD_exacerbation,9,18,0,7,0,896.0,15.0,1,grid_unreliable,0
8244,referral_hospital,O2_0022,rural,231,1,1,1,1,PSA_plant_onsite,0,0,6.6,1,16,6,1,0,1,0,0,1,1,1,concentrator_malfunction,2024,6,35,neonatal_respiratory,32,3,1,0,0,880.0,4.0,1,grid_unreliable,3
8245,referral_hospital,O2_0112,rural,286,1,1,1,1,oxygen_concentrator,1,0,9.3,1,11,6,31,0,1,1,1,1,1,0,not_applicable,2023,7,30,pneumonia_adult,19,11,1,1,0,575.0,6.0,1,grid_unreliable,0
8246,referral_hospital,O2_0161,urban,255,1,1,1,1,cylinder_portable,0,0,0.2,1,4,6,17,0,1,1,0,0,0,4,no_oxygen_source,2021,6,42,pneumonia_child,0,42,0,14,14,696.0,0.0,1,grid_reliable,7
8247,referral_hospital,O2_0033,peri_urban,269,1,1,1,1,cylinder_portable,0,0,1.9,1,15,6,2,0,1,1,1,1,1,4,demand_surge,2022,5,24,pneumonia_child,19,5,0,1,0,684.0,7.0,1,solar,10
8248,referral_hospital,O2_0061,urban,230,1,1,1,1,LOX_bulk_tank,0,0,1.8,1,10,5,6,0,1,0,0,0,0,5,power_outage,2024,6,39,pneumonia_child,0,39,0,15,9,668.0,3.0,1,generator_only,4
8249,referral_hospital,O2_0006,urban,308,1,1,1,1,oxygen_concentrator,2,0,1.2,1,11,3,3,0,1,1,1,1,1,0,not_applicable,2023,3,41,pneumonia_adult,33,8,1,5,0,866.0,23.0,1,grid_reliable,0
8250,referral_hospital,O2_0119,urban,234,1,1,1,1,oxygen_concentrator,8,6,5.7,1,9,9,2,0,1,1,0,1,1,0,not_applicable,2022,3,26,neonatal_respiratory,21,5,1,1,0,774.0,13.0,0,grid_unreliable,5
8251,referral_hospital,O2_0168,rural,226,1,1,1,1,cylinder_piped,0,0,1.2,1,9,6,3,0,1,1,0,1,1,0,not_applicable,2021,11,50,pneumonia_adult,45,5,1,2,0,725.0,9.0,1,generator_only,7
8252,referral_hospital,O2_0145,urban,254,1,1,1,1,PSA_plant_onsite,0,0,2.0,1,12,3,10,1,1,1,0,1,1,0,not_applicable,2023,2,24,sepsis,23,1,1,0,0,621.0,6.0,1,grid_reliable,2
8253,referral_hospital,O2_0058,urban,267,1,1,1,1,oxygen_concentrator,6,4,3.3,1,13,3,7,0,1,1,0,1,1,0,not_applicable,2024,11,44,other_hypoxemia,44,0,1,0,0,862.0,15.0,1,grid_reliable,6
8254,referral_hospital,O2_0093,urban,277,1,1,1,1,LOX_bulk_tank,0,0,0.7,1,9,5,1,0,1,1,1,0,0,12,PSA_plant_breakdown,2023,4,41,severe_malaria,0,41,0,14,9,771.0,6.0,1,grid_reliable,0
8255,referral_hospital,O2_0033,urban,281,1,1,1,1,PSA_plant_onsite,0,0,1.3,1,2,7,9,0,1,1,0,1,1,0,not_applicable,2023,3,51,heart_failure,34,17,0,6,0,787.0,8.0,1,grid_reliable,4
8256,referral_hospital,O2_0132,rural,304,1,1,1,1,LOX_bulk_tank,5,4,0.5,1,6,11,5,0,1,0,0,0,0,3,PSA_plant_breakdown,2023,12,25,COVID19_severe,0,25,0,5,3,991.0,8.0,1,grid_unreliable,4
8257,referral_hospital,O2_0111,urban,182,1,1,1,1,cylinder_piped,0,0,4.6,1,8,6,12,0,1,1,1,1,1,0,not_applicable,2023,10,38,other_hypoxemia,21,17,0,6,0,1131.0,46.0,1,grid_reliable,1
8258,referral_hospital,O2_0053,urban,246,1,1,1,1,LOX_bulk_tank,0,0,1.5,1,15,2,9,0,1,1,1,1,1,5,regulator_valve_failure,2021,4,40,neonatal_respiratory,36,4,1,2,0,985.0,3.0,1,grid_reliable,10
8259,referral_hospital,O2_0164,urban,278,1,1,1,1,LOX_bulk_tank,0,0,1.5,1,15,6,7,0,1,1,0,1,0,0,not_applicable,2023,8,47,COVID19_severe,45,2,1,0,0,1122.0,1.0,1,generator_only,3
8260,referral_hospital,O2_0150,urban,295,1,1,1,1,cylinder_piped,0,0,5.9,1,7,4,15,0,1,0,0,1,1,0,not_applicable,2021,7,32,COPD_exacerbation,22,10,0,1,0,576.0,2.0,1,grid_reliable,1
8261,referral_hospital,O2_0135,urban,287,1,1,1,1,oxygen_concentrator,8,6,1.5,1,9,8,12,0,1,1,1,0,0,8,concentrator_malfunction,2021,3,47,pneumonia_child,0,47,0,20,10,826.0,65.0,1,grid_unreliable,0
8262,referral_hospital,O2_0129,urban,338,1,1,1,1,PSA_plant_onsite,0,0,6.0,1,14,6,0,0,1,1,1,0,0,30,PSA_plant_breakdown,2022,9,36,asthma_severe,0,36,0,10,5,739.0,0.0,1,grid_reliable,0
8263,referral_hospital,O2_0169,peri_urban,233,1,1,1,1,oxygen_concentrator,5,1,8.1,1,9,5,2,0,1,1,1,1,1,0,not_applicable,2023,12,44,neonatal_respiratory,32,12,1,3,0,874.0,24.0,1,solar,0
8264,referral_hospital,O2_0020,urban,245,1,1,1,1,cylinder_piped,0,0,1.5,1,10,4,4,0,1,1,1,1,0,0,not_applicable,2021,3,32,COVID19_severe,24,8,0,3,0,1122.0,20.0,1,grid_reliable,4
8265,referral_hospital,O2_0063,rural,304,1,1,1,1,cylinder_piped,0,0,1.2,1,10,7,2,0,1,0,0,1,1,0,not_applicable,2021,6,36,other_hypoxemia,28,8,0,2,0,748.0,24.0,1,grid_reliable,5
8266,referral_hospital,O2_0147,urban,251,1,1,1,1,oxygen_concentrator,3,2,0.0,1,8,5,6,0,1,1,0,1,1,0,not_applicable,2024,12,34,surgical_anaesthesia,34,0,1,0,0,705.0,3.0,1,grid_reliable,1
8267,referral_hospital,O2_0025,urban,198,1,1,1,1,cylinder_piped,0,0,6.8,1,13,9,3,0,1,1,1,1,1,0,not_applicable,2021,9,51,pneumonia_child,51,0,1,0,0,937.0,11.0,1,grid_unreliable,1
8268,referral_hospital,O2_0115,peri_urban,187,1,1,1,1,LOX_bulk_tank,0,0,2.6,1,8,3,3,0,1,1,0,1,1,0,not_applicable,2021,1,32,neonatal_respiratory,26,6,1,1,0,826.0,7.0,1,grid_unreliable,3
8269,referral_hospital,O2_0198,urban,273,1,1,1,1,LOX_bulk_tank,0,0,0.5,1,7,2,6,0,1,1,0,1,1,0,not_applicable,2024,10,42,sepsis,32,10,1,2,0,808.0,3.0,1,generator_only,3
8270,referral_hospital,O2_0002,urban,309,1,1,1,1,LOX_bulk_tank,0,0,0.0,1,7,4,2,0,1,1,1,1,1,0,not_applicable,2021,2,43,pneumonia_adult,36,7,0,1,0,762.0,13.0,1,grid_unreliable,4
8271,referral_hospital,O2_0153,rural,265,1,1,1,1,LOX_bulk_tank,0,0,1.8,1,14,6,6,0,1,1,1,1,1,0,not_applicable,2021,1,35,heart_failure,34,1,1,1,0,932.0,16.0,1,grid_reliable,4
8272,referral_hospital,O2_0032,peri_urban,290,1,1,1,1,oxygen_concentrator,6,4,0.1,1,10,4,16,0,1,1,1,1,1,0,not_applicable,2023,5,37,heart_failure,37,0,1,0,0,543.0,3.0,1,generator_only,5
8273,referral_hospital,O2_0146,rural,247,1,1,1,1,LOX_bulk_tank,0,0,0.5,1,11,2,3,0,1,1,1,1,1,15,PSA_plant_breakdown,2021,5,30,neonatal_respiratory,23,7,0,4,0,711.0,14.0,1,generator_only,7
8274,referral_hospital,O2_0187,rural,293,1,1,1,1,PSA_plant_onsite,0,0,2.4,1,10,4,3,1,1,1,1,1,1,1,concentrator_malfunction,2022,7,51,COVID19_severe,50,1,1,1,0,984.0,16.0,1,grid_reliable,1
8275,referral_hospital,O2_0054,rural,239,1,1,1,1,oxygen_concentrator,4,3,0.1,1,12,2,1,0,1,1,1,1,1,0,not_applicable,2023,1,30,COPD_exacerbation,22,8,1,1,0,846.0,14.0,0,grid_unreliable,0
8276,referral_hospital,O2_0054,rural,224,1,1,1,1,LOX_bulk_tank,0,0,1.5,1,8,7,3,0,1,1,1,1,1,0,not_applicable,2022,5,40,neonatal_respiratory,33,7,1,2,0,775.0,3.0,1,grid_reliable,1
8277,referral_hospital,O2_0179,urban,243,1,1,1,1,PSA_plant_onsite,0,0,4.3,1,15,3,1,1,1,1,1,1,1,0,not_applicable,2022,2,51,pneumonia_adult,36,15,0,3,0,981.0,0.0,1,generator_only,2
8278,referral_hospital,O2_0044,rural,269,1,1,1,1,cylinder_piped,0,0,3.5,1,8,1,4,0,1,1,1,1,1,0,not_applicable,2021,7,35,neonatal_respiratory,27,8,1,1,0,983.0,15.0,0,grid_reliable,8
8279,referral_hospital,O2_0090,peri_urban,228,1,1,1,1,LOX_bulk_tank,7,1,2.2,1,9,6,6,0,1,1,1,1,0,0,not_applicable,2021,9,39,COVID19_severe,37,2,0,0,0,792.0,5.0,1,generator_only,2
8280,referral_hospital,O2_0072,urban,242,1,1,1,1,cylinder_portable,0,0,2.6,1,6,3,1,0,1,1,1,1,1,0,not_applicable,2024,12,40,neonatal_respiratory,40,0,1,0,0,883.0,20.0,1,generator_only,1
8281,referral_hospital,O2_0120,rural,239,1,1,1,1,PSA_plant_onsite,4,1,0.7,1,8,5,2,1,1,1,1,1,1,0,not_applicable,2021,6,44,trauma,23,21,0,6,0,810.0,14.0,0,grid_reliable,1
8282,referral_hospital,O2_0007,urban,223,1,1,1,1,cylinder_piped,0,0,1.1,1,10,6,0,0,1,1,0,1,0,0,not_applicable,2023,11,30,COVID19_severe,23,7,1,3,0,640.0,5.0,1,grid_reliable,5
8283,referral_hospital,O2_0020,urban,234,1,1,1,1,cylinder_piped,0,0,3.1,1,7,4,4,0,1,1,0,1,1,0,not_applicable,2024,2,35,pneumonia_child,17,18,1,5,0,1004.0,17.0,1,grid_reliable,1
8284,referral_hospital,O2_0053,peri_urban,329,1,1,1,1,PSA_plant_onsite,0,0,1.1,1,7,5,0,1,1,1,1,0,0,2,demand_surge,2022,7,29,COVID19_severe,0,29,0,14,8,982.0,16.0,1,grid_unreliable,3
8285,referral_hospital,O2_0073,urban,188,1,1,1,1,cylinder_piped,0,0,0.0,1,9,11,0,0,1,1,1,1,1,0,not_applicable,2023,7,40,COPD_exacerbation,37,3,1,2,0,869.0,11.0,1,grid_unreliable,11
8286,referral_hospital,O2_0005,rural,261,1,1,1,1,LOX_bulk_tank,0,0,3.0,1,14,9,0,0,1,1,0,1,1,0,not_applicable,2022,1,39,sepsis,33,6,1,2,0,727.0,4.0,1,generator_only,0
8287,referral_hospital,O2_0191,urban,215,1,1,1,1,PSA_plant_onsite,0,0,7.5,1,12,10,2,1,1,0,0,1,0,7,demand_surge,2023,6,43,heart_failure,32,11,1,2,0,1021.0,3.0,1,grid_unreliable,5
8288,referral_hospital,O2_0025,peri_urban,240,1,1,1,1,cylinder_piped,0,0,0.5,1,11,4,0,0,1,1,1,1,1,0,not_applicable,2024,12,38,COVID19_severe,26,12,1,4,0,872.0,9.0,1,generator_only,1
8289,referral_hospital,O2_0178,urban,161,1,1,1,1,PSA_plant_onsite,0,0,2.5,1,9,9,1,0,1,0,0,1,1,0,not_applicable,2024,4,45,heart_failure,32,13,1,1,0,936.0,39.0,1,grid_unreliable,0
8290,referral_hospital,O2_0049,urban,251,1,1,1,1,cylinder_piped,0,0,1.7,1,2,4,4,0,1,1,1,0,0,8,regulator_valve_failure,2022,2,47,asthma_severe,0,47,0,19,21,978.0,4.0,1,grid_unreliable,0
8291,referral_hospital,O2_0002,urban,180,1,1,1,1,oxygen_concentrator,6,3,0.5,1,9,5,5,0,1,1,1,1,1,0,not_applicable,2021,9,30,COPD_exacerbation,18,12,0,3,0,492.0,13.0,1,grid_reliable,1
8292,referral_hospital,O2_0147,peri_urban,262,1,1,1,1,LOX_bulk_tank,6,4,4.4,1,9,9,1,0,1,1,0,1,1,0,not_applicable,2024,5,34,neonatal_respiratory,21,13,1,5,0,863.0,6.0,0,grid_unreliable,1
8293,referral_hospital,O2_0140,rural,268,1,1,1,1,LOX_bulk_tank,0,0,0.6,1,5,4,6,0,1,1,0,1,0,0,not_applicable,2024,1,40,surgical_anaesthesia,29,11,0,5,0,691.0,46.0,1,grid_unreliable,4
8294,referral_hospital,O2_0063,urban,297,1,1,1,1,oxygen_concentrator,5,5,1.8,1,8,4,5,0,1,1,1,1,0,0,not_applicable,2022,4,40,heart_failure,33,7,1,5,0,688.0,14.0,1,generator_only,5
8295,referral_hospital,O2_0121,peri_urban,301,1,1,1,1,PSA_plant_onsite,0,0,0.2,1,15,4,8,1,1,1,1,1,1,1,empty_cylinders_not_collected,2024,5,38,surgical_anaesthesia,38,0,1,0,0,875.0,4.0,1,grid_unreliable,0
8296,referral_hospital,O2_0047,urban,250,1,1,1,1,oxygen_concentrator,7,5,3.2,1,13,3,3,0,1,1,1,1,1,0,not_applicable,2021,4,45,pneumonia_child,31,14,0,5,0,619.0,12.0,1,generator_only,0
8297,referral_hospital,O2_0169,urban,263,1,1,1,1,LOX_bulk_tank,0,0,4.3,1,8,6,3,0,1,1,1,1,0,0,not_applicable,2023,8,39,surgical_anaesthesia,33,6,1,1,0,734.0,7.0,1,grid_reliable,2
8298,referral_hospital,O2_0095,peri_urban,285,1,1,1,1,oxygen_concentrator,5,3,2.0,1,8,10,0,0,1,1,1,0,0,8,concentrator_malfunction,2023,11,42,neonatal_respiratory,0,42,0,14,17,451.0,1.0,1,grid_reliable,1
8299,referral_hospital,O2_0059,urban,236,1,1,1,1,cylinder_portable,0,0,2.4,1,10,10,4,0,1,1,1,1,0,4,supplier_stockout,2022,8,48,trauma,29,19,1,8,0,637.0,43.0,1,grid_reliable,3
8300,referral_hospital,O2_0165,rural,165,1,1,1,1,PSA_plant_onsite,0,0,0.8,1,6,6,0,0,1,1,1,1,1,0,not_applicable,2022,12,36,pneumonia_child,26,10,0,4,0,695.0,36.0,1,grid_reliable,15
8301,referral_hospital,O2_0127,urban,216,1,1,1,1,cylinder_piped,0,0,1.0,1,13,3,0,0,1,1,0,1,1,0,not_applicable,2022,10,41,heart_failure,25,16,1,4,0,732.0,15.0,1,grid_unreliable,6
8302,referral_hospital,O2_0084,urban,156,1,1,1,1,LOX_bulk_tank,0,0,0.7,1,10,5,0,0,1,0,0,0,0,1,funding_for_refill,2024,5,32,neonatal_respiratory,0,32,0,12,10,1005.0,5.0,1,grid_unreliable,3
8303,referral_hospital,O2_0040,urban,228,1,1,1,1,cylinder_piped,0,0,2.6,1,14,4,1,0,1,1,1,0,0,6,funding_for_refill,2023,5,38,pneumonia_child,0,38,0,16,13,920.0,8.0,1,grid_unreliable,3
8304,referral_hospital,O2_0163,urban,241,1,1,1,1,PSA_plant_onsite,0,0,6.5,1,15,4,8,0,1,1,1,1,1,0,not_applicable,2024,10,50,other_hypoxemia,48,2,1,0,0,580.0,12.0,1,grid_unreliable,1
8305,referral_hospital,O2_0171,urban,247,1,1,1,1,PSA_plant_onsite,0,0,0.6,1,9,2,12,0,1,1,0,1,1,0,not_applicable,2024,11,38,asthma_severe,19,19,0,6,0,669.0,0.0,1,grid_reliable,4
8306,referral_hospital,O2_0050,peri_urban,271,1,1,1,1,LOX_bulk_tank,4,1,1.2,1,13,4,6,0,1,0,0,1,1,0,not_applicable,2023,12,43,COPD_exacerbation,27,16,0,6,0,936.0,1.0,1,none,4
8307,referral_hospital,O2_0113,peri_urban,208,1,1,1,1,LOX_bulk_tank,0,0,3.8,1,16,3,2,0,1,1,1,0,0,1,PSA_plant_breakdown,2024,9,42,heart_failure,0,42,0,17,13,937.0,23.0,1,generator_only,0
8308,referral_hospital,O2_0024,urban,264,1,1,1,1,oxygen_concentrator,8,8,3.9,1,9,6,5,0,1,1,1,1,1,0,not_applicable,2024,9,39,other_hypoxemia,32,7,1,1,0,1223.0,4.0,0,grid_unreliable,0
8309,referral_hospital,O2_0112,urban,257,1,1,1,1,cylinder_piped,0,0,0.3,1,11,2,15,0,1,0,0,1,1,15,PSA_plant_breakdown,2023,7,42,asthma_severe,35,7,1,2,0,894.0,4.0,1,grid_reliable,3
8310,referral_hospital,O2_0174,peri_urban,295,1,1,1,1,cylinder_portable,0,0,3.0,1,11,6,1,0,1,1,1,1,1,0,not_applicable,2024,5,38,COVID19_severe,30,8,1,4,0,906.0,14.0,1,grid_unreliable,14
8311,referral_hospital,O2_0190,rural,155,1,1,1,1,LOX_bulk_tank,0,0,4.0,1,13,7,0,0,1,1,1,1,1,0,not_applicable,2021,11,39,other_hypoxemia,33,6,1,3,0,702.0,19.0,1,solar,9
8312,referral_hospital,O2_0198,peri_urban,166,1,1,1,1,PSA_plant_onsite,0,0,3.8,1,14,4,16,0,1,1,0,1,1,0,not_applicable,2023,1,34,COVID19_severe,30,4,0,1,0,758.0,6.0,0,grid_unreliable,4
8313,referral_hospital,O2_0063,urban,222,1,1,1,1,cylinder_piped,6,2,0.9,1,7,3,9,0,1,1,0,1,1,0,not_applicable,2023,9,36,pneumonia_child,34,2,0,1,0,593.0,13.0,1,solar,0
8314,referral_hospital,O2_0014,peri_urban,244,1,1,1,1,LOX_bulk_tank,0,0,2.9,1,11,2,0,0,1,0,0,1,1,3,demand_surge,2023,4,36,pneumonia_child,22,14,1,7,0,868.0,7.0,1,generator_only,8
8315,referral_hospital,O2_0159,urban,288,1,1,1,1,cylinder_piped,6,4,0.3,1,6,4,1,0,1,1,1,0,0,9,PSA_plant_breakdown,2022,12,41,surgical_anaesthesia,0,41,0,15,12,943.0,69.0,1,grid_reliable,7
8316,referral_hospital,O2_0151,urban,257,1,1,1,1,PSA_plant_onsite,0,0,11.7,1,11,8,7,1,1,0,0,0,0,18,empty_cylinders_not_collected,2021,4,43,neonatal_respiratory,0,43,0,13,14,646.0,18.0,1,grid_reliable,5
8317,referral_hospital,O2_0104,urban,243,1,1,1,1,LOX_bulk_tank,0,0,0.6,1,11,4,3,0,1,1,1,1,1,0,not_applicable,2022,1,54,pneumonia_child,51,3,1,1,0,960.0,17.0,1,grid_unreliable,0
8318,referral_hospital,O2_0074,urban,232,1,1,1,1,cylinder_piped,0,0,2.5,1,11,5,2,0,1,1,0,0,0,2,PSA_plant_breakdown,2023,7,41,COPD_exacerbation,0,41,0,12,7,814.0,0.0,1,grid_reliable,2
8319,referral_hospital,O2_0020,peri_urban,272,1,1,1,1,LOX_bulk_tank,0,0,0.5,1,5,3,8,0,1,1,1,1,0,0,not_applicable,2022,2,38,trauma,27,11,1,5,0,891.0,21.0,1,grid_reliable,2
8320,referral_hospital,O2_0005,peri_urban,258,1,1,1,1,LOX_bulk_tank,0,0,2.5,1,15,8,8,0,1,1,0,1,0,0,not_applicable,2022,7,42,pneumonia_child,38,4,0,2,0,723.0,24.0,1,grid_unreliable,0
8321,referral_hospital,O2_0121,rural,244,1,1,1,1,oxygen_concentrator,6,1,3.4,1,6,3,0,0,1,1,1,1,0,0,not_applicable,2023,2,37,pneumonia_adult,37,0,1,0,0,833.0,13.0,1,grid_reliable,0
8322,referral_hospital,O2_0039,peri_urban,237,1,1,1,1,LOX_bulk_tank,0,0,0.5,1,15,7,0,0,1,1,1,1,1,0,not_applicable,2022,9,28,neonatal_respiratory,26,2,1,0,0,971.0,5.0,1,grid_unreliable,8
8323,referral_hospital,O2_0092,rural,288,1,1,1,1,cylinder_portable,0,0,1.1,1,11,6,20,0,1,0,0,1,1,0,not_applicable,2022,5,43,pneumonia_child,35,8,0,3,0,803.0,11.0,1,grid_reliable,13
8324,referral_hospital,O2_0082,urban,243,1,1,1,1,LOX_bulk_tank,8,6,4.4,1,7,5,8,0,1,1,1,1,1,0,not_applicable,2023,4,46,pneumonia_child,33,13,1,7,0,834.0,4.0,1,generator_only,15
8325,referral_hospital,O2_0129,urban,319,1,1,1,1,PSA_plant_onsite,6,6,5.9,1,16,4,2,1,1,1,1,1,1,0,not_applicable,2024,6,37,COPD_exacerbation,33,4,1,2,0,665.0,26.0,0,grid_unreliable,12
8326,referral_hospital,O2_0022,urban,223,1,1,1,1,PSA_plant_onsite,0,0,0.2,1,10,4,0,0,1,1,1,1,1,0,not_applicable,2023,12,59,asthma_severe,53,6,1,2,0,949.0,43.0,1,none,1
8327,referral_hospital,O2_0128,rural,242,1,1,1,1,cylinder_portable,0,0,0.8,1,9,7,4,0,1,1,1,1,1,0,not_applicable,2022,8,36,asthma_severe,27,9,1,5,0,862.0,9.0,1,grid_reliable,12
8328,referral_hospital,O2_0002,urban,261,1,1,1,1,PSA_plant_onsite,0,0,0.1,1,9,4,10,1,1,0,0,1,1,0,not_applicable,2023,4,41,severe_malaria,41,0,1,0,0,588.0,0.0,1,grid_reliable,6
8329,referral_hospital,O2_0077,urban,282,1,1,1,1,LOX_bulk_tank,0,0,0.2,1,9,5,0,0,1,1,0,1,0,0,not_applicable,2024,6,42,pneumonia_child,24,18,1,3,0,863.0,11.0,1,grid_reliable,7
8330,referral_hospital,O2_0154,urban,211,1,1,1,1,LOX_bulk_tank,1,0,0.2,1,9,5,1,0,1,1,1,1,1,0,not_applicable,2023,5,45,other_hypoxemia,30,15,1,4,0,706.0,10.0,0,grid_unreliable,2
8331,referral_hospital,O2_0186,peri_urban,214,1,1,1,1,PSA_plant_onsite,4,3,1.9,1,12,5,4,0,1,1,1,1,1,0,not_applicable,2024,12,38,COPD_exacerbation,25,13,0,2,0,675.0,2.0,0,none,6
8332,referral_hospital,O2_0058,urban,296,1,1,1,1,oxygen_concentrator,4,2,7.1,1,23,6,0,0,1,1,0,1,1,0,not_applicable,2024,1,44,neonatal_respiratory,18,26,1,7,0,714.0,2.0,0,generator_only,1
8333,referral_hospital,O2_0118,urban,259,1,1,1,1,LOX_bulk_tank,0,0,2.3,1,12,6,2,0,1,0,0,1,1,0,not_applicable,2024,7,47,pneumonia_child,47,0,1,0,0,697.0,3.0,1,grid_unreliable,1
8334,referral_hospital,O2_0105,rural,240,1,1,1,1,LOX_bulk_tank,0,0,8.7,1,10,7,3,0,1,1,0,0,0,1,PSA_plant_breakdown,2023,1,38,surgical_anaesthesia,0,38,0,12,13,550.0,26.0,1,grid_reliable,8
8335,referral_hospital,O2_0162,urban,265,1,1,1,1,PSA_plant_onsite,0,0,0.1,1,7,6,3,1,1,1,1,1,1,0,not_applicable,2024,9,37,COVID19_severe,28,9,1,5,0,787.0,5.0,1,grid_unreliable,10
8336,referral_hospital,O2_0015,rural,218,1,1,1,1,LOX_bulk_tank,0,0,1.1,1,6,2,2,0,1,1,1,1,1,0,not_applicable,2022,8,41,surgical_anaesthesia,35,6,1,1,0,957.0,0.0,1,grid_unreliable,4
8337,referral_hospital,O2_0024,urban,221,1,1,1,1,LOX_bulk_tank,0,0,0.5,1,11,3,1,0,1,1,0,1,1,0,not_applicable,2024,8,39,trauma,31,8,1,2,0,684.0,30.0,1,generator_only,0
8338,referral_hospital,O2_0016,peri_urban,314,1,1,1,1,PSA_plant_onsite,0,0,0.2,1,11,6,6,0,1,1,1,1,1,15,power_outage,2021,3,38,neonatal_respiratory,38,0,1,0,0,849.0,28.0,1,grid_reliable,17
8339,referral_hospital,O2_0184,urban,279,1,1,1,1,oxygen_concentrator,2,1,2.7,1,10,5,4,0,1,1,1,1,1,0,not_applicable,2024,3,37,pneumonia_child,25,12,0,4,0,709.0,5.0,1,grid_unreliable,10
8340,referral_hospital,O2_0081,urban,220,1,1,1,1,oxygen_concentrator,10,4,1.0,1,10,4,3,0,1,1,0,1,0,0,not_applicable,2024,4,48,neonatal_respiratory,42,6,1,2,0,884.0,3.0,1,grid_reliable,4
8341,referral_hospital,O2_0173,urban,196,1,1,1,1,oxygen_concentrator,4,2,0.9,1,7,4,3,0,1,1,0,1,1,0,not_applicable,2022,2,32,neonatal_respiratory,18,14,1,6,0,934.0,7.0,1,grid_unreliable,6
8342,referral_hospital,O2_0072,urban,249,1,1,1,1,PSA_plant_onsite,0,0,2.0,1,11,7,5,1,1,1,1,1,1,0,not_applicable,2021,2,36,pneumonia_child,28,8,1,3,0,960.0,3.0,1,generator_only,3
8343,referral_hospital,O2_0088,urban,268,1,1,1,1,LOX_bulk_tank,0,0,11.8,1,8,6,2,0,1,1,1,1,0,0,not_applicable,2022,2,48,other_hypoxemia,48,0,1,0,0,692.0,16.0,1,grid_unreliable,2
8344,referral_hospital,O2_0100,rural,115,1,1,1,1,LOX_bulk_tank,0,0,0.8,1,4,8,1,0,1,1,1,1,0,0,not_applicable,2022,11,40,sepsis,33,7,1,4,0,730.0,27.0,1,grid_unreliable,21
8345,referral_hospital,O2_0117,rural,257,1,1,1,1,PSA_plant_onsite,0,0,1.2,1,11,3,15,0,1,1,1,1,1,15,concentrator_malfunction,2021,6,34,pneumonia_adult,24,10,1,3,0,789.0,4.0,1,solar,4
8346,referral_hospital,O2_0087,rural,265,1,1,1,1,PSA_plant_onsite,0,0,9.7,1,12,8,1,1,1,1,1,1,1,4,cylinder_delivery_delay,2021,4,41,neonatal_respiratory,27,14,1,5,0,694.0,1.0,1,grid_reliable,0
8347,referral_hospital,O2_0007,urban,356,1,1,1,1,PSA_plant_onsite,0,0,0.5,1,9,3,0,1,1,1,1,1,1,0,not_applicable,2022,11,49,trauma,39,10,1,4,0,751.0,1.0,1,solar,3
8348,referral_hospital,O2_0041,urban,245,1,1,1,1,PSA_plant_onsite,0,0,3.6,1,8,4,0,0,1,1,1,1,1,0,not_applicable,2024,12,49,COVID19_severe,49,0,1,0,0,786.0,9.0,1,generator_only,5
8349,referral_hospital,O2_0181,urban,168,1,1,1,1,PSA_plant_onsite,0,0,2.6,1,7,4,12,0,1,1,1,1,1,0,not_applicable,2024,1,47,surgical_anaesthesia,34,13,1,4,0,853.0,20.0,1,generator_only,4
8350,referral_hospital,O2_0127,peri_urban,247,1,1,1,1,PSA_plant_onsite,0,0,11.4,1,10,4,1,1,1,1,0,0,0,4,cylinder_delivery_delay,2023,1,41,severe_malaria,0,41,0,12,14,709.0,61.0,1,solar,0
8351,referral_hospital,O2_0143,urban,305,1,1,1,1,LOX_bulk_tank,0,0,3.4,1,9,4,6,0,1,1,1,1,0,0,not_applicable,2024,10,31,sepsis,25,6,1,2,0,531.0,22.0,0,grid_reliable,4
8352,referral_hospital,O2_0032,peri_urban,292,1,1,1,1,cylinder_piped,0,0,3.3,1,9,4,11,0,1,1,1,1,1,0,not_applicable,2023,4,40,pneumonia_child,23,17,1,7,0,1003.0,0.0,1,solar,2
8353,referral_hospital,O2_0005,urban,257,1,1,1,1,oxygen_concentrator,6,5,0.6,1,11,6,0,0,1,1,1,1,0,12,PSA_plant_breakdown,2023,2,48,other_hypoxemia,42,6,1,2,0,919.0,2.0,1,grid_unreliable,1
8354,referral_hospital,O2_0165,urban,227,1,1,1,1,oxygen_concentrator,5,4,1.1,1,6,4,0,0,1,1,1,1,1,1,PSA_plant_breakdown,2022,1,35,neonatal_respiratory,25,10,1,4,0,864.0,25.0,1,generator_only,9
8355,referral_hospital,O2_0175,urban,247,1,1,1,1,PSA_plant_onsite,0,0,1.5,1,6,6,6,0,1,1,1,1,1,1,cylinder_delivery_delay,2024,8,37,trauma,23,14,1,5,0,531.0,4.0,1,grid_reliable,10
8356,referral_hospital,O2_0035,urban,227,1,1,1,1,cylinder_piped,0,0,2.5,1,13,12,15,0,1,1,1,1,0,0,not_applicable,2023,2,35,COVID19_severe,33,2,1,1,0,801.0,1.0,1,none,5
8357,referral_hospital,O2_0055,urban,282,1,1,1,1,cylinder_portable,0,0,3.3,1,12,6,9,0,1,1,0,1,1,0,not_applicable,2022,9,38,neonatal_respiratory,36,2,0,0,0,885.0,17.0,1,solar,0
8358,referral_hospital,O2_0150,urban,235,1,1,1,1,LOX_bulk_tank,0,0,2.4,1,13,3,2,0,1,1,1,0,0,1,demand_surge,2024,8,35,asthma_severe,0,35,0,11,11,610.0,25.0,1,grid_unreliable,2
8359,referral_hospital,O2_0041,peri_urban,213,1,1,1,1,oxygen_concentrator,3,1,4.2,1,7,3,6,0,1,1,0,1,0,9,empty_cylinders_not_collected,2022,9,36,asthma_severe,13,23,1,5,0,987.0,9.0,1,generator_only,7
8360,referral_hospital,O2_0107,urban,316,1,1,1,1,LOX_bulk_tank,0,0,9.8,1,6,0,2,0,1,1,1,1,0,0,not_applicable,2023,11,39,asthma_severe,33,6,1,3,0,803.0,26.0,1,grid_unreliable,8
8361,referral_hospital,O2_0071,urban,250,1,1,1,1,oxygen_concentrator,5,3,3.0,1,12,1,8,0,1,1,1,1,1,0,not_applicable,2021,8,32,asthma_severe,24,8,1,2,0,961.0,10.0,1,generator_only,4
8362,referral_hospital,O2_0165,peri_urban,261,1,1,1,1,PSA_plant_onsite,0,0,3.9,1,6,3,1,1,1,1,1,1,0,0,not_applicable,2022,1,40,COPD_exacerbation,37,3,1,0,0,892.0,23.0,1,generator_only,5
8363,referral_hospital,O2_0117,rural,274,1,1,1,1,oxygen_concentrator,7,4,2.8,1,11,2,3,0,1,1,0,1,1,0,not_applicable,2024,10,32,other_hypoxemia,25,7,1,0,0,952.0,5.0,1,grid_unreliable,6
8364,referral_hospital,O2_0195,urban,191,1,1,1,1,cylinder_piped,0,0,6.7,1,16,4,0,0,1,1,1,0,0,3,supplier_stockout,2023,4,50,trauma,0,50,0,13,28,717.0,4.0,1,grid_reliable,4
8365,referral_hospital,O2_0156,peri_urban,323,1,1,1,1,cylinder_piped,0,0,1.9,1,9,1,0,0,1,1,1,1,1,0,not_applicable,2023,5,45,COPD_exacerbation,43,2,1,1,0,709.0,1.0,0,generator_only,2
8366,referral_hospital,O2_0067,peri_urban,210,1,1,1,1,oxygen_concentrator,6,4,15.7,1,14,7,5,0,1,1,1,1,1,0,not_applicable,2023,4,37,COVID19_severe,27,10,1,2,0,676.0,18.0,1,none,3
8367,referral_hospital,O2_0195,urban,288,1,1,1,1,LOX_bulk_tank,0,0,3.1,1,5,7,0,0,1,1,0,1,1,0,not_applicable,2022,1,48,COPD_exacerbation,43,5,1,0,0,888.0,8.0,1,grid_reliable,9
8368,referral_hospital,O2_0162,urban,249,1,1,1,1,LOX_bulk_tank,0,0,0.1,1,12,7,12,0,1,1,1,1,1,0,not_applicable,2022,1,44,sepsis,23,21,1,8,0,921.0,13.0,1,grid_unreliable,2
8369,referral_hospital,O2_0026,urban,192,1,1,1,1,oxygen_concentrator,4,2,10.3,1,14,7,2,0,1,1,0,0,0,4,PSA_plant_breakdown,2022,8,47,neonatal_respiratory,0,47,0,16,5,738.0,18.0,1,grid_reliable,1
8370,referral_hospital,O2_0120,peri_urban,221,1,1,1,1,PSA_plant_onsite,4,2,3.2,1,13,7,1,1,1,1,1,1,1,0,not_applicable,2024,4,44,heart_failure,30,14,1,4,0,677.0,8.0,1,grid_unreliable,1
8371,referral_hospital,O2_0112,rural,172,1,1,1,1,oxygen_concentrator,5,4,2.5,1,9,3,0,0,1,1,1,1,0,0,not_applicable,2021,7,46,pneumonia_adult,28,18,0,5,0,786.0,16.0,0,grid_reliable,9
8372,referral_hospital,O2_0157,rural,175,1,1,1,1,LOX_bulk_tank,0,0,1.5,1,4,7,9,0,1,1,1,1,1,6,power_outage,2021,1,46,pneumonia_child,37,9,0,4,0,966.0,21.0,1,grid_reliable,3
8373,referral_hospital,O2_0156,urban,235,1,1,1,1,PSA_plant_onsite,0,0,1.3,1,6,6,7,0,1,0,0,1,1,1,PSA_plant_breakdown,2024,12,24,COPD_exacerbation,20,4,0,2,0,585.0,0.0,1,grid_reliable,9
8374,referral_hospital,O2_0123,peri_urban,247,1,1,1,1,cylinder_piped,0,0,4.3,1,10,7,0,0,1,1,1,1,0,0,not_applicable,2024,5,38,asthma_severe,38,0,1,0,0,741.0,2.0,1,grid_reliable,0
8375,referral_hospital,O2_0128,peri_urban,247,1,1,1,1,PSA_plant_onsite,0,0,2.9,1,11,1,9,1,1,1,1,0,0,30,concentrator_malfunction,2024,5,36,pneumonia_adult,0,36,0,13,5,884.0,9.0,1,grid_reliable,1
8376,referral_hospital,O2_0080,urban,255,1,1,1,1,PSA_plant_onsite,0,0,6.5,1,14,5,4,0,1,1,1,1,1,0,not_applicable,2024,5,40,neonatal_respiratory,29,11,1,3,0,1045.0,1.0,1,grid_reliable,4
8377,referral_hospital,O2_0196,urban,319,1,1,1,1,PSA_plant_onsite,0,0,3.0,1,11,2,3,0,1,1,1,1,1,0,not_applicable,2022,2,38,COVID19_severe,20,18,0,9,0,443.0,1.0,1,grid_reliable,11
8378,referral_hospital,O2_0123,urban,226,1,1,1,1,oxygen_concentrator,2,1,0.5,1,3,9,0,0,1,1,1,1,1,0,not_applicable,2023,2,40,COPD_exacerbation,36,4,1,1,0,951.0,10.0,1,grid_reliable,11
8379,referral_hospital,O2_0119,urban,246,1,1,1,1,PSA_plant_onsite,0,0,3.7,1,13,6,5,1,1,1,0,1,1,0,not_applicable,2023,11,41,COPD_exacerbation,32,9,1,4,0,481.0,22.0,1,grid_reliable,0
8380,referral_hospital,O2_0006,urban,255,1,1,1,1,PSA_plant_onsite,3,2,2.2,1,12,4,2,0,1,1,1,0,0,1,demand_surge,2023,10,32,surgical_anaesthesia,0,32,0,14,11,748.0,9.0,1,generator_only,9
8381,referral_hospital,O2_0184,peri_urban,213,1,1,1,1,oxygen_concentrator,7,4,3.3,1,15,8,1,0,1,1,1,1,0,0,not_applicable,2024,6,38,neonatal_respiratory,29,9,1,2,0,833.0,5.0,1,grid_unreliable,15
8382,referral_hospital,O2_0056,peri_urban,274,1,1,1,1,oxygen_concentrator,2,1,0.1,1,13,4,2,0,1,1,1,1,0,0,not_applicable,2021,7,43,COPD_exacerbation,34,9,0,2,0,882.0,1.0,1,grid_reliable,1
8383,referral_hospital,O2_0061,urban,313,1,1,1,1,PSA_plant_onsite,0,0,2.2,1,11,3,7,0,1,1,1,0,0,2,PSA_plant_breakdown,2023,8,40,pneumonia_child,0,40,0,21,6,838.0,30.0,1,grid_reliable,1
8384,referral_hospital,O2_0146,rural,257,1,1,1,1,LOX_bulk_tank,0,0,1.3,1,8,1,12,0,1,1,0,1,1,0,not_applicable,2022,3,39,other_hypoxemia,22,17,1,6,0,801.0,4.0,1,grid_unreliable,5
8385,referral_hospital,O2_0189,urban,338,1,1,1,1,LOX_bulk_tank,0,0,0.7,1,14,8,9,0,1,1,1,0,0,24,demand_surge,2021,9,41,surgical_anaesthesia,0,41,0,13,2,831.0,14.0,1,grid_unreliable,0
8386,referral_hospital,O2_0056,rural,182,1,1,1,1,PSA_plant_onsite,0,0,1.2,1,6,1,4,0,1,1,1,1,1,0,not_applicable,2022,11,37,trauma,25,12,0,2,0,1061.0,4.0,1,grid_reliable,2
8387,referral_hospital,O2_0131,urban,178,1,1,1,1,LOX_bulk_tank,0,0,2.1,1,8,4,2,0,1,0,0,1,0,0,not_applicable,2021,4,31,heart_failure,22,9,1,0,0,606.0,12.0,1,grid_unreliable,1
8388,referral_hospital,O2_0011,rural,226,1,1,1,1,LOX_bulk_tank,0,0,8.5,1,11,4,1,0,1,1,0,1,1,0,not_applicable,2023,3,37,other_hypoxemia,30,7,1,3,0,944.0,5.0,1,grid_reliable,14
8389,referral_hospital,O2_0090,peri_urban,220,1,1,1,1,PSA_plant_onsite,2,1,2.2,1,6,7,11,1,1,0,0,0,0,2,PSA_plant_breakdown,2022,8,48,trauma,0,48,0,15,13,874.0,9.0,1,grid_reliable,3
8390,referral_hospital,O2_0095,peri_urban,240,1,1,1,1,oxygen_concentrator,4,3,1.1,1,11,4,3,0,1,1,1,1,1,1,PSA_plant_breakdown,2021,11,39,neonatal_respiratory,25,14,1,6,0,590.0,13.0,1,grid_unreliable,4
8391,referral_hospital,O2_0157,rural,268,1,1,1,1,cylinder_piped,0,0,2.4,1,7,6,14,0,1,1,1,0,0,18,power_outage,2024,1,28,COVID19_severe,0,28,0,7,8,687.0,8.0,1,grid_reliable,0
8392,referral_hospital,O2_0001,peri_urban,237,1,1,1,1,PSA_plant_onsite,0,0,0.3,1,9,3,0,0,1,0,0,1,1,1,concentrator_malfunction,2024,5,35,severe_malaria,24,11,1,3,0,863.0,6.0,1,grid_reliable,2
8393,referral_hospital,O2_0020,urban,256,1,1,1,1,PSA_plant_onsite,2,1,1.7,1,11,3,0,1,1,1,1,1,1,0,not_applicable,2021,6,40,pneumonia_child,24,16,1,6,0,970.0,3.0,1,generator_only,3
8394,referral_hospital,O2_0072,peri_urban,203,1,1,1,1,PSA_plant_onsite,0,0,0.2,1,11,3,6,0,1,0,0,1,1,0,not_applicable,2024,11,57,neonatal_respiratory,57,0,0,0,0,854.0,1.0,1,solar,0
8395,referral_hospital,O2_0071,peri_urban,237,1,1,1,1,LOX_bulk_tank,6,5,0.0,1,9,9,7,0,1,1,1,0,0,13,PSA_plant_breakdown,2024,4,49,neonatal_respiratory,0,49,0,17,3,924.0,15.0,1,grid_unreliable,16
8396,referral_hospital,O2_0192,rural,306,1,1,1,1,LOX_bulk_tank,0,0,4.5,1,7,4,0,0,1,0,0,0,0,1,power_outage,2022,7,44,severe_malaria,0,44,0,17,20,713.0,7.0,0,grid_reliable,4
8397,referral_hospital,O2_0121,urban,195,1,1,1,1,LOX_bulk_tank,0,0,4.3,1,5,5,2,0,1,1,0,0,0,4,demand_surge,2023,9,34,heart_failure,0,34,0,11,11,928.0,19.0,0,grid_reliable,3
8398,referral_hospital,O2_0061,urban,233,1,1,1,1,cylinder_piped,0,0,1.3,1,11,6,2,0,1,1,1,1,1,0,not_applicable,2022,1,38,neonatal_respiratory,28,10,0,3,0,1003.0,22.0,1,grid_unreliable,3
8399,referral_hospital,O2_0059,peri_urban,254,1,1,1,1,LOX_bulk_tank,0,0,8.0,1,11,3,1,0,1,1,1,1,1,0,not_applicable,2024,12,43,pneumonia_adult,34,9,0,4,0,804.0,4.0,1,grid_reliable,5
8400,referral_hospital,O2_0151,rural,218,1,1,1,1,PSA_plant_onsite,0,0,3.6,1,10,8,4,1,1,1,1,1,0,0,not_applicable,2022,4,39,trauma,24,15,1,3,0,670.0,10.0,1,grid_unreliable,2
8401,referral_hospital,O2_0016,peri_urban,307,1,1,1,1,cylinder_portable,3,1,0.1,1,8,7,0,0,1,0,0,1,1,0,not_applicable,2023,5,46,pneumonia_adult,40,6,0,2,0,872.0,16.0,1,grid_unreliable,2
8402,referral_hospital,O2_0131,peri_urban,315,1,1,1,1,PSA_plant_onsite,0,0,2.5,1,7,3,2,1,1,1,0,1,0,9,PSA_plant_breakdown,2023,7,37,severe_malaria,29,8,0,6,0,732.0,12.0,1,grid_reliable,4
8403,referral_hospital,O2_0002,urban,240,1,1,1,1,cylinder_piped,0,0,5.7,1,13,5,11,0,1,1,1,1,0,0,not_applicable,2022,10,30,pneumonia_adult,30,0,1,0,0,862.0,21.0,0,solar,2
8404,referral_hospital,O2_0199,rural,194,1,1,1,1,LOX_bulk_tank,0,0,1.3,1,7,13,5,0,1,1,0,1,0,9,PSA_plant_breakdown,2024,4,28,pneumonia_adult,26,2,1,1,0,1028.0,26.0,1,generator_only,0
8405,referral_hospital,O2_0097,urban,247,1,1,1,1,PSA_plant_onsite,0,0,5.6,1,6,3,8,1,1,1,1,1,0,0,not_applicable,2024,11,41,pneumonia_adult,29,12,1,2,0,896.0,13.0,1,grid_reliable,11
8406,referral_hospital,O2_0034,rural,235,1,1,1,1,oxygen_concentrator,6,4,1.2,1,7,4,11,0,1,1,0,1,1,0,not_applicable,2024,1,44,severe_malaria,24,20,1,7,0,721.0,28.0,0,grid_unreliable,6
8407,referral_hospital,O2_0103,urban,255,1,1,1,1,cylinder_piped,0,0,4.5,1,4,8,38,0,1,1,1,1,1,0,not_applicable,2022,5,40,pneumonia_child,34,6,0,1,0,923.0,32.0,1,solar,0
8408,referral_hospital,O2_0185,urban,293,1,1,1,1,oxygen_concentrator,4,2,0.1,1,5,7,12,0,1,1,1,1,1,0,not_applicable,2022,4,42,pneumonia_adult,25,17,0,6,0,848.0,20.0,1,grid_reliable,3
8409,referral_hospital,O2_0010,rural,231,1,1,1,1,oxygen_concentrator,4,2,3.3,1,14,5,2,0,1,1,0,1,1,0,not_applicable,2022,7,29,pneumonia_child,25,4,1,2,0,893.0,5.0,1,generator_only,16
8410,referral_hospital,O2_0026,urban,214,1,1,1,1,PSA_plant_onsite,0,0,0.5,1,6,5,7,0,1,1,0,1,0,0,not_applicable,2023,7,35,COVID19_severe,18,17,0,5,0,847.0,5.0,1,grid_reliable,8
8411,referral_hospital,O2_0148,rural,272,1,1,1,1,LOX_bulk_tank,5,3,5.2,1,16,4,8,0,1,0,0,1,1,0,not_applicable,2022,10,41,neonatal_respiratory,33,8,0,6,0,979.0,23.0,1,grid_unreliable,0
8412,referral_hospital,O2_0151,urban,261,1,1,1,1,PSA_plant_onsite,0,0,3.8,1,16,6,4,0,1,1,1,1,1,0,not_applicable,2021,4,43,pneumonia_child,43,0,1,0,0,885.0,3.0,1,solar,3
8413,referral_hospital,O2_0035,rural,298,1,1,1,1,LOX_bulk_tank,4,2,2.0,1,9,4,18,0,1,1,1,0,0,1,power_outage,2022,6,37,COPD_exacerbation,0,37,0,17,14,739.0,20.0,0,grid_unreliable,2
8414,referral_hospital,O2_0150,urban,282,1,1,1,1,cylinder_piped,0,0,3.6,1,7,2,10,0,1,1,0,1,1,0,not_applicable,2022,6,41,pneumonia_adult,23,18,1,6,0,902.0,7.0,0,grid_unreliable,4
8415,referral_hospital,O2_0069,rural,223,1,1,1,1,LOX_bulk_tank,4,2,0.6,1,15,8,3,0,1,1,1,1,1,0,not_applicable,2022,5,44,trauma,26,18,0,9,0,815.0,20.0,1,grid_reliable,5
8416,referral_hospital,O2_0165,peri_urban,187,1,1,1,1,PSA_plant_onsite,0,0,0.9,1,13,4,0,0,1,1,0,0,0,1,concentrator_malfunction,2023,3,39,surgical_anaesthesia,0,39,0,12,12,865.0,11.0,1,grid_unreliable,0
8417,referral_hospital,O2_0049,urban,262,1,1,1,1,LOX_bulk_tank,0,0,1.0,1,6,5,1,0,1,1,1,1,0,8,power_outage,2022,12,42,neonatal_respiratory,42,0,1,0,0,601.0,5.0,0,solar,2
8418,referral_hospital,O2_0025,peri_urban,262,1,1,1,1,cylinder_piped,0,0,1.8,1,9,5,2,0,1,1,0,1,1,0,not_applicable,2024,10,52,pneumonia_child,35,17,0,6,0,621.0,1.0,1,solar,2
8419,referral_hospital,O2_0153,peri_urban,328,1,1,1,1,oxygen_concentrator,4,3,3.1,1,6,8,2,0,1,1,1,1,1,0,not_applicable,2024,3,38,other_hypoxemia,33,5,1,1,0,901.0,37.0,1,grid_reliable,3
8420,referral_hospital,O2_0180,urban,284,1,1,1,1,LOX_bulk_tank,0,0,4.7,1,7,7,0,0,1,1,1,0,0,3,PSA_plant_breakdown,2022,4,39,asthma_severe,0,39,0,14,15,1179.0,6.0,1,grid_reliable,2
8421,referral_hospital,O2_0194,urban,297,1,1,1,1,PSA_plant_onsite,0,0,0.2,1,8,3,4,1,1,0,0,0,0,1,demand_surge,2022,11,33,asthma_severe,0,33,0,9,8,992.0,1.0,1,grid_unreliable,4
8422,referral_hospital,O2_0105,peri_urban,182,1,1,1,1,PSA_plant_onsite,0,0,0.7,1,13,1,2,0,1,1,1,1,1,5,demand_surge,2023,12,38,severe_malaria,23,15,1,3,0,894.0,2.0,1,grid_unreliable,3
8423,referral_hospital,O2_0070,peri_urban,278,1,1,1,1,LOX_bulk_tank,2,1,3.0,1,7,2,12,0,1,1,1,1,1,0,not_applicable,2021,9,38,severe_malaria,37,1,1,0,0,661.0,1.0,1,none,0
8424,referral_hospital,O2_0189,urban,195,1,1,1,1,PSA_plant_onsite,0,0,1.2,1,12,4,0,0,1,1,1,1,1,0,not_applicable,2022,12,39,surgical_anaesthesia,17,22,1,7,0,1055.0,38.0,1,grid_reliable,0
8425,referral_hospital,O2_0023,rural,225,1,1,1,1,oxygen_concentrator,4,2,0.6,1,9,4,11,0,1,1,1,0,0,12,concentrator_malfunction,2023,11,33,neonatal_respiratory,0,33,0,14,13,783.0,4.0,1,grid_reliable,5
8426,referral_hospital,O2_0100,rural,315,1,1,1,1,LOX_bulk_tank,0,0,0.8,1,12,2,2,0,1,1,1,1,0,0,not_applicable,2022,11,46,surgical_anaesthesia,37,9,1,2,0,855.0,6.0,0,grid_reliable,10
8427,referral_hospital,O2_0129,urban,239,1,1,1,1,cylinder_piped,0,0,3.0,1,10,6,6,0,1,1,1,1,1,0,not_applicable,2021,2,41,asthma_severe,41,0,1,0,0,816.0,46.0,1,grid_reliable,4
8428,referral_hospital,O2_0064,peri_urban,330,1,1,1,1,LOX_bulk_tank,0,0,3.4,1,10,2,9,0,1,0,0,1,1,0,not_applicable,2024,1,39,pneumonia_child,36,3,1,0,0,740.0,31.0,1,grid_reliable,10
8429,referral_hospital,O2_0119,urban,270,1,1,1,1,oxygen_concentrator,8,6,0.8,1,8,4,9,0,1,1,1,1,0,3,concentrator_malfunction,2023,5,45,neonatal_respiratory,22,23,1,5,0,828.0,18.0,1,solar,0
8430,referral_hospital,O2_0002,rural,263,1,1,1,1,PSA_plant_onsite,5,3,3.9,1,11,5,2,1,1,1,1,1,1,0,not_applicable,2023,6,35,sepsis,21,14,1,5,0,705.0,17.0,1,grid_reliable,0
8431,referral_hospital,O2_0024,rural,294,1,1,1,1,LOX_bulk_tank,0,0,5.9,1,17,5,3,0,1,1,1,1,1,0,not_applicable,2023,6,45,surgical_anaesthesia,45,0,1,0,0,761.0,16.0,1,grid_unreliable,6
8432,referral_hospital,O2_0081,rural,295,1,1,1,1,PSA_plant_onsite,0,0,0.4,1,15,5,8,1,1,1,1,1,1,0,not_applicable,2022,2,38,severe_malaria,19,19,1,9,0,757.0,0.0,1,grid_unreliable,8
8433,referral_hospital,O2_0193,urban,235,1,1,1,1,oxygen_concentrator,3,2,1.9,1,9,4,7,0,1,1,1,0,0,1,cylinder_delivery_delay,2022,6,41,pneumonia_adult,0,41,0,14,15,871.0,10.0,1,generator_only,6
8434,referral_hospital,O2_0119,urban,248,1,1,1,1,LOX_bulk_tank,0,0,0.6,1,8,4,0,0,1,1,1,1,1,0,not_applicable,2024,6,34,severe_malaria,25,9,1,4,0,1138.0,23.0,0,grid_reliable,2
8435,referral_hospital,O2_0129,peri_urban,295,1,1,1,1,LOX_bulk_tank,0,0,4.5,1,3,6,6,0,1,1,1,1,1,1,cylinder_delivery_delay,2024,3,36,sepsis,34,2,1,1,0,748.0,32.0,1,grid_reliable,0
8436,referral_hospital,O2_0046,peri_urban,234,1,1,1,1,PSA_plant_onsite,0,0,4.4,1,11,7,1,0,1,1,1,1,0,0,not_applicable,2022,2,39,neonatal_respiratory,26,13,1,8,0,896.0,35.0,1,generator_only,25
8437,referral_hospital,O2_0173,peri_urban,287,1,1,1,1,PSA_plant_onsite,0,0,0.4,1,12,2,2,1,1,1,1,1,1,0,not_applicable,2022,9,43,sepsis,32,11,1,6,0,892.0,50.0,1,grid_reliable,0
8438,referral_hospital,O2_0064,urban,255,1,1,1,1,LOX_bulk_tank,0,0,0.1,1,10,3,12,0,1,0,0,1,0,0,not_applicable,2024,8,38,COPD_exacerbation,37,1,1,1,0,722.0,38.0,1,grid_unreliable,1
8439,referral_hospital,O2_0046,peri_urban,236,1,1,1,1,LOX_bulk_tank,0,0,1.8,1,7,5,6,0,1,1,1,0,0,13,power_outage,2023,12,42,neonatal_respiratory,0,42,0,14,12,727.0,23.0,1,grid_unreliable,0
8440,referral_hospital,O2_0054,urban,221,1,1,1,1,cylinder_piped,0,0,1.3,1,8,7,27,0,1,1,1,0,0,10,cylinder_delivery_delay,2022,7,33,neonatal_respiratory,0,33,0,12,11,929.0,10.0,1,grid_reliable,3
8441,referral_hospital,O2_0144,urban,206,1,1,1,1,LOX_bulk_tank,0,0,2.7,1,11,1,0,0,1,1,1,1,1,0,not_applicable,2024,4,40,trauma,21,19,0,6,0,848.0,7.0,1,grid_reliable,0
8442,referral_hospital,O2_0071,peri_urban,251,1,1,1,1,cylinder_portable,0,0,3.1,1,6,4,3,0,1,0,0,1,1,0,not_applicable,2024,9,31,pneumonia_adult,22,9,1,3,0,808.0,7.0,1,grid_reliable,0
8443,referral_hospital,O2_0063,urban,247,1,1,1,1,cylinder_piped,0,0,0.8,1,12,4,1,0,1,1,1,1,0,0,not_applicable,2024,2,34,neonatal_respiratory,34,0,1,0,0,797.0,32.0,1,grid_reliable,2
8444,referral_hospital,O2_0040,rural,238,1,1,1,1,LOX_bulk_tank,0,0,0.9,1,10,4,2,0,1,1,1,1,1,0,not_applicable,2023,11,45,pneumonia_adult,37,8,1,3,0,701.0,21.0,1,generator_only,5
8445,referral_hospital,O2_0083,urban,242,1,1,1,1,PSA_plant_onsite,0,0,2.2,1,6,5,8,0,1,1,1,1,1,0,not_applicable,2024,7,49,heart_failure,36,13,1,5,0,883.0,20.0,1,grid_unreliable,1
8446,referral_hospital,O2_0070,urban,247,1,1,1,1,cylinder_portable,0,0,4.2,1,8,6,1,0,1,1,1,1,1,0,not_applicable,2021,2,36,other_hypoxemia,31,5,1,2,0,842.0,5.0,1,generator_only,0
8447,referral_hospital,O2_0079,urban,264,1,1,1,1,LOX_bulk_tank,4,1,3.0,1,6,5,1,0,1,1,1,1,0,0,not_applicable,2024,5,43,neonatal_respiratory,24,19,1,10,0,999.0,29.0,1,grid_reliable,0
8448,referral_hospital,O2_0055,urban,248,1,1,1,1,PSA_plant_onsite,0,0,2.3,1,12,2,0,1,1,1,1,1,1,0,not_applicable,2022,4,31,COVID19_severe,28,3,1,1,0,828.0,4.0,1,grid_reliable,5
8449,referral_hospital,O2_0101,urban,190,1,1,1,1,cylinder_piped,7,6,1.7,1,14,4,0,0,1,1,1,1,1,0,not_applicable,2022,12,44,neonatal_respiratory,20,24,0,6,0,970.0,6.0,1,grid_reliable,19
8450,referral_hospital,O2_0086,urban,224,1,1,1,1,cylinder_piped,0,0,0.9,1,10,8,2,0,1,1,1,1,1,3,PSA_plant_breakdown,2022,7,39,surgical_anaesthesia,20,19,1,3,0,966.0,0.0,1,generator_only,6
8451,referral_hospital,O2_0129,peri_urban,198,1,1,1,1,oxygen_concentrator,5,1,0.8,1,7,3,0,0,1,1,1,1,1,0,not_applicable,2022,10,38,neonatal_respiratory,26,12,1,3,0,696.0,9.0,1,generator_only,0
8452,referral_hospital,O2_0044,urban,280,1,1,1,1,oxygen_concentrator,2,0,9.1,1,13,6,0,0,1,1,1,0,0,10,cylinder_delivery_delay,2022,12,37,pneumonia_adult,0,37,0,16,13,1048.0,7.0,1,grid_reliable,2
8453,referral_hospital,O2_0110,rural,315,1,1,1,1,LOX_bulk_tank,0,0,2.6,1,11,6,2,0,1,1,1,1,1,0,not_applicable,2021,10,31,COPD_exacerbation,19,12,0,10,0,946.0,21.0,0,grid_unreliable,3
8454,referral_hospital,O2_0064,peri_urban,205,1,1,1,1,LOX_bulk_tank,0,0,5.4,1,9,8,20,0,1,1,0,0,0,14,concentrator_malfunction,2022,7,37,trauma,0,37,0,17,5,620.0,4.0,1,grid_reliable,4
8455,referral_hospital,O2_0070,urban,298,1,1,1,1,PSA_plant_onsite,0,0,0.5,1,11,8,2,0,1,1,1,1,0,1,supplier_stockout,2024,2,44,other_hypoxemia,26,18,1,7,0,958.0,2.0,0,generator_only,0
8456,referral_hospital,O2_0052,peri_urban,234,1,1,1,1,PSA_plant_onsite,0,0,5.3,1,8,8,1,1,1,1,1,1,1,2,supplier_stockout,2022,8,40,pneumonia_adult,32,8,0,2,0,731.0,12.0,1,grid_unreliable,1
8457,referral_hospital,O2_0103,peri_urban,219,1,1,1,1,oxygen_concentrator,8,4,2.0,1,6,5,8,0,1,0,0,1,1,0,not_applicable,2024,2,42,surgical_anaesthesia,42,0,1,0,0,709.0,4.0,1,grid_unreliable,4
8458,referral_hospital,O2_0126,rural,167,1,1,1,1,LOX_bulk_tank,0,0,0.1,1,14,2,9,0,1,1,1,1,1,0,not_applicable,2023,2,42,neonatal_respiratory,31,11,1,3,0,912.0,38.0,0,generator_only,5
8459,referral_hospital,O2_0111,urban,226,1,1,1,1,LOX_bulk_tank,0,0,0.2,1,9,4,13,0,1,1,0,1,1,14,supplier_stockout,2022,10,38,heart_failure,22,16,1,5,0,673.0,21.0,0,generator_only,5
8460,referral_hospital,O2_0035,urban,230,1,1,1,1,LOX_bulk_tank,0,0,0.1,1,11,6,2,0,1,1,1,1,1,0,not_applicable,2024,2,60,neonatal_respiratory,53,7,0,1,0,931.0,16.0,1,solar,5
8461,referral_hospital,O2_0048,rural,189,1,1,1,1,oxygen_concentrator,2,0,0.2,1,5,10,2,0,1,1,0,1,1,0,not_applicable,2024,4,34,COPD_exacerbation,26,8,1,2,0,712.0,7.0,1,grid_reliable,0
8462,referral_hospital,O2_0098,rural,253,1,1,1,1,LOX_bulk_tank,0,0,5.0,1,5,4,6,0,1,1,1,1,1,0,not_applicable,2022,4,46,COPD_exacerbation,34,12,1,1,0,874.0,31.0,0,generator_only,5
8463,referral_hospital,O2_0003,peri_urban,243,1,1,1,1,LOX_bulk_tank,0,0,0.7,1,16,5,4,0,1,1,1,0,0,4,concentrator_malfunction,2023,1,47,COPD_exacerbation,0,47,0,17,18,687.0,5.0,0,grid_unreliable,8
8464,referral_hospital,O2_0111,rural,215,1,1,1,1,oxygen_concentrator,3,2,2.5,1,9,3,0,0,1,1,1,1,1,6,power_outage,2024,5,39,COPD_exacerbation,33,6,0,2,0,833.0,9.0,1,grid_reliable,0
8465,referral_hospital,O2_0166,urban,249,1,1,1,1,oxygen_concentrator,4,3,0.4,1,8,4,2,0,1,1,0,1,1,0,not_applicable,2022,7,47,asthma_severe,45,2,1,0,0,804.0,14.0,1,grid_reliable,2
8466,referral_hospital,O2_0048,urban,226,1,1,1,1,cylinder_piped,0,0,0.5,1,13,2,0,0,1,0,0,1,1,1,regulator_valve_failure,2024,4,37,trauma,32,5,1,2,0,797.0,17.0,1,generator_only,3
8467,referral_hospital,O2_0055,urban,286,1,1,1,1,LOX_bulk_tank,0,0,1.0,1,9,3,4,0,1,1,1,1,1,0,not_applicable,2021,8,43,pneumonia_adult,37,6,1,1,0,1073.0,5.0,1,grid_reliable,4
8468,referral_hospital,O2_0152,rural,198,1,1,1,1,oxygen_concentrator,4,2,2.0,1,13,3,5,0,1,1,1,1,1,0,not_applicable,2021,6,33,surgical_anaesthesia,18,15,0,5,0,682.0,45.0,1,generator_only,4
8469,referral_hospital,O2_0087,urban,227,1,1,1,1,cylinder_piped,0,0,7.3,1,5,3,6,0,1,1,1,0,0,30,cylinder_delivery_delay,2023,5,36,surgical_anaesthesia,0,36,0,19,5,966.0,2.0,1,solar,3
8470,referral_hospital,O2_0047,urban,314,1,1,1,1,cylinder_piped,0,0,0.8,1,7,4,17,0,1,1,1,1,1,15,cylinder_delivery_delay,2024,11,39,pneumonia_adult,39,0,1,0,0,892.0,3.0,1,grid_unreliable,0
8471,referral_hospital,O2_0067,rural,264,1,1,1,1,PSA_plant_onsite,0,0,2.7,1,17,6,3,0,1,1,1,1,1,3,PSA_plant_breakdown,2024,9,42,trauma,39,3,1,1,0,455.0,16.0,1,none,2
8472,referral_hospital,O2_0092,rural,270,1,1,1,1,PSA_plant_onsite,0,0,0.8,1,11,7,0,1,1,1,0,1,0,1,no_oxygen_source,2023,11,31,COPD_exacerbation,26,5,1,1,0,811.0,7.0,1,grid_reliable,3
8473,referral_hospital,O2_0064,urban,194,1,1,1,1,PSA_plant_onsite,0,0,1.7,1,10,3,2,1,1,1,1,1,0,1,power_outage,2024,6,35,pneumonia_adult,29,6,0,3,0,972.0,12.0,1,grid_unreliable,0
8474,referral_hospital,O2_0121,urban,259,1,1,1,1,LOX_bulk_tank,8,4,3.8,1,9,7,2,0,1,1,1,1,0,0,not_applicable,2023,7,45,trauma,33,12,0,3,0,875.0,16.0,1,generator_only,15
8475,referral_hospital,O2_0136,urban,288,1,1,1,1,LOX_bulk_tank,0,0,1.4,1,16,1,2,0,1,1,1,1,1,0,not_applicable,2021,3,48,severe_malaria,42,6,1,1,0,861.0,14.0,1,grid_reliable,3
8476,referral_hospital,O2_0031,urban,208,1,1,1,1,oxygen_concentrator,4,1,2.0,1,12,8,14,0,1,1,1,1,1,0,not_applicable,2022,9,45,COVID19_severe,36,9,1,3,0,882.0,19.0,1,grid_reliable,3
8477,referral_hospital,O2_0009,urban,224,1,1,1,1,oxygen_concentrator,3,0,0.0,1,9,1,1,0,1,1,1,0,0,5,PSA_plant_breakdown,2022,6,40,severe_malaria,0,40,0,15,15,781.0,11.0,1,grid_reliable,0
8478,referral_hospital,O2_0148,urban,288,1,1,1,1,PSA_plant_onsite,0,0,8.9,1,8,6,10,0,1,1,1,1,1,11,demand_surge,2021,9,45,asthma_severe,35,10,1,6,0,649.0,7.0,1,grid_reliable,4
8479,referral_hospital,O2_0144,urban,227,1,1,1,1,LOX_bulk_tank,0,0,0.3,1,11,2,7,0,1,1,1,1,0,0,not_applicable,2023,1,40,other_hypoxemia,37,3,1,0,0,944.0,12.0,1,grid_reliable,1
8480,referral_hospital,O2_0096,urban,248,1,1,1,1,cylinder_piped,0,0,1.3,1,5,8,1,0,1,1,0,1,1,2,power_outage,2024,9,33,COPD_exacerbation,24,9,0,6,0,650.0,8.0,1,grid_reliable,5
8481,referral_hospital,O2_0100,rural,236,1,1,1,1,cylinder_piped,0,0,3.2,1,7,1,5,0,1,1,1,1,1,1,regulator_valve_failure,2022,2,39,other_hypoxemia,27,12,0,7,0,825.0,9.0,1,none,0
8482,referral_hospital,O2_0035,urban,214,1,1,1,1,PSA_plant_onsite,0,0,0.9,1,8,3,4,0,1,1,1,1,1,0,not_applicable,2021,3,30,COPD_exacerbation,21,9,1,3,0,810.0,3.0,1,generator_only,14
8483,referral_hospital,O2_0032,urban,300,1,1,1,1,oxygen_concentrator,5,3,3.2,1,12,3,14,0,1,1,0,1,1,0,not_applicable,2022,1,38,sepsis,30,8,1,2,0,842.0,0.0,1,grid_reliable,3
8484,referral_hospital,O2_0017,urban,186,1,1,1,1,oxygen_concentrator,6,4,1.0,1,11,2,0,0,1,1,1,0,0,4,concentrator_malfunction,2024,12,39,pneumonia_child,0,39,0,12,15,647.0,22.0,1,grid_unreliable,1
8485,referral_hospital,O2_0090,peri_urban,228,1,1,1,1,oxygen_concentrator,5,4,9.9,1,13,4,0,0,1,1,1,1,1,3,cylinder_delivery_delay,2023,7,37,sepsis,32,5,1,3,0,915.0,1.0,1,generator_only,14
8486,referral_hospital,O2_0050,urban,255,1,1,1,1,LOX_bulk_tank,0,0,1.5,1,11,7,2,0,1,1,1,1,1,0,not_applicable,2021,9,44,severe_malaria,35,9,1,1,0,732.0,13.0,1,grid_unreliable,8
8487,referral_hospital,O2_0188,urban,234,1,1,1,1,LOX_bulk_tank,11,10,1.2,1,11,3,0,0,1,1,1,1,1,2,cylinder_delivery_delay,2022,3,40,pneumonia_child,24,16,1,9,0,913.0,57.0,1,grid_reliable,1
8488,referral_hospital,O2_0054,rural,232,1,1,1,1,LOX_bulk_tank,0,0,10.7,1,10,7,0,0,1,1,1,1,0,0,not_applicable,2024,9,34,surgical_anaesthesia,28,6,1,4,0,715.0,97.0,1,grid_reliable,0
8489,referral_hospital,O2_0156,rural,286,1,1,1,1,PSA_plant_onsite,0,0,0.0,1,9,10,1,1,1,1,1,1,1,0,not_applicable,2022,6,35,COPD_exacerbation,35,0,0,0,0,712.0,72.0,1,generator_only,11
8490,referral_hospital,O2_0164,urban,223,1,1,1,1,PSA_plant_onsite,4,1,0.2,1,6,5,0,1,1,1,0,1,1,0,not_applicable,2022,2,41,pneumonia_child,34,7,1,3,0,568.0,9.0,0,grid_reliable,1
8491,referral_hospital,O2_0014,peri_urban,257,1,1,1,1,LOX_bulk_tank,0,0,5.0,1,10,5,3,0,1,1,1,1,1,0,not_applicable,2024,7,40,neonatal_respiratory,40,0,0,0,0,702.0,15.0,0,solar,1
8492,referral_hospital,O2_0150,urban,224,1,1,1,1,oxygen_concentrator,6,5,2.8,1,9,4,5,0,1,1,0,1,1,0,not_applicable,2022,4,34,heart_failure,22,12,1,7,0,716.0,11.0,1,grid_unreliable,13
8493,referral_hospital,O2_0102,urban,259,1,1,1,1,PSA_plant_onsite,0,0,3.3,1,12,4,3,0,1,1,1,1,1,0,not_applicable,2021,8,53,severe_malaria,43,10,1,4,0,843.0,27.0,1,grid_reliable,10
8494,referral_hospital,O2_0195,urban,243,1,1,1,1,LOX_bulk_tank,0,0,0.7,1,13,3,3,0,1,1,1,1,1,0,not_applicable,2024,1,27,neonatal_respiratory,20,7,1,3,0,886.0,11.0,1,generator_only,3
8495,referral_hospital,O2_0095,peri_urban,240,1,1,1,1,LOX_bulk_tank,0,0,0.4,1,10,7,4,0,1,0,0,1,1,0,not_applicable,2022,8,33,pneumonia_child,32,1,1,1,0,793.0,13.0,1,generator_only,4
8496,referral_hospital,O2_0096,rural,221,1,1,1,1,cylinder_piped,0,0,0.9,1,16,4,5,0,1,1,0,1,1,0,not_applicable,2021,3,39,pneumonia_child,27,12,1,6,0,703.0,12.0,1,grid_unreliable,2
8497,referral_hospital,O2_0141,urban,342,1,1,1,1,LOX_bulk_tank,5,1,13.2,1,10,2,5,0,1,1,0,0,0,30,cylinder_delivery_delay,2023,5,41,pneumonia_adult,0,41,0,18,23,834.0,25.0,1,grid_unreliable,2
8498,referral_hospital,O2_0022,urban,370,1,1,1,1,LOX_bulk_tank,0,0,0.9,1,12,6,0,0,1,1,1,1,1,0,not_applicable,2023,10,51,COPD_exacerbation,38,13,1,4,0,923.0,27.0,1,grid_unreliable,6
8499,referral_hospital,O2_0147,rural,262,1,1,1,1,oxygen_concentrator,6,4,1.3,1,14,7,0,0,1,1,1,1,1,0,not_applicable,2023,12,35,pneumonia_child,29,6,1,2,0,724.0,46.0,0,grid_unreliable,10
8500,referral_hospital,O2_0138,urban,252,1,1,1,1,cylinder_piped,0,0,1.1,1,10,4,1,0,1,1,1,1,0,2,PSA_plant_breakdown,2021,8,37,severe_malaria,37,0,1,0,0,647.0,17.0,1,grid_reliable,23
8501,referral_hospital,O2_0066,urban,165,1,1,1,1,LOX_bulk_tank,0,0,3.7,1,13,9,6,0,1,1,1,1,0,0,not_applicable,2023,8,41,severe_malaria,17,24,1,10,0,1033.0,84.0,1,generator_only,4
8502,referral_hospital,O2_0046,peri_urban,252,1,1,1,1,cylinder_piped,0,0,2.0,1,15,5,11,0,1,1,1,1,1,0,not_applicable,2024,10,24,pneumonia_adult,24,0,0,0,0,988.0,5.0,1,grid_unreliable,3
8503,referral_hospital,O2_0071,urban,210,1,1,1,1,oxygen_concentrator,5,2,1.0,1,8,3,2,0,1,1,0,1,1,1,cylinder_delivery_delay,2023,3,60,COVID19_severe,44,16,1,4,0,626.0,9.0,1,grid_unreliable,0
8504,referral_hospital,O2_0004,urban,197,1,1,1,1,LOX_bulk_tank,0,0,4.0,1,11,3,1,0,1,1,1,1,1,0,not_applicable,2021,5,30,sepsis,23,7,1,2,0,610.0,7.0,1,none,4
8505,referral_hospital,O2_0182,urban,248,1,1,1,1,PSA_plant_onsite,0,0,12.2,1,13,4,3,1,1,1,0,0,0,10,PSA_plant_breakdown,2023,4,52,COVID19_severe,0,52,0,19,24,693.0,4.0,1,grid_unreliable,16
8506,referral_hospital,O2_0107,peri_urban,266,1,1,1,1,oxygen_concentrator,5,4,15.5,1,8,3,4,0,1,0,0,1,0,0,not_applicable,2023,6,40,pneumonia_adult,24,16,1,5,0,995.0,3.0,1,grid_reliable,0
8507,referral_hospital,O2_0112,peri_urban,243,1,1,1,1,oxygen_concentrator,6,2,1.8,1,14,4,3,0,1,1,1,1,1,0,not_applicable,2024,11,42,heart_failure,31,11,1,4,0,970.0,63.0,1,generator_only,4
8508,referral_hospital,O2_0129,peri_urban,268,1,1,1,1,LOX_bulk_tank,0,0,0.7,1,8,4,8,0,1,1,0,1,1,0,not_applicable,2021,5,41,surgical_anaesthesia,27,14,0,3,0,857.0,2.0,1,grid_unreliable,9
8509,referral_hospital,O2_0044,urban,242,1,1,1,1,cylinder_piped,3,1,0.3,1,12,7,0,0,1,1,0,1,1,0,not_applicable,2023,2,41,COPD_exacerbation,23,18,1,5,0,1093.0,9.0,1,grid_unreliable,0
8510,referral_hospital,O2_0088,urban,248,1,1,1,1,oxygen_concentrator,5,2,5.1,1,13,4,3,0,1,1,1,1,0,0,not_applicable,2022,8,41,pneumonia_child,28,13,1,6,0,1017.0,12.0,1,solar,0
8511,referral_hospital,O2_0002,peri_urban,337,1,1,1,1,LOX_bulk_tank,0,0,2.3,1,14,13,19,0,1,1,1,0,0,10,demand_surge,2024,3,30,neonatal_respiratory,0,30,0,11,5,632.0,92.0,1,solar,1
8512,referral_hospital,O2_0144,rural,224,1,1,1,1,PSA_plant_onsite,0,0,0.7,1,8,7,1,1,1,1,1,1,1,0,not_applicable,2022,4,47,heart_failure,42,5,1,2,0,858.0,30.0,1,solar,8
8513,referral_hospital,O2_0140,urban,255,1,1,1,1,oxygen_concentrator,5,3,0.1,1,10,7,9,0,1,1,1,1,1,8,cylinder_delivery_delay,2023,11,44,neonatal_respiratory,28,16,0,6,0,894.0,16.0,1,grid_reliable,10
8514,referral_hospital,O2_0034,urban,246,1,1,1,1,LOX_bulk_tank,0,0,0.8,1,8,4,0,0,1,1,0,1,0,0,not_applicable,2024,4,44,COVID19_severe,44,0,1,0,0,948.0,5.0,0,generator_only,0
8515,referral_hospital,O2_0183,urban,216,1,1,1,1,LOX_bulk_tank,0,0,1.6,1,9,4,6,0,1,1,1,1,1,9,concentrator_malfunction,2022,6,38,neonatal_respiratory,25,13,1,6,0,656.0,8.0,1,grid_reliable,0
8516,referral_hospital,O2_0050,peri_urban,290,1,1,1,1,LOX_bulk_tank,0,0,0.8,1,4,4,0,0,1,1,0,1,1,2,demand_surge,2024,9,42,surgical_anaesthesia,30,12,1,3,0,985.0,32.0,1,grid_reliable,0
8517,referral_hospital,O2_0120,peri_urban,263,1,1,1,1,PSA_plant_onsite,0,0,0.1,1,14,5,2,0,1,1,1,1,0,0,not_applicable,2021,5,24,pneumonia_child,20,4,1,1,0,747.0,2.0,1,grid_reliable,2
8518,referral_hospital,O2_0055,peri_urban,322,1,1,1,1,oxygen_concentrator,6,5,6.7,1,7,3,2,0,1,1,1,1,1,0,not_applicable,2022,9,45,heart_failure,40,5,0,0,0,690.0,18.0,1,grid_reliable,2
8519,referral_hospital,O2_0135,rural,222,1,1,1,1,cylinder_piped,0,0,3.5,1,9,5,0,0,1,1,1,1,1,0,not_applicable,2024,7,36,COPD_exacerbation,35,1,1,1,0,825.0,10.0,1,grid_unreliable,6
8520,referral_hospital,O2_0051,peri_urban,217,1,1,1,1,PSA_plant_onsite,6,1,4.3,1,11,2,1,0,1,0,0,1,1,0,not_applicable,2024,8,42,trauma,31,11,0,0,0,812.0,28.0,0,grid_unreliable,1
8521,referral_hospital,O2_0174,urban,246,1,1,1,1,LOX_bulk_tank,0,0,4.4,1,10,7,6,0,1,0,0,1,1,0,not_applicable,2024,6,32,COVID19_severe,26,6,1,2,0,631.0,35.0,1,grid_reliable,2
8522,referral_hospital,O2_0124,urban,295,1,1,1,1,LOX_bulk_tank,4,3,4.4,1,6,6,5,0,1,1,1,1,1,0,not_applicable,2024,2,30,severe_malaria,24,6,1,4,0,867.0,42.0,1,none,0
8523,referral_hospital,O2_0097,urban,151,1,1,1,1,PSA_plant_onsite,0,0,0.8,1,9,4,6,0,1,1,1,1,1,1,PSA_plant_breakdown,2022,3,36,COPD_exacerbation,35,1,0,1,0,896.0,13.0,1,grid_reliable,14
8524,referral_hospital,O2_0017,urban,224,1,1,1,1,LOX_bulk_tank,0,0,1.5,1,14,4,4,0,1,1,1,1,1,0,not_applicable,2024,11,49,other_hypoxemia,32,17,1,8,0,627.0,8.0,1,grid_unreliable,2
8525,referral_hospital,O2_0149,urban,228,1,1,1,1,cylinder_portable,0,0,2.0,1,12,4,3,0,1,0,0,1,1,4,PSA_plant_breakdown,2024,6,45,neonatal_respiratory,42,3,1,0,0,973.0,6.0,1,generator_only,15
8526,referral_hospital,O2_0138,peri_urban,298,1,1,1,1,LOX_bulk_tank,0,0,8.4,1,7,3,4,0,1,1,0,1,1,1,PSA_plant_breakdown,2022,1,30,COPD_exacerbation,18,12,1,3,0,691.0,3.0,1,grid_reliable,10
8527,referral_hospital,O2_0072,rural,232,1,1,1,1,LOX_bulk_tank,0,0,1.3,1,8,6,4,0,1,1,0,1,1,0,not_applicable,2023,4,40,surgical_anaesthesia,32,8,0,2,0,815.0,2.0,1,generator_only,9
8528,referral_hospital,O2_0192,urban,248,1,1,1,1,cylinder_piped,0,0,1.0,1,10,1,0,0,1,1,1,1,1,0,not_applicable,2022,8,47,neonatal_respiratory,31,16,1,5,0,832.0,15.0,1,grid_reliable,5
8529,referral_hospital,O2_0097,urban,204,1,1,1,1,oxygen_concentrator,3,1,0.8,1,8,7,3,0,1,0,0,0,0,17,PSA_plant_breakdown,2022,11,31,pneumonia_adult,0,31,0,15,9,582.0,15.0,1,grid_reliable,1
8530,referral_hospital,O2_0073,peri_urban,212,1,1,1,1,LOX_bulk_tank,2,1,0.8,1,9,5,8,0,1,1,0,1,1,0,not_applicable,2024,7,45,COVID19_severe,32,13,1,3,0,687.0,42.0,1,none,25
8531,referral_hospital,O2_0134,urban,245,1,1,1,1,LOX_bulk_tank,0,0,2.4,1,8,7,0,0,1,1,1,1,1,0,not_applicable,2023,7,37,pneumonia_adult,25,12,1,5,0,875.0,32.0,1,none,5
8532,referral_hospital,O2_0005,urban,321,1,1,1,1,cylinder_piped,0,0,2.1,1,18,7,4,0,1,1,1,1,1,5,piping_system_leak,2024,1,33,COVID19_severe,33,0,1,0,0,1032.0,7.0,1,grid_unreliable,3
8533,referral_hospital,O2_0134,urban,247,1,1,1,1,cylinder_piped,0,0,0.4,1,11,5,7,0,1,1,1,1,1,0,not_applicable,2024,8,33,severe_malaria,29,4,1,1,0,774.0,49.0,1,grid_unreliable,18
8534,referral_hospital,O2_0185,rural,222,1,1,1,1,PSA_plant_onsite,0,0,2.4,1,12,3,8,0,1,1,0,1,1,0,not_applicable,2022,12,42,COVID19_severe,32,10,1,6,0,911.0,22.0,1,solar,13
8535,referral_hospital,O2_0031,rural,298,1,1,1,1,cylinder_piped,0,0,2.4,1,10,8,1,0,1,1,1,1,1,2,power_outage,2023,1,46,COPD_exacerbation,44,2,1,0,0,806.0,37.0,1,grid_reliable,2
8536,referral_hospital,O2_0029,rural,236,1,1,1,1,LOX_bulk_tank,0,0,1.5,1,10,3,6,0,1,1,1,1,1,0,not_applicable,2023,12,31,trauma,20,11,1,8,0,741.0,11.0,0,grid_unreliable,10
8537,referral_hospital,O2_0138,rural,269,1,1,1,1,oxygen_concentrator,4,2,1.7,1,11,4,4,0,1,1,1,1,1,3,PSA_plant_breakdown,2022,5,38,surgical_anaesthesia,34,4,1,2,0,993.0,34.0,1,grid_reliable,4
8538,referral_hospital,O2_0171,urban,179,1,1,1,1,LOX_bulk_tank,3,2,1.3,1,6,3,4,0,1,1,0,1,1,0,not_applicable,2022,5,37,trauma,34,3,0,1,0,1075.0,3.0,1,grid_unreliable,9
8539,referral_hospital,O2_0047,rural,229,1,1,1,1,PSA_plant_onsite,0,0,11.5,1,12,4,7,1,1,1,1,1,1,0,not_applicable,2024,7,44,pneumonia_child,29,15,1,5,0,1085.0,22.0,1,grid_reliable,1
8540,referral_hospital,O2_0008,peri_urban,229,1,1,1,1,PSA_plant_onsite,0,0,0.0,1,9,7,4,1,1,1,0,1,1,0,not_applicable,2021,1,40,trauma,35,5,0,1,0,889.0,13.0,0,grid_unreliable,5
8541,referral_hospital,O2_0142,urban,209,1,1,1,1,cylinder_piped,0,0,3.7,1,8,3,2,0,1,1,1,1,0,13,power_outage,2023,1,44,COVID19_severe,43,1,0,0,0,922.0,6.0,1,grid_reliable,1
8542,referral_hospital,O2_0030,urban,336,1,1,1,1,LOX_bulk_tank,3,1,0.9,1,7,3,4,0,1,1,1,1,1,0,not_applicable,2024,4,32,COPD_exacerbation,27,5,1,2,0,1056.0,22.0,0,generator_only,6
8543,referral_hospital,O2_0170,peri_urban,286,1,1,1,1,oxygen_concentrator,5,3,2.9,1,7,2,4,0,1,0,0,1,1,2,demand_surge,2024,2,43,trauma,43,0,1,0,0,737.0,0.0,1,grid_reliable,8
8544,referral_hospital,O2_0094,urban,254,1,1,1,1,PSA_plant_onsite,0,0,1.0,1,9,2,7,1,1,1,1,1,1,13,demand_surge,2021,11,46,COVID19_severe,34,12,0,2,0,746.0,11.0,1,grid_reliable,4
8545,referral_hospital,O2_0181,rural,261,1,1,1,1,LOX_bulk_tank,0,0,0.4,1,9,4,3,0,1,1,0,1,0,0,not_applicable,2024,5,44,severe_malaria,31,13,0,2,0,782.0,1.0,1,generator_only,4
8546,referral_hospital,O2_0191,peri_urban,241,1,1,1,1,cylinder_piped,0,0,2.1,1,9,9,7,0,1,1,0,0,0,3,demand_surge,2024,7,37,pneumonia_child,0,37,0,13,3,896.0,21.0,1,grid_unreliable,3
8547,referral_hospital,O2_0098,rural,233,1,1,1,1,cylinder_portable,5,2,10.7,1,13,4,2,0,1,1,0,1,1,0,not_applicable,2024,5,37,neonatal_respiratory,26,11,1,4,0,882.0,32.0,1,grid_reliable,5
8548,referral_hospital,O2_0135,urban,274,1,1,1,1,oxygen_concentrator,6,4,0.9,1,6,2,0,0,1,1,0,0,0,6,no_oxygen_source,2024,6,37,pneumonia_child,0,37,0,10,9,615.0,8.0,1,solar,3
8549,referral_hospital,O2_0113,rural,275,1,1,1,1,cylinder_piped,0,0,4.4,1,10,8,4,0,1,1,1,1,1,0,not_applicable,2022,2,38,pneumonia_child,32,6,0,4,0,1193.0,7.0,1,solar,6
8550,referral_hospital,O2_0065,urban,198,1,1,1,1,PSA_plant_onsite,0,0,0.2,1,12,4,7,1,1,0,0,1,1,0,not_applicable,2023,3,45,asthma_severe,39,6,1,2,0,1043.0,2.0,1,generator_only,0
8551,referral_hospital,O2_0064,urban,322,1,1,1,1,cylinder_portable,0,0,0.2,1,7,2,3,0,1,1,1,1,0,0,not_applicable,2022,1,43,pneumonia_child,29,14,1,5,0,649.0,4.0,1,grid_reliable,0
8552,referral_hospital,O2_0105,rural,246,1,1,1,1,oxygen_concentrator,5,2,0.9,1,9,2,4,0,1,1,0,1,0,0,not_applicable,2022,11,50,pneumonia_child,37,13,1,3,0,462.0,63.0,1,grid_reliable,2
8553,referral_hospital,O2_0043,peri_urban,225,1,1,1,1,cylinder_piped,0,0,1.6,1,8,6,0,0,1,1,1,1,0,0,not_applicable,2023,4,32,pneumonia_child,25,7,0,1,0,982.0,6.0,1,grid_reliable,2
8554,referral_hospital,O2_0088,urban,286,1,1,1,1,LOX_bulk_tank,0,0,0.5,1,11,3,0,0,1,1,0,1,1,0,not_applicable,2024,6,46,pneumonia_child,29,17,1,6,0,647.0,22.0,1,grid_reliable,0
8555,referral_hospital,O2_0050,rural,253,1,1,1,1,PSA_plant_onsite,0,0,0.9,1,12,2,10,0,1,0,0,1,1,0,not_applicable,2023,9,32,COVID19_severe,28,4,1,2,0,690.0,1.0,1,grid_reliable,5
8556,referral_hospital,O2_0169,urban,213,1,1,1,1,cylinder_piped,0,0,4.2,1,14,5,7,0,1,1,1,1,1,4,PSA_plant_breakdown,2022,4,36,neonatal_respiratory,35,1,0,0,0,761.0,2.0,1,none,9
8557,referral_hospital,O2_0148,urban,257,1,1,1,1,LOX_bulk_tank,0,0,1.3,1,12,2,1,0,1,1,1,1,1,9,power_outage,2022,2,36,neonatal_respiratory,26,10,1,3,0,901.0,31.0,1,grid_unreliable,2
8558,referral_hospital,O2_0076,peri_urban,302,1,1,1,1,cylinder_piped,0,0,2.7,1,14,4,3,0,1,0,0,1,1,3,supplier_stockout,2024,11,37,severe_malaria,37,0,1,0,0,594.0,2.0,1,grid_reliable,1
8559,referral_hospital,O2_0118,urban,268,1,1,1,1,PSA_plant_onsite,0,0,0.8,1,8,8,4,0,1,1,1,1,1,7,demand_surge,2024,8,28,surgical_anaesthesia,12,16,1,6,0,1046.0,9.0,1,grid_unreliable,4
8560,referral_hospital,O2_0160,peri_urban,309,1,1,1,1,cylinder_piped,0,0,4.7,1,13,4,7,0,1,0,0,1,1,0,not_applicable,2024,5,44,pneumonia_child,20,24,0,13,0,679.0,2.0,1,solar,1
8561,referral_hospital,O2_0125,peri_urban,211,1,1,1,1,oxygen_concentrator,3,2,0.0,1,7,6,0,0,1,1,0,1,1,0,not_applicable,2024,12,40,pneumonia_adult,36,4,1,1,0,765.0,30.0,0,grid_unreliable,1
8562,referral_hospital,O2_0043,peri_urban,220,1,1,1,1,oxygen_concentrator,6,4,4.4,1,7,5,5,0,1,0,0,0,0,14,concentrator_malfunction,2022,3,44,pneumonia_child,0,44,0,15,14,962.0,12.0,1,grid_reliable,2
8563,referral_hospital,O2_0075,rural,295,1,1,1,1,cylinder_piped,0,0,4.2,1,10,4,1,0,1,1,1,1,1,0,not_applicable,2023,9,34,asthma_severe,25,9,1,2,0,781.0,7.0,1,grid_unreliable,1
8564,referral_hospital,O2_0162,urban,219,1,1,1,1,cylinder_piped,0,0,6.0,1,13,5,0,0,1,1,0,1,1,0,not_applicable,2024,10,39,other_hypoxemia,22,17,1,9,0,760.0,41.0,1,generator_only,8
8565,referral_hospital,O2_0194,urban,210,1,1,1,1,LOX_bulk_tank,0,0,3.5,1,11,6,2,0,1,1,0,1,0,0,not_applicable,2022,8,46,heart_failure,46,0,1,0,0,963.0,26.0,1,grid_reliable,1
8566,referral_hospital,O2_0165,peri_urban,227,1,1,1,1,PSA_plant_onsite,4,2,2.4,1,10,6,10,1,1,1,0,1,1,0,not_applicable,2023,10,35,COPD_exacerbation,28,7,0,4,0,804.0,18.0,1,solar,2
8567,referral_hospital,O2_0154,peri_urban,304,1,1,1,1,cylinder_portable,0,0,1.3,1,12,8,0,0,1,1,1,1,1,0,not_applicable,2021,11,41,neonatal_respiratory,30,11,1,5,0,907.0,28.0,1,grid_unreliable,0
8568,referral_hospital,O2_0180,peri_urban,282,1,1,1,1,cylinder_portable,0,0,0.5,1,9,5,0,0,1,1,1,1,1,0,not_applicable,2022,8,41,pneumonia_adult,36,5,1,2,0,974.0,4.0,1,grid_reliable,5
8569,referral_hospital,O2_0002,urban,173,1,1,1,1,PSA_plant_onsite,0,0,0.1,1,10,7,10,1,1,1,1,1,1,1,regulator_valve_failure,2024,5,43,surgical_anaesthesia,33,10,1,3,0,1035.0,16.0,1,grid_unreliable,6
8570,referral_hospital,O2_0092,peri_urban,259,1,1,1,1,PSA_plant_onsite,0,0,0.1,1,14,5,1,0,1,1,1,1,1,0,not_applicable,2023,3,36,sepsis,34,2,1,0,0,752.0,18.0,1,grid_unreliable,0
8571,referral_hospital,O2_0105,peri_urban,242,1,1,1,1,LOX_bulk_tank,0,0,1.3,1,7,4,0,0,1,1,1,1,1,0,not_applicable,2023,2,51,pneumonia_child,50,1,1,0,0,799.0,5.0,0,grid_reliable,9
8572,referral_hospital,O2_0186,urban,186,1,1,1,1,oxygen_concentrator,11,10,3.7,1,13,1,2,0,1,1,0,1,1,0,not_applicable,2023,3,41,pneumonia_child,32,9,0,5,0,1105.0,17.0,1,grid_unreliable,9
8573,referral_hospital,O2_0173,urban,268,1,1,1,1,LOX_bulk_tank,0,0,3.7,1,14,1,0,0,1,1,1,1,1,0,not_applicable,2023,9,48,COPD_exacerbation,31,17,0,6,0,889.0,11.0,0,solar,0
8574,referral_hospital,O2_0039,urban,240,1,1,1,1,PSA_plant_onsite,0,0,3.4,1,8,5,2,0,1,1,1,1,1,0,not_applicable,2023,11,35,COPD_exacerbation,23,12,1,4,0,717.0,4.0,1,grid_unreliable,13
8575,referral_hospital,O2_0097,urban,273,1,1,1,1,LOX_bulk_tank,0,0,1.0,1,9,8,9,0,1,0,0,1,1,0,not_applicable,2023,8,39,trauma,30,9,0,2,0,1064.0,14.0,1,generator_only,16
8576,referral_hospital,O2_0090,peri_urban,224,1,1,1,1,oxygen_concentrator,5,5,5.5,1,9,3,1,0,1,1,1,1,1,0,not_applicable,2022,6,42,sepsis,31,11,1,4,0,423.0,24.0,1,generator_only,4
8577,referral_hospital,O2_0041,peri_urban,251,1,1,1,1,cylinder_piped,0,0,0.3,1,7,1,5,0,1,1,1,1,1,0,not_applicable,2024,3,36,COVID19_severe,33,3,1,1,0,813.0,31.0,1,grid_reliable,6
8578,referral_hospital,O2_0153,urban,173,1,1,1,1,cylinder_piped,0,0,5.4,1,5,3,17,0,1,1,1,1,1,7,demand_surge,2022,12,45,pneumonia_adult,34,11,1,5,0,902.0,6.0,1,grid_unreliable,0
8579,referral_hospital,O2_0085,peri_urban,281,1,1,1,1,LOX_bulk_tank,0,0,4.5,1,10,6,0,0,1,1,1,0,0,23,demand_surge,2021,10,51,pneumonia_child,0,51,0,19,0,613.0,9.0,1,grid_unreliable,4
8580,referral_hospital,O2_0133,urban,243,1,1,1,1,cylinder_piped,0,0,6.8,1,6,7,0,0,1,1,1,1,0,3,cylinder_delivery_delay,2023,9,31,pneumonia_adult,27,4,1,3,0,813.0,5.0,1,grid_reliable,1
8581,referral_hospital,O2_0115,peri_urban,215,1,1,1,1,LOX_bulk_tank,4,2,0.7,1,13,6,7,0,1,1,1,0,0,19,cylinder_delivery_delay,2022,5,49,pneumonia_child,0,49,0,20,0,653.0,2.0,1,grid_reliable,6
8582,referral_hospital,O2_0192,urban,229,1,1,1,1,oxygen_concentrator,3,2,0.4,1,14,6,0,0,1,1,1,0,0,5,supplier_stockout,2022,2,49,pneumonia_adult,0,49,0,18,11,964.0,6.0,0,generator_only,7
8583,referral_hospital,O2_0025,urban,280,1,1,1,1,cylinder_piped,0,0,1.2,1,8,4,4,0,1,1,1,1,0,0,not_applicable,2022,8,31,heart_failure,16,15,1,4,0,714.0,21.0,1,generator_only,13
8584,referral_hospital,O2_0113,peri_urban,298,1,1,1,1,cylinder_piped,4,2,0.5,1,11,8,4,0,1,1,0,1,0,0,not_applicable,2024,3,56,sepsis,40,16,0,7,0,533.0,5.0,0,grid_reliable,6
8585,referral_hospital,O2_0046,urban,272,1,1,1,1,LOX_bulk_tank,0,0,9.3,1,9,3,2,0,1,1,1,1,1,1,supplier_stockout,2023,3,41,trauma,27,14,0,4,0,1025.0,8.0,1,grid_reliable,0
8586,referral_hospital,O2_0063,rural,287,1,1,1,1,LOX_bulk_tank,0,0,0.8,1,10,3,1,0,1,1,0,1,1,0,not_applicable,2024,2,40,trauma,35,5,1,3,0,638.0,9.0,1,grid_unreliable,0
8587,referral_hospital,O2_0051,rural,292,1,1,1,1,PSA_plant_onsite,0,0,1.5,1,5,6,1,1,1,1,0,1,1,0,not_applicable,2024,5,38,COVID19_severe,34,4,0,0,0,966.0,1.0,1,grid_unreliable,5
8588,referral_hospital,O2_0119,peri_urban,217,1,1,1,1,cylinder_piped,0,0,1.8,1,12,2,2,0,1,1,1,0,0,10,PSA_plant_breakdown,2024,7,23,pneumonia_child,0,23,0,5,9,755.0,3.0,1,grid_reliable,2
8589,referral_hospital,O2_0023,rural,269,1,1,1,1,cylinder_piped,10,8,11.3,1,6,4,2,0,1,1,1,0,0,8,piping_system_leak,2024,1,33,other_hypoxemia,0,33,0,13,11,833.0,37.0,0,grid_reliable,1
8590,referral_hospital,O2_0067,urban,213,1,1,1,1,cylinder_piped,0,0,9.6,1,6,8,5,0,1,1,1,1,1,0,not_applicable,2024,5,37,severe_malaria,27,10,1,3,0,886.0,4.0,1,grid_unreliable,5
8591,referral_hospital,O2_0131,peri_urban,281,1,1,1,1,PSA_plant_onsite,0,0,1.7,1,9,3,2,0,1,1,0,1,1,0,not_applicable,2023,5,44,pneumonia_child,37,7,1,4,0,884.0,19.0,1,grid_unreliable,5
8592,referral_hospital,O2_0060,urban,238,1,1,1,1,cylinder_portable,0,0,2.1,1,8,10,13,0,1,1,0,1,1,0,not_applicable,2023,2,45,pneumonia_adult,16,29,0,4,0,820.0,22.0,0,solar,2
8593,referral_hospital,O2_0070,urban,261,1,1,1,1,PSA_plant_onsite,0,0,4.3,1,9,3,0,1,1,1,1,1,0,1,demand_surge,2024,12,61,trauma,43,18,0,9,0,736.0,21.0,1,none,11
8594,referral_hospital,O2_0034,peri_urban,243,1,1,1,1,PSA_plant_onsite,0,0,3.8,1,9,4,4,0,1,1,1,1,1,0,not_applicable,2023,10,44,pneumonia_adult,27,17,0,4,0,617.0,52.0,1,grid_reliable,1
8595,referral_hospital,O2_0113,rural,261,1,1,1,1,LOX_bulk_tank,0,0,1.5,1,11,1,10,0,1,1,1,1,0,0,not_applicable,2022,2,41,severe_malaria,27,14,1,1,0,1038.0,21.0,1,grid_unreliable,0
8596,referral_hospital,O2_0095,urban,198,1,1,1,1,oxygen_concentrator,6,4,16.7,1,8,3,2,0,1,0,0,0,0,30,piping_system_leak,2024,9,40,COVID19_severe,0,40,0,16,5,657.0,6.0,1,grid_reliable,8
8597,referral_hospital,O2_0196,urban,259,1,1,1,1,PSA_plant_onsite,0,0,0.9,1,15,7,12,1,1,1,1,1,1,0,not_applicable,2024,11,35,severe_malaria,28,7,1,3,0,660.0,14.0,1,generator_only,7
8598,referral_hospital,O2_0036,urban,180,1,1,1,1,LOX_bulk_tank,0,0,5.5,1,12,4,0,0,1,1,1,0,0,2,supplier_stockout,2023,10,30,neonatal_respiratory,0,30,0,7,21,765.0,20.0,0,solar,0
8599,referral_hospital,O2_0024,urban,222,1,1,1,1,LOX_bulk_tank,0,0,2.9,1,13,7,3,0,1,1,1,1,0,0,not_applicable,2024,7,37,other_hypoxemia,20,17,1,7,0,817.0,46.0,1,grid_unreliable,2
8600,referral_hospital,O2_0066,urban,310,1,1,1,1,cylinder_piped,3,2,3.4,1,8,6,4,0,1,1,1,1,1,0,not_applicable,2024,7,30,pneumonia_adult,25,5,0,0,0,944.0,29.0,1,grid_reliable,2
8601,referral_hospital,O2_0011,peri_urban,306,1,1,1,1,PSA_plant_onsite,0,0,2.7,1,9,7,8,0,1,1,1,0,0,22,regulator_valve_failure,2022,8,38,COVID19_severe,0,38,0,14,11,704.0,15.0,1,grid_reliable,2
8602,referral_hospital,O2_0133,urban,243,1,1,1,1,PSA_plant_onsite,0,0,0.1,1,16,5,2,1,1,1,1,1,0,0,not_applicable,2023,9,37,pneumonia_child,33,4,0,2,0,616.0,7.0,1,none,12
8603,referral_hospital,O2_0145,peri_urban,188,1,1,1,1,LOX_bulk_tank,3,2,4.0,1,8,5,3,0,1,1,1,1,1,0,not_applicable,2023,9,35,COVID19_severe,17,18,1,10,0,571.0,15.0,0,solar,3
8604,referral_hospital,O2_0123,urban,257,1,1,1,1,PSA_plant_onsite,0,0,0.7,1,4,3,5,0,1,1,1,0,0,30,PSA_plant_breakdown,2024,6,38,pneumonia_child,0,38,0,12,8,676.0,10.0,1,grid_reliable,1
8605,referral_hospital,O2_0008,rural,328,1,1,1,1,cylinder_piped,0,0,2.3,1,10,6,3,0,1,0,0,1,1,0,not_applicable,2022,5,42,pneumonia_adult,16,26,1,8,0,743.0,5.0,1,none,7
8606,referral_hospital,O2_0154,urban,191,1,1,1,1,oxygen_concentrator,9,7,1.8,1,4,1,4,0,1,1,1,1,1,13,PSA_plant_breakdown,2023,10,44,severe_malaria,44,0,1,0,0,665.0,2.0,1,grid_unreliable,9
8607,referral_hospital,O2_0016,urban,271,1,1,1,1,cylinder_piped,0,0,1.8,1,12,5,0,0,1,0,0,1,1,1,cylinder_delivery_delay,2022,10,43,pneumonia_child,39,4,1,1,0,959.0,37.0,0,generator_only,0
8608,referral_hospital,O2_0164,urban,216,1,1,1,1,cylinder_piped,0,0,1.8,1,15,4,4,0,1,1,0,1,1,0,not_applicable,2022,9,35,surgical_anaesthesia,27,8,1,0,0,1317.0,7.0,1,none,9
8609,referral_hospital,O2_0035,peri_urban,280,1,1,1,1,oxygen_concentrator,6,4,2.1,1,7,6,7,0,1,1,1,1,0,0,not_applicable,2024,10,46,surgical_anaesthesia,46,0,0,0,0,773.0,38.0,1,solar,14
8610,referral_hospital,O2_0181,urban,360,1,1,1,1,LOX_bulk_tank,0,0,4.3,1,14,8,12,0,1,1,1,1,1,0,not_applicable,2022,1,39,COPD_exacerbation,29,10,0,3,0,558.0,2.0,1,grid_reliable,4
8611,referral_hospital,O2_0068,urban,247,1,1,1,1,LOX_bulk_tank,0,0,0.5,1,9,2,7,0,1,1,1,1,1,0,not_applicable,2024,8,32,surgical_anaesthesia,22,10,1,1,0,812.0,23.0,1,grid_unreliable,0
8612,referral_hospital,O2_0081,rural,216,1,1,1,1,PSA_plant_onsite,4,2,7.3,1,5,6,0,0,1,1,1,1,1,0,not_applicable,2024,11,44,heart_failure,40,4,1,0,0,875.0,26.0,1,grid_unreliable,5
8613,referral_hospital,O2_0016,peri_urban,314,1,1,1,1,PSA_plant_onsite,2,1,2.0,1,12,5,21,0,1,0,0,0,0,15,demand_surge,2021,2,53,severe_malaria,0,53,0,16,2,700.0,5.0,1,grid_unreliable,1
8614,referral_hospital,O2_0038,urban,266,1,1,1,1,LOX_bulk_tank,0,0,1.0,1,12,8,1,0,1,1,1,1,1,0,not_applicable,2021,1,26,COPD_exacerbation,23,3,0,2,0,940.0,0.0,1,grid_reliable,10
8615,referral_hospital,O2_0131,urban,325,1,1,1,1,cylinder_piped,0,0,7.0,1,8,8,33,0,1,1,1,1,1,0,not_applicable,2024,10,42,asthma_severe,34,8,1,5,0,997.0,13.0,1,grid_reliable,1
8616,referral_hospital,O2_0096,urban,270,1,1,1,1,LOX_bulk_tank,0,0,1.9,1,12,4,17,0,1,0,0,1,1,0,not_applicable,2023,11,49,COVID19_severe,44,5,1,2,0,730.0,8.0,1,grid_unreliable,3
8617,referral_hospital,O2_0058,peri_urban,292,1,1,1,1,LOX_bulk_tank,0,0,4.9,1,9,6,13,0,1,0,0,1,1,0,not_applicable,2024,4,42,COVID19_severe,30,12,0,6,0,704.0,2.0,1,generator_only,0
8618,referral_hospital,O2_0084,urban,259,1,1,1,1,PSA_plant_onsite,0,0,0.7,1,14,7,0,1,1,1,1,1,1,0,not_applicable,2021,3,36,trauma,19,17,0,3,0,554.0,12.0,0,grid_reliable,2
8619,referral_hospital,O2_0190,rural,260,1,1,1,1,LOX_bulk_tank,0,0,1.5,1,9,1,8,0,1,0,0,0,0,10,concentrator_malfunction,2024,9,28,neonatal_respiratory,0,28,0,7,5,807.0,3.0,1,generator_only,8
8620,referral_hospital,O2_0079,urban,238,1,1,1,1,PSA_plant_onsite,0,0,0.5,1,12,5,4,1,1,1,0,0,0,2,concentrator_malfunction,2021,8,31,pneumonia_adult,0,31,0,17,3,617.0,54.0,1,grid_reliable,2
8621,referral_hospital,O2_0170,urban,181,1,1,1,1,oxygen_concentrator,9,5,1.0,1,2,5,1,0,1,1,1,1,1,0,not_applicable,2024,6,45,heart_failure,21,24,1,11,0,1020.0,7.0,1,grid_reliable,7
8622,referral_hospital,O2_0174,urban,182,1,1,1,1,oxygen_concentrator,7,6,1.7,1,9,5,6,0,1,1,1,1,0,0,not_applicable,2023,4,47,trauma,29,18,1,5,0,590.0,16.0,1,grid_reliable,1
8623,referral_hospital,O2_0196,peri_urban,199,1,1,1,1,oxygen_concentrator,2,1,0.3,1,8,4,0,0,1,1,1,1,1,0,not_applicable,2023,12,33,trauma,33,0,1,0,0,735.0,32.0,1,grid_reliable,1
8624,referral_hospital,O2_0179,urban,276,1,1,1,1,oxygen_concentrator,4,3,3.3,1,16,8,1,0,1,1,1,1,1,0,not_applicable,2021,8,43,neonatal_respiratory,43,0,0,0,0,1071.0,16.0,1,grid_unreliable,3
8625,referral_hospital,O2_0081,urban,279,1,1,1,1,PSA_plant_onsite,0,0,0.7,1,6,4,9,1,1,1,1,0,0,12,power_outage,2024,8,49,neonatal_respiratory,0,49,0,17,0,751.0,14.0,1,solar,0
8626,referral_hospital,O2_0040,urban,252,1,1,1,1,oxygen_concentrator,3,2,0.5,1,6,5,12,0,1,1,1,1,1,0,not_applicable,2022,7,42,sepsis,24,18,1,3,0,919.0,2.0,0,none,7
8627,referral_hospital,O2_0181,peri_urban,208,1,1,1,1,LOX_bulk_tank,0,0,1.0,1,12,1,7,0,1,1,1,1,0,1,empty_cylinders_not_collected,2021,1,49,pneumonia_child,41,8,1,2,0,1029.0,3.0,1,grid_reliable,4
8628,referral_hospital,O2_0007,urban,267,1,1,1,1,PSA_plant_onsite,0,0,2.7,1,9,5,7,1,1,1,0,0,0,2,empty_cylinders_not_collected,2023,2,33,pneumonia_child,0,33,0,10,12,709.0,3.0,1,generator_only,2
8629,referral_hospital,O2_0063,urban,279,1,1,1,1,oxygen_concentrator,7,3,1.4,1,9,7,1,0,1,1,1,1,0,0,not_applicable,2021,12,49,pneumonia_child,49,0,1,0,0,819.0,17.0,1,grid_reliable,0
8630,referral_hospital,O2_0047,urban,324,1,1,1,1,oxygen_concentrator,4,3,0.6,1,11,6,9,0,1,1,1,1,1,0,not_applicable,2022,8,48,pneumonia_adult,35,13,1,5,0,911.0,8.0,1,grid_unreliable,5
8631,referral_hospital,O2_0042,urban,200,1,1,1,1,LOX_bulk_tank,0,0,0.4,1,10,6,2,0,1,0,0,1,1,1,regulator_valve_failure,2024,6,41,pneumonia_adult,38,3,1,2,0,750.0,6.0,1,grid_unreliable,1
8632,referral_hospital,O2_0180,peri_urban,265,1,1,1,1,cylinder_piped,0,0,1.7,1,6,5,10,0,1,1,1,1,1,3,PSA_plant_breakdown,2021,8,47,COVID19_severe,47,0,1,0,0,886.0,8.0,1,grid_reliable,9
8633,referral_hospital,O2_0040,peri_urban,274,1,1,1,1,PSA_plant_onsite,3,1,0.2,1,14,9,10,0,1,0,0,0,0,20,supplier_stockout,2024,4,43,heart_failure,0,43,0,15,7,597.0,15.0,1,grid_unreliable,6
8634,referral_hospital,O2_0056,urban,212,1,1,1,1,LOX_bulk_tank,3,1,2.6,1,15,4,18,0,1,1,1,1,0,0,not_applicable,2024,5,41,surgical_anaesthesia,38,3,1,2,0,830.0,12.0,0,grid_unreliable,3
8635,referral_hospital,O2_0107,urban,260,1,1,1,1,PSA_plant_onsite,0,0,2.7,1,9,4,0,1,1,1,1,1,1,8,power_outage,2023,11,45,heart_failure,42,3,1,0,0,958.0,9.0,1,grid_unreliable,0
8636,referral_hospital,O2_0020,urban,301,1,1,1,1,LOX_bulk_tank,11,5,8.2,1,8,4,9,0,1,0,0,0,0,21,PSA_plant_breakdown,2021,7,35,pneumonia_adult,0,35,0,15,11,891.0,20.0,1,grid_unreliable,9
8637,referral_hospital,O2_0070,rural,322,1,1,1,1,oxygen_concentrator,8,7,1.2,1,8,2,5,0,1,1,1,1,1,0,not_applicable,2023,1,40,pneumonia_child,38,2,1,0,0,952.0,1.0,1,grid_unreliable,3
8638,referral_hospital,O2_0196,peri_urban,265,1,1,1,1,oxygen_concentrator,3,2,2.0,1,9,9,7,0,1,1,1,0,0,9,demand_surge,2021,8,35,severe_malaria,0,35,0,10,11,599.0,2.0,1,solar,5
8639,referral_hospital,O2_0197,rural,204,1,1,1,1,PSA_plant_onsite,0,0,4.0,1,10,4,1,1,1,1,0,1,1,0,not_applicable,2022,11,36,severe_malaria,21,15,1,4,0,861.0,36.0,0,grid_unreliable,1
8640,referral_hospital,O2_0006,urban,270,1,1,1,1,cylinder_piped,0,0,4.4,1,7,2,0,0,1,1,1,1,1,0,not_applicable,2024,3,45,neonatal_respiratory,40,5,1,2,0,981.0,3.0,1,none,5
8641,referral_hospital,O2_0142,urban,213,1,1,1,1,cylinder_piped,0,0,1.5,1,10,5,9,0,1,1,1,1,1,0,not_applicable,2023,11,46,sepsis,34,12,1,7,0,613.0,29.0,1,grid_reliable,13
8642,referral_hospital,O2_0035,urban,199,1,1,1,1,LOX_bulk_tank,0,0,0.1,1,13,6,12,0,1,0,0,1,1,0,not_applicable,2022,1,33,surgical_anaesthesia,21,12,1,7,0,821.0,5.0,1,grid_reliable,16
8643,referral_hospital,O2_0131,urban,243,1,1,1,1,cylinder_piped,0,0,5.0,1,9,6,7,0,1,1,1,1,0,0,not_applicable,2023,5,28,neonatal_respiratory,16,12,1,4,0,1019.0,13.0,1,grid_unreliable,0
8644,referral_hospital,O2_0160,urban,277,1,1,1,1,cylinder_piped,0,0,2.3,1,6,4,3,0,1,1,1,1,0,0,not_applicable,2024,5,44,heart_failure,42,2,1,0,0,843.0,3.0,1,grid_reliable,5
8645,referral_hospital,O2_0123,urban,293,1,1,1,1,PSA_plant_onsite,4,4,2.1,1,5,7,9,1,1,1,1,1,1,0,not_applicable,2023,8,48,severe_malaria,28,20,1,2,0,815.0,8.0,1,grid_reliable,4
8646,referral_hospital,O2_0100,urban,200,1,1,1,1,LOX_bulk_tank,0,0,3.2,1,11,1,8,0,1,1,1,1,1,0,not_applicable,2024,11,42,neonatal_respiratory,27,15,1,3,0,983.0,8.0,1,none,0
8647,referral_hospital,O2_0197,peri_urban,267,1,1,1,1,LOX_bulk_tank,0,0,6.1,1,12,4,0,0,1,1,0,1,1,0,not_applicable,2024,4,21,heart_failure,15,6,0,2,0,809.0,5.0,1,solar,14
8648,referral_hospital,O2_0058,rural,192,1,1,1,1,LOX_bulk_tank,0,0,6.3,1,11,12,6,0,1,1,0,1,0,0,not_applicable,2022,11,29,other_hypoxemia,27,2,1,1,0,977.0,14.0,1,grid_reliable,4
8649,referral_hospital,O2_0060,urban,209,1,1,1,1,oxygen_concentrator,4,2,1.9,1,7,2,6,0,1,1,1,1,1,0,not_applicable,2021,5,56,trauma,48,8,1,4,0,825.0,1.0,1,grid_unreliable,3
8650,referral_hospital,O2_0111,urban,257,1,1,1,1,cylinder_piped,5,4,2.0,1,10,4,0,0,1,1,1,1,1,0,not_applicable,2022,8,39,pneumonia_adult,37,2,1,1,0,648.0,11.0,1,grid_reliable,9
8651,referral_hospital,O2_0189,rural,237,1,1,1,1,cylinder_piped,0,0,7.3,1,9,2,1,0,1,1,1,1,1,10,demand_surge,2022,5,42,asthma_severe,36,6,0,0,0,1082.0,10.0,1,grid_unreliable,3
8652,referral_hospital,O2_0093,peri_urban,275,1,1,1,1,PSA_plant_onsite,0,0,1.8,1,12,6,2,0,1,1,1,1,1,0,not_applicable,2022,1,35,COVID19_severe,26,9,1,4,0,854.0,2.0,1,grid_reliable,1
8653,referral_hospital,O2_0162,rural,276,1,1,1,1,oxygen_concentrator,9,5,1.0,1,5,7,2,0,1,1,0,1,0,0,not_applicable,2022,10,34,neonatal_respiratory,29,5,0,2,0,917.0,2.0,1,solar,9
8654,referral_hospital,O2_0169,peri_urban,239,1,1,1,1,PSA_plant_onsite,0,0,0.9,1,17,3,3,1,1,1,1,0,0,13,funding_for_refill,2024,5,35,neonatal_respiratory,0,35,0,15,13,692.0,34.0,1,grid_reliable,3
8655,referral_hospital,O2_0035,urban,259,1,1,1,1,oxygen_concentrator,2,1,0.4,1,9,1,3,0,1,1,1,0,0,19,power_outage,2024,12,39,pneumonia_child,0,39,0,15,12,718.0,60.0,1,grid_unreliable,0
8656,referral_hospital,O2_0113,urban,247,1,1,1,1,cylinder_piped,0,0,4.8,1,12,7,4,0,1,1,1,1,1,0,not_applicable,2023,5,40,other_hypoxemia,39,1,1,0,0,753.0,3.0,0,grid_reliable,7
8657,referral_hospital,O2_0095,peri_urban,249,1,1,1,1,cylinder_portable,0,0,2.2,1,8,8,7,0,1,1,1,1,0,0,not_applicable,2024,5,35,neonatal_respiratory,23,12,1,4,0,526.0,5.0,1,grid_unreliable,2
8658,referral_hospital,O2_0160,urban,241,1,1,1,1,cylinder_piped,0,0,5.4,1,8,6,5,0,1,1,1,1,1,0,not_applicable,2021,8,51,asthma_severe,40,11,0,5,0,822.0,77.0,0,grid_reliable,22
8659,referral_hospital,O2_0036,urban,273,1,1,1,1,PSA_plant_onsite,0,0,0.1,1,9,7,2,0,1,1,1,1,1,1,piping_system_leak,2021,12,41,pneumonia_adult,20,21,1,5,0,908.0,8.0,1,grid_reliable,5
8660,referral_hospital,O2_0157,rural,247,1,1,1,1,LOX_bulk_tank,4,3,1.4,1,8,3,2,0,1,1,1,0,0,15,PSA_plant_breakdown,2023,2,52,COVID19_severe,0,52,0,24,19,862.0,8.0,1,grid_reliable,2
8661,referral_hospital,O2_0064,rural,222,1,1,1,1,LOX_bulk_tank,0,0,1.5,1,13,6,2,0,1,1,1,1,0,0,not_applicable,2021,3,41,severe_malaria,23,18,0,6,0,1077.0,5.0,1,grid_unreliable,3
8662,referral_hospital,O2_0160,urban,313,1,1,1,1,LOX_bulk_tank,0,0,0.3,1,10,6,3,0,1,1,1,1,1,1,PSA_plant_breakdown,2023,11,31,pneumonia_child,31,0,1,0,0,651.0,16.0,1,grid_unreliable,7
8663,referral_hospital,O2_0022,urban,257,1,1,1,1,LOX_bulk_tank,7,4,1.1,1,10,7,1,0,1,1,1,1,1,0,not_applicable,2024,9,30,COVID19_severe,24,6,1,2,0,639.0,2.0,1,grid_unreliable,2
8664,referral_hospital,O2_0030,peri_urban,286,1,1,1,1,cylinder_portable,4,3,2.4,1,11,7,3,0,1,1,1,1,1,2,power_outage,2022,3,47,COPD_exacerbation,47,0,0,0,0,861.0,17.0,1,grid_unreliable,4
8665,referral_hospital,O2_0070,peri_urban,241,1,1,1,1,PSA_plant_onsite,0,0,3.3,1,5,4,15,1,1,1,1,1,1,0,not_applicable,2024,3,33,trauma,29,4,1,3,0,682.0,23.0,1,grid_unreliable,2
8666,referral_hospital,O2_0189,rural,238,1,1,1,1,PSA_plant_onsite,6,4,1.0,1,13,1,0,1,1,1,1,0,0,15,empty_cylinders_not_collected,2021,10,45,asthma_severe,0,45,0,20,11,977.0,7.0,0,generator_only,1
8667,referral_hospital,O2_0176,urban,231,1,1,1,1,cylinder_piped,8,5,6.2,1,10,8,0,0,1,1,1,1,1,2,concentrator_malfunction,2024,3,45,sepsis,29,16,1,4,0,813.0,47.0,1,grid_reliable,1
8668,referral_hospital,O2_0176,rural,164,1,1,1,1,LOX_bulk_tank,0,0,21.4,1,13,7,5,0,1,1,1,1,1,1,cylinder_delivery_delay,2023,11,40,pneumonia_child,37,3,1,0,0,994.0,13.0,0,grid_reliable,1
8669,referral_hospital,O2_0004,urban,296,1,1,1,1,LOX_bulk_tank,4,1,1.4,1,8,10,3,0,1,1,0,1,0,0,not_applicable,2024,5,43,COVID19_severe,43,0,1,0,0,693.0,5.0,1,solar,8
8670,referral_hospital,O2_0170,urban,211,1,1,1,1,LOX_bulk_tank,0,0,0.7,1,6,2,1,0,1,1,1,1,1,0,not_applicable,2023,2,43,surgical_anaesthesia,35,8,0,2,0,1165.0,0.0,0,grid_unreliable,10
8671,referral_hospital,O2_0110,urban,245,1,1,1,1,cylinder_piped,0,0,4.6,1,8,3,4,0,1,1,1,1,1,0,not_applicable,2024,8,38,surgical_anaesthesia,19,19,1,8,0,774.0,1.0,1,grid_reliable,2
8672,referral_hospital,O2_0066,urban,279,1,1,1,1,PSA_plant_onsite,0,0,4.9,1,5,3,5,0,1,1,1,1,1,6,PSA_plant_breakdown,2023,2,36,COVID19_severe,21,15,0,7,0,659.0,50.0,1,solar,2
8673,referral_hospital,O2_0045,urban,260,1,1,1,1,PSA_plant_onsite,0,0,0.9,1,15,7,13,0,1,1,1,1,1,0,not_applicable,2023,1,39,severe_malaria,33,6,0,2,0,676.0,14.0,1,grid_unreliable,15
8674,referral_hospital,O2_0029,peri_urban,298,1,1,1,1,PSA_plant_onsite,0,0,1.0,1,8,9,1,1,1,1,0,1,1,3,cylinder_delivery_delay,2023,8,37,severe_malaria,24,13,0,5,0,796.0,1.0,1,grid_unreliable,7
8675,referral_hospital,O2_0172,urban,217,1,1,1,1,PSA_plant_onsite,0,0,0.4,1,10,9,3,1,1,1,1,1,0,1,demand_surge,2022,6,42,pneumonia_adult,28,14,1,3,0,716.0,0.0,1,grid_reliable,0
8676,referral_hospital,O2_0077,peri_urban,250,1,1,1,1,LOX_bulk_tank,0,0,1.3,1,9,3,5,0,1,1,0,1,1,2,PSA_plant_breakdown,2023,2,41,trauma,36,5,0,3,0,893.0,33.0,1,grid_unreliable,15
8677,referral_hospital,O2_0040,rural,285,1,1,1,1,cylinder_piped,0,0,0.2,1,12,4,0,0,1,0,0,1,1,0,not_applicable,2022,10,36,trauma,27,9,1,5,0,1012.0,2.0,1,grid_reliable,0
8678,referral_hospital,O2_0061,peri_urban,256,1,1,1,1,oxygen_concentrator,5,2,6.8,1,7,1,7,0,1,1,0,0,0,15,power_outage,2023,5,41,pneumonia_adult,0,41,0,12,19,793.0,4.0,1,grid_unreliable,7
8679,referral_hospital,O2_0179,rural,231,1,1,1,1,PSA_plant_onsite,0,0,3.4,1,14,7,0,1,1,1,1,0,0,17,cylinder_delivery_delay,2024,3,48,pneumonia_adult,0,48,0,17,14,959.0,17.0,1,grid_reliable,9
8680,referral_hospital,O2_0148,peri_urban,229,1,1,1,1,PSA_plant_onsite,0,0,4.4,1,11,6,3,1,1,1,0,1,0,0,not_applicable,2021,11,45,neonatal_respiratory,34,11,1,1,0,846.0,36.0,1,generator_only,1
8681,referral_hospital,O2_0161,peri_urban,298,1,1,1,1,cylinder_piped,0,0,2.0,1,9,6,4,0,1,1,0,0,0,1,empty_cylinders_not_collected,2024,2,35,asthma_severe,0,35,0,11,17,902.0,5.0,1,generator_only,8
8682,referral_hospital,O2_0050,urban,176,1,1,1,1,cylinder_piped,0,0,0.9,1,10,6,15,0,1,0,0,1,1,0,not_applicable,2021,8,35,heart_failure,30,5,1,1,0,1015.0,1.0,1,solar,2
8683,referral_hospital,O2_0167,urban,201,1,1,1,1,oxygen_concentrator,6,5,1.2,1,11,1,0,0,1,1,1,0,0,26,concentrator_malfunction,2023,6,39,COVID19_severe,0,39,0,13,14,810.0,7.0,1,generator_only,6
8684,referral_hospital,O2_0079,urban,292,1,1,1,1,oxygen_concentrator,4,3,0.2,1,7,4,0,0,1,0,0,1,1,2,piping_system_leak,2024,3,38,pneumonia_child,18,20,1,5,0,920.0,42.0,1,grid_reliable,3
8685,referral_hospital,O2_0165,urban,269,1,1,1,1,LOX_bulk_tank,5,4,2.6,1,7,5,3,0,1,1,1,1,1,0,not_applicable,2024,7,41,other_hypoxemia,32,9,1,2,0,995.0,5.0,1,grid_reliable,8
8686,referral_hospital,O2_0106,urban,161,1,1,1,1,PSA_plant_onsite,0,0,2.0,1,11,5,15,0,1,1,1,1,1,0,not_applicable,2023,4,38,asthma_severe,36,2,0,1,0,737.0,11.0,1,solar,0
8687,referral_hospital,O2_0083,peri_urban,211,1,1,1,1,PSA_plant_onsite,0,0,8.3,1,8,0,2,0,1,0,0,1,1,0,not_applicable,2023,5,49,COPD_exacerbation,42,7,0,1,0,1088.0,7.0,1,generator_only,0
8688,referral_hospital,O2_0163,peri_urban,247,1,1,1,1,LOX_bulk_tank,0,0,27.6,1,8,3,1,0,1,1,0,1,1,0,not_applicable,2022,6,36,heart_failure,32,4,1,2,0,478.0,9.0,1,generator_only,4
8689,referral_hospital,O2_0115,peri_urban,222,1,1,1,1,PSA_plant_onsite,6,6,0.8,1,15,1,10,0,1,1,0,1,1,0,not_applicable,2021,5,43,severe_malaria,31,12,0,5,0,927.0,11.0,1,grid_unreliable,10
8690,referral_hospital,O2_0066,rural,244,1,1,1,1,cylinder_piped,0,0,1.8,1,6,6,1,0,1,0,0,1,1,0,not_applicable,2021,1,44,neonatal_respiratory,30,14,1,4,0,916.0,16.0,1,grid_reliable,5
8691,referral_hospital,O2_0100,peri_urban,273,1,1,1,1,cylinder_piped,0,0,7.1,1,10,2,1,0,1,0,0,0,0,1,PSA_plant_breakdown,2023,7,40,neonatal_respiratory,0,40,0,20,17,866.0,6.0,1,grid_reliable,2
8692,referral_hospital,O2_0059,urban,254,1,1,1,1,cylinder_piped,5,4,3.1,1,12,2,1,0,1,1,1,1,0,1,PSA_plant_breakdown,2021,8,43,other_hypoxemia,36,7,1,1,0,863.0,12.0,1,grid_unreliable,9
8693,referral_hospital,O2_0044,urban,152,1,1,1,1,LOX_bulk_tank,0,0,3.6,1,11,7,3,0,1,0,0,0,0,3,power_outage,2023,3,39,neonatal_respiratory,0,39,0,14,12,711.0,25.0,0,grid_reliable,0
8694,referral_hospital,O2_0076,peri_urban,350,1,1,1,1,cylinder_piped,7,0,3.1,1,8,4,6,0,1,1,0,0,0,8,power_outage,2022,5,40,surgical_anaesthesia,0,40,0,12,14,773.0,7.0,0,grid_unreliable,0
8695,referral_hospital,O2_0045,peri_urban,344,1,1,1,1,PSA_plant_onsite,0,0,8.9,1,12,8,0,1,1,1,1,1,1,0,not_applicable,2024,12,45,pneumonia_child,43,2,1,1,0,772.0,33.0,1,solar,0
8696,referral_hospital,O2_0030,peri_urban,273,1,1,1,1,oxygen_concentrator,5,3,4.2,1,10,5,1,0,1,0,0,1,1,0,not_applicable,2023,8,47,neonatal_respiratory,42,5,0,0,0,970.0,25.0,1,generator_only,5
8697,referral_hospital,O2_0093,peri_urban,284,1,1,1,1,PSA_plant_onsite,2,0,9.0,1,10,5,34,1,1,1,1,1,1,0,not_applicable,2023,6,52,pneumonia_adult,40,12,1,2,0,957.0,3.0,1,solar,0
8698,referral_hospital,O2_0115,urban,181,1,1,1,1,LOX_bulk_tank,0,0,6.1,1,12,6,0,0,1,1,1,1,1,4,regulator_valve_failure,2022,5,42,pneumonia_child,31,11,0,1,0,219.0,2.0,1,generator_only,0
8699,referral_hospital,O2_0100,urban,322,1,1,1,1,LOX_bulk_tank,2,1,0.2,1,17,6,5,0,1,1,1,1,0,3,concentrator_malfunction,2021,6,60,neonatal_respiratory,55,5,1,1,0,816.0,3.0,1,solar,17
8700,referral_hospital,O2_0144,peri_urban,311,1,1,1,1,oxygen_concentrator,8,5,0.9,1,12,3,2,0,1,1,1,1,0,0,not_applicable,2023,3,43,pneumonia_adult,21,22,0,5,0,802.0,1.0,1,generator_only,0
8701,referral_hospital,O2_0171,rural,238,1,1,1,1,LOX_bulk_tank,5,3,5.4,1,9,5,8,0,1,1,1,1,1,0,not_applicable,2021,12,34,COPD_exacerbation,24,10,1,3,0,792.0,12.0,1,grid_reliable,9
8702,referral_hospital,O2_0190,urban,268,1,1,1,1,LOX_bulk_tank,0,0,0.5,1,11,4,0,0,1,1,1,1,1,1,power_outage,2024,8,47,COVID19_severe,36,11,0,3,0,874.0,16.0,0,grid_unreliable,1
8703,referral_hospital,O2_0112,rural,211,1,1,1,1,oxygen_concentrator,3,1,1.6,1,9,4,2,0,1,1,0,1,0,0,not_applicable,2022,8,42,pneumonia_child,31,11,1,4,0,790.0,53.0,1,none,2
8704,referral_hospital,O2_0078,urban,286,1,1,1,1,LOX_bulk_tank,0,0,0.1,1,9,3,8,0,1,1,1,1,1,0,not_applicable,2023,11,40,sepsis,33,7,1,5,0,901.0,10.0,1,grid_reliable,1
8705,referral_hospital,O2_0016,urban,290,1,1,1,1,PSA_plant_onsite,8,5,3.1,1,6,5,9,0,1,1,0,1,1,0,not_applicable,2022,10,39,trauma,27,12,1,3,0,653.0,21.0,1,generator_only,8
8706,referral_hospital,O2_0021,urban,287,1,1,1,1,cylinder_piped,0,0,3.3,1,6,4,0,0,1,0,0,1,1,5,cylinder_delivery_delay,2024,11,44,COPD_exacerbation,37,7,1,3,0,617.0,3.0,1,grid_reliable,0
8707,referral_hospital,O2_0174,peri_urban,187,1,1,1,1,PSA_plant_onsite,0,0,4.1,1,9,5,2,1,1,1,1,1,1,0,not_applicable,2021,8,45,pneumonia_child,26,19,1,5,0,731.0,2.0,1,grid_reliable,4
8708,referral_hospital,O2_0097,peri_urban,282,1,1,1,1,oxygen_concentrator,7,4,2.3,1,6,4,14,0,1,1,1,1,0,3,supplier_stockout,2023,7,53,pneumonia_adult,46,7,1,2,0,683.0,15.0,1,solar,14
8709,referral_hospital,O2_0001,urban,295,1,1,1,1,oxygen_concentrator,2,0,0.3,1,2,6,0,0,1,1,1,1,1,0,not_applicable,2023,9,32,pneumonia_adult,24,8,1,4,0,674.0,28.0,1,grid_unreliable,1
8710,referral_hospital,O2_0177,urban,206,1,1,1,1,cylinder_piped,0,0,1.6,1,14,4,6,0,1,1,0,0,0,30,piping_system_leak,2023,3,34,pneumonia_child,0,34,0,9,11,810.0,29.0,1,grid_reliable,11
8711,referral_hospital,O2_0044,peri_urban,211,1,1,1,1,cylinder_portable,0,0,0.9,1,10,3,0,0,1,1,1,1,1,3,demand_surge,2022,10,28,surgical_anaesthesia,20,8,1,4,0,711.0,16.0,1,grid_unreliable,3
8712,referral_hospital,O2_0049,urban,334,1,1,1,1,LOX_bulk_tank,0,0,1.7,1,15,6,2,0,1,1,0,1,0,0,not_applicable,2022,12,34,other_hypoxemia,23,11,1,6,0,1069.0,46.0,1,grid_reliable,1
8713,referral_hospital,O2_0147,urban,180,1,1,1,1,oxygen_concentrator,6,2,3.0,1,11,3,13,0,1,1,1,1,1,0,not_applicable,2023,1,48,neonatal_respiratory,48,0,1,0,0,882.0,17.0,1,grid_reliable,1
8714,referral_hospital,O2_0084,urban,213,1,1,1,1,oxygen_concentrator,2,1,0.7,1,10,8,1,0,1,1,1,1,1,0,not_applicable,2023,2,45,neonatal_respiratory,37,8,1,5,0,755.0,19.0,0,solar,0
8715,referral_hospital,O2_0026,urban,218,1,1,1,1,LOX_bulk_tank,0,0,3.6,1,12,5,0,0,1,0,0,0,0,8,concentrator_malfunction,2023,2,44,pneumonia_child,0,44,0,15,9,868.0,43.0,1,none,7
8716,referral_hospital,O2_0143,urban,235,1,1,1,1,cylinder_piped,0,0,0.3,1,4,3,11,0,1,0,0,0,0,1,piping_system_leak,2022,3,48,neonatal_respiratory,0,48,0,18,25,954.0,5.0,1,grid_unreliable,1
8717,referral_hospital,O2_0017,urban,165,1,1,1,1,oxygen_concentrator,9,4,1.3,1,10,5,6,0,1,1,1,0,0,2,regulator_valve_failure,2021,2,31,neonatal_respiratory,0,31,0,14,2,1069.0,44.0,0,generator_only,1
8718,referral_hospital,O2_0039,rural,257,1,1,1,1,LOX_bulk_tank,0,0,3.2,1,5,5,0,0,1,1,0,1,1,0,not_applicable,2024,5,36,pneumonia_child,26,10,1,6,0,967.0,5.0,0,grid_reliable,2
8719,referral_hospital,O2_0197,urban,217,1,1,1,1,oxygen_concentrator,4,3,4.4,1,12,3,6,0,1,1,1,0,0,8,PSA_plant_breakdown,2024,7,40,neonatal_respiratory,0,40,0,9,10,727.0,24.0,0,grid_reliable,0
8720,referral_hospital,O2_0049,urban,226,1,1,1,1,cylinder_piped,0,0,11.1,1,7,5,10,0,1,1,1,1,0,2,power_outage,2023,12,39,neonatal_respiratory,33,6,1,2,0,652.0,19.0,1,grid_unreliable,3
8721,referral_hospital,O2_0093,rural,226,1,1,1,1,LOX_bulk_tank,0,0,1.0,1,8,3,2,0,1,1,0,1,1,10,demand_surge,2021,8,28,pneumonia_adult,14,14,1,5,0,570.0,3.0,1,solar,16
8722,referral_hospital,O2_0169,urban,230,1,1,1,1,PSA_plant_onsite,0,0,0.1,1,9,5,12,0,1,1,1,0,0,1,concentrator_malfunction,2024,1,26,pneumonia_adult,0,26,0,12,6,955.0,5.0,1,none,8
8723,referral_hospital,O2_0064,rural,247,1,1,1,1,oxygen_concentrator,3,0,4.9,1,7,5,0,0,1,1,1,1,1,0,not_applicable,2022,3,27,pneumonia_child,17,10,0,2,0,891.0,4.0,1,generator_only,6
8724,referral_hospital,O2_0184,urban,246,1,1,1,1,PSA_plant_onsite,0,0,8.1,1,6,2,1,1,1,1,1,1,1,0,not_applicable,2023,7,33,severe_malaria,20,13,1,4,0,646.0,2.0,1,grid_reliable,10
8725,referral_hospital,O2_0030,urban,225,1,1,1,1,LOX_bulk_tank,0,0,1.9,1,9,4,20,0,1,1,1,1,1,1,no_oxygen_source,2021,6,39,sepsis,30,9,0,4,0,867.0,21.0,1,grid_reliable,9
8726,referral_hospital,O2_0130,urban,226,1,1,1,1,cylinder_piped,0,0,7.9,1,16,5,0,0,1,0,0,0,0,2,power_outage,2021,8,40,pneumonia_adult,0,40,0,16,16,502.0,45.0,1,generator_only,8
8727,referral_hospital,O2_0027,urban,300,1,1,1,1,PSA_plant_onsite,0,0,2.7,1,9,5,2,1,1,0,0,1,0,0,not_applicable,2022,2,31,surgical_anaesthesia,14,17,1,4,0,849.0,21.0,1,generator_only,3
8728,referral_hospital,O2_0160,peri_urban,275,1,1,1,1,oxygen_concentrator,5,2,6.3,1,9,7,0,0,1,1,1,1,1,0,not_applicable,2024,5,44,severe_malaria,44,0,1,0,0,1064.0,28.0,0,grid_reliable,12
8729,referral_hospital,O2_0144,peri_urban,217,1,1,1,1,cylinder_piped,0,0,10.8,1,10,8,6,0,1,1,1,1,1,4,concentrator_malfunction,2023,6,38,pneumonia_adult,28,10,0,6,0,805.0,14.0,1,grid_reliable,6
8730,referral_hospital,O2_0101,rural,266,1,1,1,1,PSA_plant_onsite,0,0,1.9,1,7,6,0,0,1,1,0,1,0,0,not_applicable,2023,3,38,pneumonia_child,20,18,0,3,0,883.0,18.0,1,grid_reliable,2
8731,referral_hospital,O2_0133,urban,236,1,1,1,1,cylinder_piped,0,0,5.6,1,6,8,5,0,1,1,1,1,0,1,power_outage,2023,9,36,COPD_exacerbation,25,11,0,5,0,778.0,8.0,0,grid_unreliable,2
8732,referral_hospital,O2_0134,rural,320,1,1,1,1,oxygen_concentrator,6,2,5.9,1,11,3,2,0,1,1,1,0,0,3,empty_cylinders_not_collected,2024,6,41,pneumonia_adult,0,41,0,17,18,916.0,7.0,0,generator_only,5
8733,referral_hospital,O2_0082,urban,303,1,1,1,1,LOX_bulk_tank,0,0,0.2,1,6,4,0,0,1,1,1,1,1,1,concentrator_malfunction,2022,8,42,pneumonia_child,26,16,1,5,0,840.0,41.0,1,grid_unreliable,6
8734,referral_hospital,O2_0187,rural,261,1,1,1,1,cylinder_piped,0,0,1.8,1,6,4,4,0,1,1,1,1,1,0,not_applicable,2022,3,41,COPD_exacerbation,38,3,1,1,0,807.0,10.0,1,grid_unreliable,12
8735,referral_hospital,O2_0090,peri_urban,255,1,1,1,1,oxygen_concentrator,8,6,9.0,1,15,5,12,0,1,1,1,1,1,0,not_applicable,2021,12,41,COPD_exacerbation,28,13,0,5,0,800.0,20.0,1,grid_unreliable,1
8736,referral_hospital,O2_0040,urban,215,1,1,1,1,oxygen_concentrator,2,1,6.0,1,8,6,7,0,1,1,1,1,1,0,not_applicable,2023,11,42,COVID19_severe,28,14,1,2,0,696.0,5.0,1,grid_unreliable,7
8737,referral_hospital,O2_0117,rural,251,1,1,1,1,oxygen_concentrator,5,4,1.0,1,9,7,5,0,1,1,0,0,0,3,no_oxygen_source,2023,11,36,neonatal_respiratory,0,36,0,13,0,1090.0,22.0,1,solar,10
8738,referral_hospital,O2_0144,peri_urban,204,1,1,1,1,oxygen_concentrator,3,1,5.8,1,16,6,3,0,1,1,0,1,1,7,concentrator_malfunction,2022,12,35,COPD_exacerbation,35,0,1,0,0,913.0,14.0,1,solar,6
8739,referral_hospital,O2_0075,urban,186,1,1,1,1,PSA_plant_onsite,0,0,1.9,1,12,8,3,0,1,0,0,1,0,0,not_applicable,2024,10,32,neonatal_respiratory,23,9,1,2,0,794.0,1.0,1,grid_reliable,2
8740,referral_hospital,O2_0169,peri_urban,239,1,1,1,1,PSA_plant_onsite,0,0,0.0,1,10,6,5,1,1,1,1,0,0,25,PSA_plant_breakdown,2024,11,35,COVID19_severe,0,35,0,7,16,808.0,19.0,0,grid_unreliable,2
8741,referral_hospital,O2_0088,peri_urban,198,1,1,1,1,oxygen_concentrator,5,3,0.3,1,8,5,0,0,1,1,1,0,0,30,demand_surge,2022,10,38,pneumonia_child,0,38,0,18,3,895.0,16.0,1,grid_unreliable,2
8742,referral_hospital,O2_0088,urban,253,1,1,1,1,cylinder_piped,0,0,0.6,1,6,4,3,0,1,1,1,1,0,8,power_outage,2023,10,42,neonatal_respiratory,30,12,1,4,0,898.0,24.0,1,solar,1
8743,referral_hospital,O2_0028,urban,268,1,1,1,1,LOX_bulk_tank,0,0,5.0,1,10,7,2,0,1,1,0,1,1,1,cylinder_delivery_delay,2023,10,39,COVID19_severe,39,0,0,0,0,851.0,24.0,1,grid_unreliable,2
8744,referral_hospital,O2_0133,urban,245,1,1,1,1,cylinder_piped,0,0,12.0,1,14,1,10,0,1,1,1,0,0,5,supplier_stockout,2024,6,49,neonatal_respiratory,0,49,0,20,19,856.0,17.0,1,solar,2
8745,referral_hospital,O2_0022,urban,298,1,1,1,1,LOX_bulk_tank,0,0,5.0,1,5,6,1,0,1,1,1,1,1,0,not_applicable,2022,1,39,neonatal_respiratory,35,4,0,1,0,747.0,25.0,1,grid_unreliable,2
8746,referral_hospital,O2_0056,urban,193,1,1,1,1,PSA_plant_onsite,0,0,7.0,1,10,5,0,1,1,1,0,1,0,1,demand_surge,2022,1,32,neonatal_respiratory,21,11,1,5,0,580.0,29.0,1,generator_only,9
8747,referral_hospital,O2_0198,peri_urban,280,1,1,1,1,LOX_bulk_tank,8,7,0.4,1,10,2,4,0,1,1,1,0,0,30,demand_surge,2022,11,58,COVID19_severe,0,58,0,24,11,720.0,18.0,1,generator_only,6
8748,referral_hospital,O2_0009,rural,236,1,1,1,1,oxygen_concentrator,4,3,1.8,1,12,3,9,0,1,0,0,0,0,14,PSA_plant_breakdown,2023,7,41,trauma,0,41,0,16,16,593.0,3.0,1,grid_unreliable,17
8749,referral_hospital,O2_0083,urban,279,1,1,1,1,cylinder_piped,0,0,0.6,1,5,4,0,0,1,1,1,1,1,0,not_applicable,2021,12,41,pneumonia_adult,41,0,1,0,0,873.0,5.0,1,grid_reliable,3
8750,referral_hospital,O2_0165,urban,221,1,1,1,1,PSA_plant_onsite,5,3,10.6,1,8,4,0,1,1,1,0,1,1,0,not_applicable,2023,11,38,severe_malaria,30,8,1,3,0,825.0,7.0,1,generator_only,0
8751,referral_hospital,O2_0055,urban,223,1,1,1,1,cylinder_piped,5,4,6.4,1,14,3,5,0,1,1,1,1,1,0,not_applicable,2021,6,44,other_hypoxemia,33,11,1,4,0,421.0,22.0,1,generator_only,1
8752,referral_hospital,O2_0060,urban,238,1,1,1,1,oxygen_concentrator,6,3,1.2,1,6,9,22,0,1,1,1,1,1,0,not_applicable,2022,10,49,pneumonia_child,42,7,1,2,0,620.0,25.0,1,grid_unreliable,7
8753,referral_hospital,O2_0170,peri_urban,245,1,1,1,1,LOX_bulk_tank,0,0,0.2,1,11,6,0,0,1,1,0,0,0,6,piping_system_leak,2022,12,36,other_hypoxemia,0,36,0,8,12,729.0,15.0,1,solar,4
8754,referral_hospital,O2_0092,peri_urban,246,1,1,1,1,oxygen_concentrator,7,2,0.7,1,11,6,2,0,1,0,0,1,1,0,not_applicable,2023,2,23,heart_failure,16,7,1,2,0,779.0,32.0,1,none,17
8755,referral_hospital,O2_0107,urban,279,1,1,1,1,PSA_plant_onsite,0,0,0.3,1,5,9,1,0,1,1,1,1,1,0,not_applicable,2024,10,41,heart_failure,40,1,1,0,0,724.0,11.0,1,generator_only,2
8756,referral_hospital,O2_0174,peri_urban,233,1,1,1,1,oxygen_concentrator,5,4,0.9,1,6,3,0,0,1,1,1,1,1,4,regulator_valve_failure,2024,6,36,pneumonia_child,27,9,1,4,0,954.0,1.0,1,grid_reliable,4
8757,referral_hospital,O2_0159,rural,234,1,1,1,1,PSA_plant_onsite,0,0,7.9,1,15,6,14,1,1,1,0,0,0,5,concentrator_malfunction,2024,1,42,neonatal_respiratory,0,42,0,13,13,1047.0,6.0,1,grid_reliable,4
8758,referral_hospital,O2_0096,urban,303,1,1,1,1,LOX_bulk_tank,0,0,0.7,1,12,8,10,0,1,1,1,1,1,3,supplier_stockout,2024,4,43,neonatal_respiratory,37,6,1,4,0,809.0,2.0,0,grid_unreliable,1
8759,referral_hospital,O2_0170,urban,233,1,1,1,1,LOX_bulk_tank,0,0,0.7,1,9,6,1,0,1,1,1,1,1,3,empty_cylinders_not_collected,2022,2,42,COPD_exacerbation,42,0,1,0,0,566.0,3.0,1,grid_reliable,1
8760,referral_hospital,O2_0127,urban,286,1,1,1,1,cylinder_portable,0,0,2.3,1,9,7,2,0,1,1,1,0,0,6,cylinder_delivery_delay,2023,3,44,sepsis,0,44,0,21,28,933.0,8.0,0,grid_unreliable,12
8761,referral_hospital,O2_0108,rural,230,1,1,1,1,oxygen_concentrator,5,3,1.5,1,10,2,3,0,1,1,0,1,0,0,not_applicable,2022,1,35,neonatal_respiratory,23,12,1,3,0,1006.0,10.0,1,generator_only,0
8762,referral_hospital,O2_0018,rural,196,1,1,1,1,PSA_plant_onsite,0,0,0.9,1,12,4,3,0,1,1,0,1,1,0,not_applicable,2022,10,35,sepsis,33,2,1,0,0,842.0,13.0,1,grid_reliable,8
8763,referral_hospital,O2_0029,peri_urban,262,1,1,1,1,oxygen_concentrator,4,2,2.6,1,11,5,0,0,1,1,1,1,1,0,not_applicable,2024,3,39,severe_malaria,35,4,1,2,0,929.0,18.0,1,grid_reliable,0
8764,referral_hospital,O2_0125,peri_urban,234,1,1,1,1,oxygen_concentrator,7,6,6.0,1,11,5,1,0,1,1,1,1,1,0,not_applicable,2023,12,41,neonatal_respiratory,31,10,1,2,0,793.0,8.0,1,grid_unreliable,8
8765,referral_hospital,O2_0099,urban,235,1,1,1,1,PSA_plant_onsite,0,0,0.2,1,9,5,13,0,1,1,1,1,1,0,not_applicable,2023,1,48,trauma,48,0,0,0,0,982.0,9.0,1,grid_reliable,13
8766,referral_hospital,O2_0117,peri_urban,275,1,1,1,1,LOX_bulk_tank,0,0,2.0,1,6,3,0,0,1,0,0,0,0,1,cylinder_delivery_delay,2024,5,44,asthma_severe,0,44,0,13,20,767.0,13.0,1,generator_only,2
8767,referral_hospital,O2_0125,peri_urban,326,1,1,1,1,cylinder_piped,0,0,5.9,1,6,4,22,0,1,1,1,1,1,0,not_applicable,2024,6,40,pneumonia_adult,31,9,1,4,0,647.0,18.0,1,solar,2
8768,referral_hospital,O2_0148,rural,259,1,1,1,1,PSA_plant_onsite,0,0,4.9,1,16,6,34,1,1,0,0,1,1,0,not_applicable,2024,3,46,COPD_exacerbation,37,9,1,6,0,696.0,23.0,1,grid_reliable,5
8769,referral_hospital,O2_0139,urban,260,1,1,1,1,LOX_bulk_tank,0,0,1.1,1,14,7,9,0,1,0,0,1,1,0,not_applicable,2021,2,43,heart_failure,40,3,1,0,0,669.0,50.0,1,grid_reliable,4
8770,referral_hospital,O2_0114,urban,241,1,1,1,1,cylinder_portable,0,0,0.6,1,9,7,0,0,1,0,0,1,1,0,not_applicable,2024,4,49,COPD_exacerbation,32,17,0,6,0,848.0,20.0,1,generator_only,3
8771,referral_hospital,O2_0148,urban,288,1,1,1,1,PSA_plant_onsite,0,0,1.7,1,13,3,6,1,1,1,1,0,0,2,concentrator_malfunction,2023,4,33,pneumonia_child,0,33,0,9,0,947.0,3.0,1,grid_reliable,5
8772,referral_hospital,O2_0105,rural,255,1,1,1,1,LOX_bulk_tank,0,0,4.2,1,4,4,3,0,1,0,0,1,1,0,not_applicable,2024,3,46,COPD_exacerbation,40,6,1,2,0,963.0,7.0,1,grid_reliable,2
8773,referral_hospital,O2_0148,urban,204,1,1,1,1,oxygen_concentrator,8,5,0.8,1,15,7,4,0,1,1,0,0,0,14,power_outage,2022,10,42,trauma,0,42,0,12,18,993.0,0.0,1,grid_reliable,5
8774,referral_hospital,O2_0013,urban,237,1,1,1,1,cylinder_piped,3,1,2.2,1,12,6,8,0,1,0,0,1,1,0,not_applicable,2023,11,45,pneumonia_child,37,8,1,3,0,621.0,4.0,1,grid_reliable,4
8775,referral_hospital,O2_0170,peri_urban,273,1,1,1,1,cylinder_piped,0,0,10.1,1,8,4,10,0,1,1,1,0,0,1,demand_surge,2024,9,37,COPD_exacerbation,0,37,0,10,4,743.0,8.0,0,grid_reliable,3
8776,referral_hospital,O2_0061,urban,258,1,1,1,1,cylinder_piped,0,0,5.0,1,9,6,3,0,1,1,0,0,0,2,regulator_valve_failure,2024,1,31,pneumonia_child,0,31,0,10,7,927.0,10.0,1,grid_reliable,22
8777,referral_hospital,O2_0086,urban,315,1,1,1,1,LOX_bulk_tank,4,2,3.7,1,10,5,1,0,1,1,1,1,1,1,PSA_plant_breakdown,2021,10,39,COVID19_severe,34,5,0,0,0,669.0,20.0,1,grid_reliable,2
8778,referral_hospital,O2_0155,rural,228,1,1,1,1,cylinder_piped,5,4,0.1,1,11,8,3,0,1,1,1,1,1,0,not_applicable,2023,11,39,pneumonia_adult,26,13,0,5,0,826.0,10.0,1,grid_reliable,0
8779,referral_hospital,O2_0177,rural,310,1,1,1,1,LOX_bulk_tank,0,0,1.2,1,7,5,0,0,1,1,0,0,0,2,concentrator_malfunction,2021,10,42,pneumonia_child,0,42,0,12,5,873.0,31.0,1,grid_unreliable,0
8780,referral_hospital,O2_0031,urban,160,1,1,1,1,PSA_plant_onsite,0,0,10.9,1,16,7,5,0,1,0,0,1,1,0,not_applicable,2024,11,34,severe_malaria,28,6,1,4,0,1107.0,17.0,1,grid_reliable,0
8781,referral_hospital,O2_0146,urban,200,1,1,1,1,PSA_plant_onsite,0,0,1.1,1,10,5,2,0,1,1,0,1,1,0,not_applicable,2022,12,39,trauma,39,0,0,0,0,875.0,30.0,1,grid_reliable,9
8782,referral_hospital,O2_0102,rural,269,1,1,1,1,LOX_bulk_tank,0,0,6.0,1,12,4,2,0,1,1,0,1,1,0,not_applicable,2024,7,35,COPD_exacerbation,26,9,1,4,0,738.0,24.0,0,grid_unreliable,0
8783,referral_hospital,O2_0134,rural,217,1,1,1,1,LOX_bulk_tank,7,4,0.7,1,12,4,5,0,1,1,1,0,0,30,funding_for_refill,2023,12,49,sepsis,0,49,0,17,7,805.0,32.0,1,grid_unreliable,1
8784,referral_hospital,O2_0079,urban,253,1,1,1,1,cylinder_piped,0,0,0.5,1,13,5,7,0,1,0,0,1,1,0,not_applicable,2024,8,45,COVID19_severe,31,14,1,3,0,657.0,24.0,1,grid_unreliable,0
8785,referral_hospital,O2_0188,peri_urban,227,1,1,1,1,LOX_bulk_tank,0,0,6.4,1,18,6,1,0,1,1,0,1,1,1,concentrator_malfunction,2021,10,53,sepsis,40,13,1,5,0,812.0,21.0,1,none,7
8786,referral_hospital,O2_0022,urban,286,1,1,1,1,cylinder_portable,5,3,7.2,1,10,3,3,0,1,1,0,1,1,2,demand_surge,2022,6,39,neonatal_respiratory,21,18,1,6,0,630.0,1.0,1,solar,4
8787,referral_hospital,O2_0186,urban,252,1,1,1,1,PSA_plant_onsite,0,0,1.8,1,9,4,0,1,1,1,1,1,1,3,empty_cylinders_not_collected,2024,11,32,pneumonia_adult,27,5,1,1,0,1038.0,18.0,1,grid_reliable,1
8788,referral_hospital,O2_0027,urban,222,1,1,1,1,PSA_plant_onsite,0,0,2.1,1,13,8,1,1,1,1,1,1,1,0,not_applicable,2021,10,37,trauma,25,12,1,3,0,1107.0,7.0,1,grid_reliable,3
8789,referral_hospital,O2_0140,peri_urban,229,1,1,1,1,PSA_plant_onsite,0,0,0.0,1,8,4,7,1,1,0,0,1,0,0,not_applicable,2022,9,39,heart_failure,33,6,0,1,0,852.0,4.0,1,generator_only,2
8790,referral_hospital,O2_0171,rural,244,1,1,1,1,PSA_plant_onsite,0,0,3.7,1,11,5,1,0,1,1,1,1,0,0,not_applicable,2024,4,40,pneumonia_adult,40,0,0,0,0,788.0,2.0,1,grid_reliable,2
8791,referral_hospital,O2_0155,peri_urban,185,1,1,1,1,cylinder_piped,0,0,0.1,1,11,3,4,0,1,0,0,0,0,9,PSA_plant_breakdown,2024,7,33,other_hypoxemia,0,33,0,16,16,722.0,2.0,0,grid_reliable,0
8792,referral_hospital,O2_0003,urban,234,1,1,1,1,cylinder_piped,0,0,1.0,1,12,9,1,0,1,1,1,1,0,0,not_applicable,2022,9,39,asthma_severe,32,7,0,4,0,776.0,36.0,1,grid_unreliable,0
8793,referral_hospital,O2_0012,peri_urban,247,1,1,1,1,PSA_plant_onsite,5,1,0.7,1,6,3,7,0,1,1,0,1,1,6,supplier_stockout,2023,11,38,trauma,21,17,1,4,0,560.0,7.0,1,grid_reliable,9
8794,referral_hospital,O2_0192,peri_urban,188,1,1,1,1,oxygen_concentrator,3,1,0.6,1,10,4,1,0,1,1,1,1,1,0,not_applicable,2021,7,37,COPD_exacerbation,30,7,1,5,0,895.0,2.0,1,grid_unreliable,1
8795,referral_hospital,O2_0012,urban,246,1,1,1,1,LOX_bulk_tank,0,0,6.6,1,8,1,1,0,1,1,1,0,0,12,PSA_plant_breakdown,2021,10,30,neonatal_respiratory,0,30,0,10,9,765.0,1.0,1,grid_unreliable,1
8796,referral_hospital,O2_0042,peri_urban,254,1,1,1,1,PSA_plant_onsite,0,0,3.8,1,9,2,9,1,1,1,1,1,0,0,not_applicable,2022,2,54,severe_malaria,42,12,1,4,0,898.0,5.0,1,grid_reliable,0
8797,referral_hospital,O2_0190,peri_urban,300,1,1,1,1,LOX_bulk_tank,0,0,8.0,1,7,6,0,0,1,1,0,1,1,0,not_applicable,2022,9,42,COVID19_severe,36,6,0,2,0,847.0,7.0,1,generator_only,27
8798,referral_hospital,O2_0080,rural,246,1,1,1,1,LOX_bulk_tank,0,0,0.2,1,11,3,11,0,1,1,1,1,0,0,not_applicable,2022,3,37,surgical_anaesthesia,33,4,0,1,0,778.0,3.0,1,grid_reliable,9
8799,referral_hospital,O2_0040,urban,235,1,1,1,1,cylinder_piped,0,0,10.2,1,5,2,3,0,1,1,0,1,0,0,not_applicable,2023,3,32,pneumonia_adult,27,5,1,2,0,724.0,25.0,1,generator_only,0
8800,referral_hospital,O2_0082,urban,282,1,1,1,1,cylinder_piped,0,0,2.2,1,13,5,0,0,1,1,0,1,0,0,not_applicable,2022,9,35,pneumonia_adult,26,9,1,2,0,763.0,11.0,1,none,0
8801,referral_hospital,O2_0081,rural,315,1,1,1,1,oxygen_concentrator,2,1,0.4,1,9,5,6,0,1,1,1,1,1,0,not_applicable,2024,3,38,pneumonia_child,23,15,1,7,0,663.0,4.0,1,grid_reliable,0
8802,referral_hospital,O2_0045,urban,279,1,1,1,1,cylinder_piped,4,1,1.0,1,9,6,3,0,1,1,1,1,1,0,not_applicable,2024,6,35,COVID19_severe,29,6,1,2,0,659.0,7.0,1,grid_reliable,6
8803,referral_hospital,O2_0189,rural,335,1,1,1,1,LOX_bulk_tank,0,0,2.7,1,8,4,0,0,1,1,1,1,1,0,not_applicable,2023,9,27,neonatal_respiratory,14,13,0,4,0,877.0,9.0,1,grid_reliable,21
8804,referral_hospital,O2_0124,urban,205,1,1,1,1,oxygen_concentrator,5,3,19.2,1,7,5,2,0,1,1,0,1,0,0,not_applicable,2023,2,46,pneumonia_adult,44,2,1,1,0,766.0,28.0,1,grid_reliable,4
8805,referral_hospital,O2_0120,peri_urban,187,1,1,1,1,LOX_bulk_tank,7,3,1.3,1,9,6,4,0,1,1,1,1,1,0,not_applicable,2023,4,33,COPD_exacerbation,33,0,0,0,0,539.0,16.0,1,grid_unreliable,1
8806,referral_hospital,O2_0124,urban,272,1,1,1,1,oxygen_concentrator,5,3,2.2,1,9,4,0,0,1,0,0,0,0,9,cylinder_delivery_delay,2022,10,31,neonatal_respiratory,0,31,0,12,14,1049.0,26.0,0,grid_unreliable,1
8807,referral_hospital,O2_0185,rural,306,1,1,1,1,cylinder_piped,0,0,6.8,1,13,7,5,0,1,1,0,1,1,0,not_applicable,2024,3,30,neonatal_respiratory,22,8,1,3,0,504.0,3.0,0,solar,1
8808,referral_hospital,O2_0029,peri_urban,218,1,1,1,1,cylinder_piped,0,0,0.2,1,4,7,5,0,1,1,1,1,1,0,not_applicable,2021,8,32,asthma_severe,32,0,1,0,0,678.0,18.0,0,grid_unreliable,11
8809,referral_hospital,O2_0046,urban,258,1,1,1,1,LOX_bulk_tank,0,0,4.6,1,14,8,8,0,1,1,1,0,0,10,power_outage,2023,5,36,pneumonia_adult,0,36,0,16,0,713.0,0.0,1,generator_only,0
8810,referral_hospital,O2_0187,urban,236,1,1,1,1,PSA_plant_onsite,11,11,6.1,1,13,3,6,0,1,1,0,1,0,0,not_applicable,2023,3,39,COVID19_severe,30,9,0,2,0,691.0,5.0,0,grid_reliable,7
8811,referral_hospital,O2_0038,peri_urban,260,1,1,1,1,cylinder_piped,0,0,2.3,1,8,5,6,0,1,1,0,1,1,0,not_applicable,2023,2,46,COPD_exacerbation,33,13,1,3,0,862.0,11.0,1,grid_unreliable,7
8812,referral_hospital,O2_0184,urban,209,1,1,1,1,LOX_bulk_tank,0,0,3.3,1,11,6,0,0,1,1,0,1,1,0,not_applicable,2021,2,42,other_hypoxemia,40,2,1,1,0,725.0,4.0,1,solar,0
8813,referral_hospital,O2_0107,peri_urban,292,1,1,1,1,PSA_plant_onsite,0,0,0.7,1,10,3,3,1,1,1,1,1,1,0,not_applicable,2022,12,29,asthma_severe,24,5,0,3,0,826.0,25.0,1,generator_only,0
8814,referral_hospital,O2_0031,rural,261,1,1,1,1,LOX_bulk_tank,0,0,2.1,1,9,4,4,0,1,1,1,1,1,0,not_applicable,2024,5,51,pneumonia_child,51,0,1,0,0,501.0,14.0,1,grid_unreliable,6
8815,referral_hospital,O2_0195,urban,214,1,1,1,1,PSA_plant_onsite,0,0,0.3,1,8,3,5,0,1,1,1,1,1,6,PSA_plant_breakdown,2024,5,42,COPD_exacerbation,23,19,1,3,0,632.0,26.0,0,generator_only,1
8816,referral_hospital,O2_0033,urban,328,1,1,1,1,PSA_plant_onsite,0,0,3.0,1,8,5,0,1,1,1,1,0,0,5,PSA_plant_breakdown,2021,6,37,pneumonia_child,0,37,0,14,8,935.0,13.0,1,generator_only,8
8817,referral_hospital,O2_0157,urban,205,1,1,1,1,cylinder_piped,0,0,4.2,1,12,5,7,0,1,1,1,1,1,3,PSA_plant_breakdown,2022,5,32,COVID19_severe,31,1,0,0,0,851.0,18.0,1,grid_unreliable,0
8818,referral_hospital,O2_0008,urban,258,1,1,1,1,cylinder_piped,2,1,0.2,1,14,4,2,0,1,1,0,1,1,0,not_applicable,2024,12,36,sepsis,25,11,1,4,0,617.0,3.0,0,grid_reliable,1
8819,referral_hospital,O2_0027,urban,253,1,1,1,1,LOX_bulk_tank,5,2,4.0,1,9,12,0,0,1,1,1,1,1,0,not_applicable,2024,5,43,severe_malaria,35,8,1,4,0,1018.0,6.0,1,generator_only,3
8820,referral_hospital,O2_0117,urban,276,1,1,1,1,PSA_plant_onsite,0,0,2.6,1,7,6,1,1,1,1,1,1,1,0,not_applicable,2023,8,48,neonatal_respiratory,34,14,1,6,0,862.0,0.0,1,grid_reliable,0
8821,referral_hospital,O2_0192,urban,205,1,1,1,1,LOX_bulk_tank,2,1,1.1,1,10,7,0,0,1,1,1,1,1,0,not_applicable,2022,12,52,pneumonia_child,32,20,0,9,0,792.0,34.0,1,solar,4
8822,referral_hospital,O2_0045,urban,246,1,1,1,1,LOX_bulk_tank,0,0,1.8,1,15,4,21,0,1,1,1,1,1,0,not_applicable,2024,10,39,COVID19_severe,24,15,1,5,0,1029.0,4.0,1,grid_reliable,4
8823,referral_hospital,O2_0069,rural,202,1,1,1,1,cylinder_piped,0,0,0.1,1,7,4,4,0,1,1,0,0,0,1,piping_system_leak,2023,8,40,pneumonia_child,0,40,0,11,0,598.0,8.0,1,solar,2
8824,referral_hospital,O2_0120,urban,265,1,1,1,1,LOX_bulk_tank,0,0,0.5,1,8,4,0,0,1,1,1,1,1,0,not_applicable,2023,3,37,neonatal_respiratory,32,5,1,2,0,604.0,14.0,1,grid_reliable,16
8825,referral_hospital,O2_0044,urban,232,1,1,1,1,cylinder_piped,0,0,5.8,1,6,2,3,0,1,0,0,0,0,19,PSA_plant_breakdown,2024,11,44,heart_failure,0,44,0,17,18,920.0,6.0,1,solar,5
8826,referral_hospital,O2_0194,urban,217,1,1,1,1,LOX_bulk_tank,2,1,1.6,1,9,6,0,0,1,0,0,1,1,0,not_applicable,2024,10,37,pneumonia_child,27,10,1,4,0,723.0,0.0,1,none,10
8827,referral_hospital,O2_0157,peri_urban,226,1,1,1,1,LOX_bulk_tank,0,0,3.4,1,9,4,12,0,1,0,0,1,1,0,not_applicable,2023,9,36,severe_malaria,24,12,0,7,0,779.0,5.0,1,grid_reliable,3
8828,referral_hospital,O2_0142,urban,223,1,1,1,1,cylinder_piped,6,3,3.2,1,11,3,1,0,1,1,0,1,1,0,not_applicable,2023,7,39,asthma_severe,28,11,0,3,0,1013.0,31.0,0,solar,9
8829,referral_hospital,O2_0026,urban,234,1,1,1,1,cylinder_portable,5,3,1.3,1,8,4,2,0,1,1,1,1,1,0,not_applicable,2023,10,46,neonatal_respiratory,33,13,1,4,0,1112.0,17.0,1,grid_unreliable,3
8830,referral_hospital,O2_0009,peri_urban,219,1,1,1,1,LOX_bulk_tank,0,0,9.2,1,5,7,5,0,1,1,1,1,1,0,not_applicable,2021,7,30,pneumonia_child,16,14,1,6,0,776.0,41.0,1,grid_unreliable,4
8831,referral_hospital,O2_0115,urban,218,1,1,1,1,oxygen_concentrator,7,4,0.8,1,12,5,1,0,1,1,1,1,0,0,not_applicable,2023,9,49,severe_malaria,31,18,0,5,0,710.0,3.0,1,none,0
8832,referral_hospital,O2_0057,rural,250,1,1,1,1,LOX_bulk_tank,2,1,0.0,1,8,5,0,0,1,1,1,1,0,0,not_applicable,2024,4,37,COVID19_severe,37,0,1,0,0,729.0,10.0,0,solar,3
8833,referral_hospital,O2_0014,rural,281,1,1,1,1,PSA_plant_onsite,9,5,1.8,1,5,4,1,0,1,1,1,1,1,0,not_applicable,2022,12,36,neonatal_respiratory,36,0,1,0,0,1172.0,5.0,1,grid_reliable,6
8834,referral_hospital,O2_0189,urban,223,1,1,1,1,PSA_plant_onsite,5,4,1.9,1,7,4,1,0,1,1,1,1,1,0,not_applicable,2022,3,41,COVID19_severe,28,13,0,5,0,929.0,6.0,1,grid_reliable,5
8835,referral_hospital,O2_0183,peri_urban,185,1,1,1,1,PSA_plant_onsite,0,0,2.5,1,9,7,10,1,1,1,1,1,1,0,not_applicable,2024,1,29,COPD_exacerbation,20,9,0,4,0,895.0,22.0,1,none,0
8836,referral_hospital,O2_0046,peri_urban,224,1,1,1,1,PSA_plant_onsite,0,0,0.9,1,8,1,7,1,1,1,0,0,0,1,demand_surge,2023,12,34,trauma,0,34,0,9,8,897.0,15.0,0,solar,5
8837,referral_hospital,O2_0072,urban,291,1,1,1,1,oxygen_concentrator,6,4,2.3,1,10,3,1,0,1,1,1,1,1,0,not_applicable,2024,12,46,pneumonia_child,40,6,1,2,0,744.0,6.0,1,generator_only,1
8838,referral_hospital,O2_0062,urban,244,1,1,1,1,LOX_bulk_tank,0,0,1.1,1,4,5,1,0,1,0,0,1,1,0,not_applicable,2021,7,44,sepsis,33,11,1,5,0,772.0,17.0,1,grid_unreliable,2
8839,referral_hospital,O2_0122,urban,194,1,1,1,1,cylinder_piped,0,0,2.5,1,8,1,5,0,1,1,1,0,0,3,cylinder_delivery_delay,2022,11,41,sepsis,0,41,0,14,15,714.0,3.0,1,solar,0
8840,referral_hospital,O2_0166,urban,188,1,1,1,1,LOX_bulk_tank,0,0,0.8,1,6,2,7,0,1,1,1,1,1,0,not_applicable,2024,12,40,other_hypoxemia,31,9,1,2,0,869.0,6.0,1,grid_unreliable,4
8841,referral_hospital,O2_0105,rural,260,1,1,1,1,LOX_bulk_tank,0,0,0.3,1,10,4,0,0,1,1,1,1,0,2,power_outage,2024,3,34,COVID19_severe,22,12,0,6,0,1178.0,4.0,1,generator_only,6
8842,referral_hospital,O2_0054,urban,249,1,1,1,1,cylinder_portable,0,0,7.6,1,10,2,4,0,1,1,1,1,1,0,not_applicable,2021,3,36,neonatal_respiratory,26,10,1,1,0,922.0,23.0,1,generator_only,5
8843,referral_hospital,O2_0052,rural,180,1,1,1,1,oxygen_concentrator,6,4,3.5,1,9,5,0,0,1,1,1,0,0,17,empty_cylinders_not_collected,2022,1,46,asthma_severe,0,46,0,16,6,567.0,2.0,1,grid_unreliable,11
8844,referral_hospital,O2_0120,urban,214,1,1,1,1,cylinder_portable,0,0,5.0,1,12,4,0,0,1,1,1,1,1,0,not_applicable,2021,6,25,pneumonia_child,18,7,0,4,0,834.0,20.0,1,grid_reliable,2
8845,referral_hospital,O2_0009,urban,322,1,1,1,1,LOX_bulk_tank,0,0,1.3,1,10,7,7,0,1,1,0,1,0,0,not_applicable,2022,5,36,neonatal_respiratory,25,11,1,1,0,750.0,7.0,1,solar,7
8846,referral_hospital,O2_0102,urban,263,1,1,1,1,PSA_plant_onsite,0,0,5.2,1,10,7,5,1,1,0,0,1,1,0,not_applicable,2024,12,44,surgical_anaesthesia,40,4,1,2,0,955.0,0.0,1,grid_unreliable,7
8847,referral_hospital,O2_0016,urban,226,1,1,1,1,LOX_bulk_tank,0,0,1.9,1,15,3,3,0,1,1,1,1,1,0,not_applicable,2024,11,41,neonatal_respiratory,31,10,1,2,0,803.0,5.0,1,grid_reliable,1
8848,referral_hospital,O2_0151,rural,235,1,1,1,1,cylinder_piped,0,0,11.2,1,9,6,3,0,1,1,0,0,0,7,concentrator_malfunction,2021,5,50,severe_malaria,0,50,0,20,21,904.0,5.0,1,grid_reliable,0
8849,referral_hospital,O2_0060,rural,243,1,1,1,1,cylinder_portable,0,0,2.9,1,14,4,1,0,1,1,1,0,0,2,regulator_valve_failure,2022,2,34,COVID19_severe,0,34,0,11,10,528.0,28.0,1,grid_unreliable,4
8850,referral_hospital,O2_0154,peri_urban,293,1,1,1,1,oxygen_concentrator,3,2,1.8,1,9,7,4,0,1,1,1,1,1,0,not_applicable,2022,8,48,COPD_exacerbation,35,13,1,4,0,822.0,57.0,0,generator_only,3
8851,referral_hospital,O2_0027,urban,215,1,1,1,1,LOX_bulk_tank,1,0,0.4,1,12,5,0,0,1,0,0,1,1,0,not_applicable,2024,4,56,pneumonia_adult,41,15,1,8,0,617.0,21.0,1,grid_reliable,2
8852,referral_hospital,O2_0188,peri_urban,268,1,1,1,1,PSA_plant_onsite,7,3,2.4,1,9,4,8,0,1,1,0,1,1,0,not_applicable,2024,7,43,asthma_severe,28,15,1,5,0,778.0,5.0,1,grid_reliable,3
8853,referral_hospital,O2_0081,urban,190,1,1,1,1,PSA_plant_onsite,0,0,0.2,1,4,5,0,0,1,0,0,1,0,0,not_applicable,2023,12,42,trauma,33,9,1,3,0,723.0,1.0,0,grid_reliable,9
8854,referral_hospital,O2_0141,peri_urban,282,1,1,1,1,PSA_plant_onsite,4,3,0.5,1,13,5,0,0,1,0,0,1,1,0,not_applicable,2022,2,30,pneumonia_adult,26,4,1,1,0,817.0,8.0,1,grid_reliable,19
8855,referral_hospital,O2_0086,urban,270,1,1,1,1,oxygen_concentrator,2,1,2.6,1,3,5,5,0,1,1,0,1,1,0,not_applicable,2022,7,34,trauma,28,6,0,1,0,682.0,1.0,1,grid_unreliable,1
8856,referral_hospital,O2_0178,peri_urban,237,1,1,1,1,oxygen_concentrator,3,2,2.5,1,9,7,4,0,1,1,1,1,1,0,not_applicable,2023,1,43,asthma_severe,37,6,0,1,0,784.0,14.0,1,grid_unreliable,1
8857,referral_hospital,O2_0139,peri_urban,178,1,1,1,1,cylinder_portable,0,0,11.9,1,11,7,10,0,1,1,0,1,1,0,not_applicable,2024,9,45,pneumonia_child,30,15,1,5,0,693.0,13.0,0,grid_unreliable,6
8858,referral_hospital,O2_0133,rural,344,1,1,1,1,PSA_plant_onsite,0,0,2.1,1,18,5,3,1,1,0,0,1,1,0,not_applicable,2021,9,40,pneumonia_child,21,19,1,3,0,1111.0,3.0,1,grid_unreliable,1
8859,referral_hospital,O2_0132,urban,231,1,1,1,1,cylinder_portable,0,0,2.7,1,10,5,5,0,1,0,0,1,1,0,not_applicable,2021,10,35,COPD_exacerbation,35,0,1,0,0,858.0,1.0,1,grid_unreliable,1
8860,referral_hospital,O2_0153,urban,307,1,1,1,1,PSA_plant_onsite,0,0,11.9,1,15,1,2,0,1,1,1,1,1,0,not_applicable,2023,11,52,other_hypoxemia,46,6,1,2,0,916.0,0.0,1,grid_unreliable,5
8861,referral_hospital,O2_0087,rural,313,1,1,1,1,LOX_bulk_tank,0,0,3.7,1,10,6,15,0,1,1,1,0,0,20,power_outage,2021,6,39,pneumonia_child,0,39,0,11,6,452.0,5.0,1,grid_reliable,3
8862,referral_hospital,O2_0084,urban,223,1,1,1,1,PSA_plant_onsite,6,2,1.6,1,6,7,1,0,1,0,0,1,1,2,demand_surge,2022,12,47,neonatal_respiratory,39,8,1,2,0,804.0,5.0,1,generator_only,2
8863,referral_hospital,O2_0064,urban,260,1,1,1,1,LOX_bulk_tank,4,1,11.9,1,5,4,3,0,1,1,1,0,0,12,power_outage,2024,6,37,heart_failure,0,37,0,11,11,488.0,2.0,1,grid_unreliable,1
8864,referral_hospital,O2_0049,urban,259,1,1,1,1,cylinder_piped,3,2,4.8,1,7,4,7,0,1,1,1,1,1,0,not_applicable,2023,7,45,heart_failure,37,8,1,2,0,615.0,11.0,0,none,1
8865,referral_hospital,O2_0016,urban,266,1,1,1,1,PSA_plant_onsite,5,2,6.8,1,19,7,0,1,1,1,1,1,0,0,not_applicable,2022,7,33,heart_failure,29,4,1,1,0,710.0,12.0,1,generator_only,1
8866,referral_hospital,O2_0175,peri_urban,226,1,1,1,1,LOX_bulk_tank,0,0,1.2,1,10,1,6,0,1,1,1,1,1,2,power_outage,2023,4,36,other_hypoxemia,28,8,1,1,0,820.0,3.0,1,generator_only,3
8867,referral_hospital,O2_0045,peri_urban,263,1,1,1,1,LOX_bulk_tank,0,0,10.5,1,12,5,10,0,1,1,1,1,1,0,not_applicable,2021,12,30,surgical_anaesthesia,30,0,1,0,0,787.0,30.0,1,solar,1
8868,referral_hospital,O2_0137,urban,251,1,1,1,1,oxygen_concentrator,5,4,9.0,1,2,5,2,0,1,0,0,0,0,11,funding_for_refill,2022,6,40,surgical_anaesthesia,0,40,0,10,7,808.0,25.0,1,grid_reliable,1
8869,referral_hospital,O2_0125,peri_urban,285,1,1,1,1,LOX_bulk_tank,0,0,1.7,1,11,3,0,0,1,0,0,1,1,0,not_applicable,2023,6,38,heart_failure,35,3,1,0,0,787.0,13.0,1,generator_only,1
8870,referral_hospital,O2_0083,urban,211,1,1,1,1,cylinder_piped,4,2,1.4,1,5,10,3,0,1,1,1,1,1,0,not_applicable,2022,7,33,other_hypoxemia,25,8,0,2,0,1034.0,6.0,1,grid_reliable,0
8871,referral_hospital,O2_0014,urban,242,1,1,1,1,LOX_bulk_tank,0,0,0.3,1,9,1,5,0,1,1,1,0,0,1,power_outage,2022,4,32,COVID19_severe,0,32,0,8,11,507.0,22.0,1,grid_reliable,1
8872,referral_hospital,O2_0172,urban,284,1,1,1,1,PSA_plant_onsite,0,0,0.2,1,10,2,1,0,1,1,1,0,0,1,concentrator_malfunction,2024,9,31,pneumonia_adult,0,31,0,8,9,976.0,13.0,1,grid_unreliable,2
8873,referral_hospital,O2_0153,urban,247,1,1,1,1,cylinder_piped,0,0,1.2,1,9,5,10,0,1,1,0,1,1,0,not_applicable,2023,5,50,trauma,28,22,1,3,0,1097.0,9.0,1,grid_unreliable,4
8874,referral_hospital,O2_0158,rural,217,1,1,1,1,LOX_bulk_tank,4,3,12.1,1,17,9,1,0,1,1,1,1,1,0,not_applicable,2022,9,41,COPD_exacerbation,34,7,1,5,0,808.0,11.0,1,generator_only,14
8875,referral_hospital,O2_0126,urban,191,1,1,1,1,cylinder_piped,1,0,6.7,1,19,4,4,0,1,1,1,1,1,3,power_outage,2023,11,34,pneumonia_adult,17,17,1,5,0,757.0,21.0,1,grid_reliable,5
8876,referral_hospital,O2_0127,rural,245,1,1,1,1,oxygen_concentrator,5,2,4.8,1,9,2,0,0,1,1,1,1,1,0,not_applicable,2024,2,44,COVID19_severe,36,8,0,2,0,961.0,7.0,1,grid_reliable,4
8877,referral_hospital,O2_0141,peri_urban,286,1,1,1,1,LOX_bulk_tank,6,2,3.2,1,3,5,7,0,1,1,1,1,1,0,not_applicable,2022,8,36,pneumonia_child,29,7,1,3,0,674.0,62.0,1,grid_reliable,3
8878,referral_hospital,O2_0038,urban,253,1,1,1,1,oxygen_concentrator,4,2,8.8,1,14,7,1,0,1,0,0,0,0,22,concentrator_malfunction,2021,11,35,pneumonia_child,0,35,0,10,0,734.0,13.0,1,none,12
8879,referral_hospital,O2_0138,urban,250,1,1,1,1,cylinder_portable,0,0,1.1,1,15,6,2,0,1,1,1,1,1,0,not_applicable,2021,8,39,pneumonia_child,23,16,1,5,0,754.0,13.0,1,grid_reliable,10
8880,referral_hospital,O2_0130,peri_urban,264,1,1,1,1,PSA_plant_onsite,3,2,0.6,1,8,7,0,1,1,1,1,0,0,11,PSA_plant_breakdown,2024,5,26,pneumonia_child,0,26,0,12,3,938.0,0.0,1,grid_reliable,7
8881,referral_hospital,O2_0129,peri_urban,222,1,1,1,1,LOX_bulk_tank,0,0,3.9,1,12,3,3,0,1,1,1,1,0,0,not_applicable,2022,4,32,surgical_anaesthesia,24,8,0,3,0,886.0,11.0,1,grid_reliable,7
8882,referral_hospital,O2_0050,rural,246,1,1,1,1,LOX_bulk_tank,0,0,2.6,1,20,6,15,0,1,1,1,1,1,1,concentrator_malfunction,2022,2,46,neonatal_respiratory,28,18,1,7,0,812.0,50.0,1,grid_reliable,2
8883,referral_hospital,O2_0065,rural,189,1,1,1,1,PSA_plant_onsite,0,0,0.7,1,4,4,9,0,1,0,0,1,1,0,not_applicable,2022,8,41,heart_failure,31,10,1,3,0,872.0,15.0,1,grid_reliable,0
8884,referral_hospital,O2_0172,urban,271,1,1,1,1,LOX_bulk_tank,0,0,3.4,1,10,6,14,0,1,1,1,1,1,0,not_applicable,2022,5,36,trauma,29,7,1,3,0,660.0,2.0,0,generator_only,1
8885,referral_hospital,O2_0106,urban,241,1,1,1,1,LOX_bulk_tank,0,0,6.6,1,11,7,3,0,1,1,1,0,0,30,PSA_plant_breakdown,2024,2,35,pneumonia_child,0,35,0,11,7,846.0,53.0,1,generator_only,2
8886,referral_hospital,O2_0165,urban,207,1,1,1,1,cylinder_piped,0,0,1.4,1,6,6,0,0,1,0,0,1,1,0,not_applicable,2024,9,43,neonatal_respiratory,43,0,1,0,0,850.0,6.0,1,none,22
8887,referral_hospital,O2_0052,urban,282,1,1,1,1,oxygen_concentrator,9,6,2.1,1,13,6,11,0,1,1,1,1,1,0,not_applicable,2022,9,36,neonatal_respiratory,28,8,0,4,0,876.0,43.0,1,none,5
8888,referral_hospital,O2_0136,peri_urban,252,1,1,1,1,oxygen_concentrator,6,3,1.8,1,8,6,14,0,1,1,1,1,0,0,not_applicable,2022,4,39,pneumonia_child,26,13,0,3,0,773.0,8.0,1,grid_reliable,1
8889,referral_hospital,O2_0023,rural,211,1,1,1,1,LOX_bulk_tank,0,0,8.9,1,13,5,1,0,1,1,0,1,1,0,not_applicable,2023,7,42,surgical_anaesthesia,28,14,1,3,0,859.0,25.0,0,grid_unreliable,8
8890,referral_hospital,O2_0100,urban,206,1,1,1,1,LOX_bulk_tank,0,0,0.2,1,14,4,0,0,1,1,1,1,1,0,not_applicable,2023,5,51,COPD_exacerbation,33,18,1,6,0,1161.0,2.0,1,grid_reliable,0
8891,referral_hospital,O2_0042,urban,314,1,1,1,1,PSA_plant_onsite,6,6,1.1,1,13,3,18,1,1,1,1,1,1,0,not_applicable,2024,8,37,surgical_anaesthesia,25,12,1,5,0,900.0,65.0,1,grid_reliable,0
8892,referral_hospital,O2_0166,urban,271,1,1,1,1,LOX_bulk_tank,4,2,3.1,1,16,5,6,0,1,1,0,1,1,1,piping_system_leak,2022,5,33,heart_failure,24,9,1,5,0,765.0,4.0,1,generator_only,3
8893,referral_hospital,O2_0117,peri_urban,252,1,1,1,1,cylinder_piped,0,0,2.5,1,11,6,7,0,1,1,0,1,1,0,not_applicable,2024,3,31,severe_malaria,31,0,1,0,0,747.0,0.0,1,generator_only,3
8894,referral_hospital,O2_0095,rural,289,1,1,1,1,cylinder_piped,4,2,5.3,1,12,1,3,0,1,0,0,1,0,2,concentrator_malfunction,2022,8,43,severe_malaria,29,14,1,4,0,741.0,6.0,1,grid_reliable,13
8895,referral_hospital,O2_0030,peri_urban,293,1,1,1,1,cylinder_piped,0,0,1.5,1,9,2,11,0,1,1,1,1,1,1,demand_surge,2023,3,38,pneumonia_child,35,3,1,2,0,781.0,1.0,0,generator_only,6
8896,referral_hospital,O2_0039,urban,277,1,1,1,1,PSA_plant_onsite,0,0,0.3,1,12,11,2,0,1,1,0,1,1,0,not_applicable,2021,4,49,severe_malaria,49,0,1,0,0,1005.0,16.0,1,grid_reliable,2
8897,referral_hospital,O2_0042,rural,206,1,1,1,1,cylinder_piped,0,0,0.4,1,12,4,1,0,1,0,0,1,1,1,PSA_plant_breakdown,2024,8,49,severe_malaria,46,3,1,1,0,812.0,4.0,1,grid_unreliable,4
8898,referral_hospital,O2_0011,peri_urban,250,1,1,1,1,PSA_plant_onsite,9,4,1.5,1,7,5,3,1,1,1,1,0,0,5,concentrator_malfunction,2024,1,33,surgical_anaesthesia,0,33,0,11,5,776.0,5.0,1,grid_reliable,2
8899,referral_hospital,O2_0026,urban,303,1,1,1,1,PSA_plant_onsite,0,0,1.7,1,8,7,12,1,1,1,1,0,0,1,PSA_plant_breakdown,2023,6,38,surgical_anaesthesia,0,38,0,9,17,823.0,21.0,1,solar,2
8900,referral_hospital,O2_0150,urban,207,1,1,1,1,oxygen_concentrator,8,5,0.7,1,7,2,13,0,1,1,1,1,1,0,not_applicable,2023,11,45,sepsis,45,0,1,0,0,912.0,50.0,1,grid_reliable,6
8901,referral_hospital,O2_0191,peri_urban,236,1,1,1,1,LOX_bulk_tank,0,0,0.5,1,9,10,1,0,1,1,0,1,0,0,not_applicable,2022,4,26,COPD_exacerbation,16,10,1,2,0,907.0,11.0,0,none,1
8902,referral_hospital,O2_0185,urban,331,1,1,1,1,cylinder_piped,0,0,2.1,1,12,6,1,0,1,1,0,1,1,0,not_applicable,2021,10,42,pneumonia_adult,27,15,0,5,0,953.0,41.0,1,generator_only,1
8903,referral_hospital,O2_0165,urban,293,1,1,1,1,LOX_bulk_tank,0,0,15.7,1,14,7,0,0,1,1,1,1,0,0,not_applicable,2023,2,41,asthma_severe,25,16,1,3,0,837.0,5.0,1,grid_reliable,3
8904,referral_hospital,O2_0078,urban,193,1,1,1,1,oxygen_concentrator,4,2,3.7,1,13,10,5,0,1,1,1,1,1,0,not_applicable,2022,11,55,severe_malaria,34,21,0,5,0,818.0,1.0,1,grid_reliable,7
8905,referral_hospital,O2_0100,urban,267,1,1,1,1,oxygen_concentrator,6,3,0.4,1,15,2,0,0,1,1,1,1,1,0,not_applicable,2023,11,27,COPD_exacerbation,23,4,1,1,0,778.0,4.0,1,grid_unreliable,3
8906,referral_hospital,O2_0047,rural,273,1,1,1,1,PSA_plant_onsite,0,0,4.5,1,4,6,0,1,1,0,0,1,1,0,not_applicable,2023,3,39,COVID19_severe,24,15,1,7,0,869.0,10.0,0,grid_reliable,4
8907,referral_hospital,O2_0174,urban,227,1,1,1,1,LOX_bulk_tank,0,0,0.3,1,9,7,10,0,1,1,1,1,1,3,regulator_valve_failure,2024,5,44,heart_failure,42,2,0,1,0,730.0,20.0,1,generator_only,0
8908,referral_hospital,O2_0108,peri_urban,224,1,1,1,1,cylinder_piped,3,2,1.1,1,5,3,3,0,1,1,1,1,1,0,not_applicable,2021,5,36,COPD_exacerbation,19,17,0,5,0,967.0,3.0,1,grid_reliable,11
8909,referral_hospital,O2_0079,rural,263,1,1,1,1,PSA_plant_onsite,0,0,6.3,1,5,9,1,0,1,1,1,0,0,6,power_outage,2024,2,45,neonatal_respiratory,0,45,0,19,10,817.0,42.0,1,grid_unreliable,3
8910,referral_hospital,O2_0199,urban,267,1,1,1,1,PSA_plant_onsite,0,0,1.4,1,12,4,1,0,1,1,0,1,1,0,not_applicable,2024,6,32,surgical_anaesthesia,19,13,1,3,0,706.0,20.0,1,grid_reliable,2
8911,referral_hospital,O2_0120,urban,247,1,1,1,1,LOX_bulk_tank,0,0,7.7,1,8,3,3,0,1,1,1,1,1,0,not_applicable,2023,5,47,pneumonia_child,47,0,1,0,0,465.0,92.0,1,grid_reliable,7
8912,referral_hospital,O2_0144,urban,115,1,1,1,1,LOX_bulk_tank,0,0,2.8,1,7,3,7,0,1,1,0,1,1,0,not_applicable,2024,9,44,surgical_anaesthesia,28,16,1,6,0,723.0,6.0,1,grid_reliable,9
8913,referral_hospital,O2_0191,rural,298,1,1,1,1,PSA_plant_onsite,0,0,0.6,1,7,3,6,1,1,0,0,1,1,0,not_applicable,2024,9,31,neonatal_respiratory,28,3,1,0,0,783.0,3.0,1,grid_reliable,11
8914,referral_hospital,O2_0144,rural,308,1,1,1,1,cylinder_portable,0,0,2.4,1,14,5,4,0,1,1,0,1,1,5,demand_surge,2023,7,56,sepsis,49,7,1,3,0,920.0,25.0,1,grid_reliable,1
8915,referral_hospital,O2_0137,rural,244,1,1,1,1,cylinder_piped,0,0,1.0,1,8,3,0,0,1,1,1,0,0,25,power_outage,2023,7,32,heart_failure,0,32,0,5,12,839.0,8.0,1,grid_reliable,3
8916,referral_hospital,O2_0008,peri_urban,288,1,1,1,1,oxygen_concentrator,9,6,4.3,1,8,5,1,0,1,0,0,1,1,0,not_applicable,2021,10,34,severe_malaria,30,4,1,1,0,609.0,42.0,1,grid_unreliable,19
8917,referral_hospital,O2_0004,peri_urban,297,1,1,1,1,LOX_bulk_tank,0,0,2.8,1,5,6,3,0,1,1,1,1,1,0,not_applicable,2022,10,45,pneumonia_child,29,16,1,1,0,1170.0,49.0,1,grid_reliable,4
8918,referral_hospital,O2_0042,rural,171,1,1,1,1,oxygen_concentrator,4,3,6.2,1,12,6,5,0,1,1,0,1,0,0,not_applicable,2021,10,46,neonatal_respiratory,42,4,1,2,0,819.0,25.0,1,grid_unreliable,3
8919,referral_hospital,O2_0140,urban,206,1,1,1,1,cylinder_piped,0,0,4.0,1,12,2,7,0,1,1,0,1,0,0,not_applicable,2023,4,34,trauma,29,5,1,0,0,615.0,1.0,1,grid_reliable,0
8920,referral_hospital,O2_0075,urban,196,1,1,1,1,PSA_plant_onsite,0,0,4.9,1,9,4,0,0,1,1,1,0,0,5,concentrator_malfunction,2024,4,39,COVID19_severe,0,39,0,10,4,917.0,13.0,1,generator_only,1
8921,referral_hospital,O2_0110,urban,233,1,1,1,1,cylinder_portable,5,1,0.4,1,9,5,6,0,1,1,1,1,0,0,not_applicable,2022,11,36,heart_failure,36,0,1,0,0,831.0,8.0,1,grid_reliable,1
8922,referral_hospital,O2_0187,urban,222,1,1,1,1,oxygen_concentrator,2,0,0.7,1,11,4,1,0,1,1,1,1,1,0,not_applicable,2022,2,38,pneumonia_adult,30,8,1,3,0,924.0,8.0,1,grid_unreliable,9
8923,referral_hospital,O2_0026,urban,248,1,1,1,1,LOX_bulk_tank,0,0,2.8,1,11,6,1,0,1,1,1,1,1,5,piping_system_leak,2021,7,40,COVID19_severe,27,13,1,4,0,688.0,11.0,1,grid_unreliable,3
8924,referral_hospital,O2_0190,peri_urban,255,1,1,1,1,PSA_plant_onsite,3,2,3.4,1,10,2,1,0,1,1,1,1,1,13,demand_surge,2024,8,46,COVID19_severe,39,7,0,3,0,937.0,54.0,1,grid_reliable,2
8925,referral_hospital,O2_0132,urban,141,1,1,1,1,cylinder_portable,0,0,0.4,1,7,5,1,0,1,1,1,1,1,0,not_applicable,2021,8,37,pneumonia_adult,23,14,1,4,0,884.0,0.0,1,generator_only,6
8926,referral_hospital,O2_0070,peri_urban,265,1,1,1,1,PSA_plant_onsite,0,0,1.1,1,9,6,7,1,1,1,1,1,1,0,not_applicable,2023,4,39,other_hypoxemia,38,1,0,0,0,963.0,25.0,1,grid_reliable,4
8927,referral_hospital,O2_0053,rural,198,1,1,1,1,LOX_bulk_tank,0,0,4.0,1,11,1,1,0,1,1,1,1,1,15,PSA_plant_breakdown,2023,3,39,pneumonia_child,35,4,1,1,0,785.0,18.0,1,generator_only,5
8928,referral_hospital,O2_0003,rural,241,1,1,1,1,oxygen_concentrator,8,2,3.3,1,7,7,0,0,1,1,0,1,1,0,not_applicable,2023,11,40,pneumonia_child,37,3,0,1,0,720.0,26.0,1,generator_only,4
8929,referral_hospital,O2_0125,urban,202,1,1,1,1,oxygen_concentrator,5,2,8.7,1,7,3,1,0,1,1,1,1,0,7,concentrator_malfunction,2024,1,39,severe_malaria,25,14,1,2,0,1056.0,36.0,1,grid_unreliable,0
8930,referral_hospital,O2_0100,urban,212,1,1,1,1,cylinder_piped,0,0,4.7,1,5,2,3,0,1,1,1,1,1,0,not_applicable,2024,6,34,trauma,28,6,1,1,0,878.0,3.0,1,grid_reliable,0
8931,referral_hospital,O2_0159,urban,228,1,1,1,1,PSA_plant_onsite,0,0,0.3,1,7,6,1,1,1,1,1,0,0,4,no_oxygen_source,2023,10,29,severe_malaria,0,29,0,8,7,760.0,47.0,1,grid_reliable,1
8932,referral_hospital,O2_0145,rural,272,1,1,1,1,LOX_bulk_tank,2,1,2.6,1,12,9,24,0,1,1,1,1,1,0,not_applicable,2021,10,32,heart_failure,20,12,1,4,0,938.0,20.0,1,solar,5
8933,referral_hospital,O2_0150,urban,225,1,1,1,1,PSA_plant_onsite,0,0,3.3,1,12,4,4,0,1,0,0,0,0,1,demand_surge,2022,7,44,surgical_anaesthesia,0,44,0,16,11,652.0,9.0,1,grid_reliable,0
8934,referral_hospital,O2_0055,peri_urban,255,1,1,1,1,PSA_plant_onsite,0,0,0.3,1,8,6,2,1,1,1,1,1,1,0,not_applicable,2023,3,39,neonatal_respiratory,23,16,1,9,0,672.0,26.0,1,generator_only,4
8935,referral_hospital,O2_0173,urban,255,1,1,1,1,PSA_plant_onsite,0,0,7.6,1,7,8,5,0,1,0,0,0,0,12,demand_surge,2024,11,36,pneumonia_adult,0,36,0,16,4,904.0,13.0,1,grid_unreliable,4
8936,referral_hospital,O2_0067,peri_urban,286,1,1,1,1,PSA_plant_onsite,0,0,4.6,1,9,6,10,1,1,1,1,1,1,0,not_applicable,2022,4,49,neonatal_respiratory,40,9,0,3,0,791.0,13.0,1,grid_reliable,12
8937,referral_hospital,O2_0150,urban,224,1,1,1,1,oxygen_concentrator,4,2,1.9,1,7,3,2,0,1,1,1,1,1,0,not_applicable,2022,3,32,neonatal_respiratory,21,11,1,4,0,675.0,19.0,1,grid_unreliable,4
8938,referral_hospital,O2_0113,urban,268,1,1,1,1,cylinder_piped,0,0,6.4,1,8,4,2,0,1,1,1,1,1,0,not_applicable,2022,11,43,neonatal_respiratory,38,5,0,2,0,539.0,45.0,1,grid_reliable,3
8939,referral_hospital,O2_0076,urban,261,1,1,1,1,LOX_bulk_tank,0,0,7.6,1,10,3,5,0,1,1,1,1,1,0,not_applicable,2022,9,33,heart_failure,26,7,1,1,0,949.0,5.0,1,grid_unreliable,2
8940,referral_hospital,O2_0100,urban,237,1,1,1,1,PSA_plant_onsite,0,0,2.1,1,7,6,0,0,1,1,1,1,1,0,not_applicable,2022,8,49,pneumonia_child,49,0,1,0,0,713.0,19.0,1,grid_unreliable,11
8941,referral_hospital,O2_0027,urban,277,1,1,1,1,PSA_plant_onsite,0,0,4.4,1,9,5,6,1,1,1,1,1,1,0,not_applicable,2024,12,34,sepsis,21,13,1,3,0,680.0,6.0,1,grid_reliable,3
8942,referral_hospital,O2_0045,urban,283,1,1,1,1,oxygen_concentrator,5,3,0.8,1,12,7,2,0,1,0,0,1,1,0,not_applicable,2023,1,42,other_hypoxemia,34,8,0,1,0,345.0,31.0,1,grid_unreliable,3
8943,referral_hospital,O2_0179,urban,198,1,1,1,1,cylinder_piped,0,0,5.6,1,14,8,1,0,1,0,0,1,0,0,not_applicable,2024,7,28,pneumonia_adult,24,4,1,1,0,578.0,9.0,0,generator_only,4
8944,referral_hospital,O2_0164,peri_urban,203,1,1,1,1,LOX_bulk_tank,0,0,0.0,1,9,2,2,0,1,1,0,1,0,0,not_applicable,2021,10,36,COPD_exacerbation,36,0,1,0,0,981.0,3.0,1,grid_reliable,3
8945,referral_hospital,O2_0053,rural,233,1,1,1,1,PSA_plant_onsite,3,3,8.3,1,14,4,1,0,1,1,0,1,0,0,not_applicable,2023,2,38,COVID19_severe,34,4,0,1,0,541.0,20.0,1,grid_unreliable,3
8946,referral_hospital,O2_0176,peri_urban,265,1,1,1,1,PSA_plant_onsite,0,0,3.3,1,6,5,1,0,1,1,1,0,0,3,PSA_plant_breakdown,2024,5,47,asthma_severe,0,47,0,14,13,704.0,29.0,1,grid_unreliable,5
8947,referral_hospital,O2_0014,urban,232,1,1,1,1,cylinder_portable,9,9,1.7,1,15,1,6,0,1,1,1,1,0,5,demand_surge,2021,8,48,severe_malaria,36,12,1,5,0,712.0,19.0,1,grid_unreliable,3
8948,referral_hospital,O2_0110,peri_urban,150,1,1,1,1,LOX_bulk_tank,2,1,1.4,1,12,4,4,0,1,0,0,1,1,0,not_applicable,2024,11,43,COPD_exacerbation,39,4,1,4,0,848.0,28.0,1,grid_unreliable,0
8949,referral_hospital,O2_0154,urban,215,1,1,1,1,oxygen_concentrator,7,5,0.8,1,6,1,3,0,1,1,0,1,1,6,PSA_plant_breakdown,2023,1,48,surgical_anaesthesia,36,12,1,3,0,535.0,22.0,1,none,4
8950,referral_hospital,O2_0104,urban,234,1,1,1,1,oxygen_concentrator,8,3,0.2,1,13,6,10,0,1,1,0,1,1,0,not_applicable,2021,6,28,neonatal_respiratory,19,9,1,5,0,1040.0,2.0,1,grid_reliable,7
8951,referral_hospital,O2_0097,peri_urban,167,1,1,1,1,PSA_plant_onsite,0,0,3.9,1,11,5,2,0,1,1,1,1,0,14,PSA_plant_breakdown,2022,6,39,COPD_exacerbation,34,5,1,1,0,872.0,24.0,1,none,5
8952,referral_hospital,O2_0175,rural,269,1,1,1,1,LOX_bulk_tank,0,0,1.0,1,9,6,5,0,1,1,1,1,1,0,not_applicable,2024,1,51,pneumonia_child,42,9,1,7,0,954.0,7.0,1,solar,11
8953,referral_hospital,O2_0053,urban,261,1,1,1,1,cylinder_portable,0,0,0.6,1,11,4,0,0,1,1,1,1,1,0,not_applicable,2023,8,38,severe_malaria,35,3,0,1,0,669.0,12.0,1,grid_unreliable,0
8954,referral_hospital,O2_0033,urban,213,1,1,1,1,PSA_plant_onsite,7,6,0.7,1,10,3,0,1,1,1,1,0,0,2,power_outage,2021,12,45,pneumonia_adult,0,45,0,18,19,660.0,7.0,1,grid_unreliable,3
8955,referral_hospital,O2_0093,urban,250,1,1,1,1,oxygen_concentrator,7,7,5.3,1,5,9,17,0,1,1,1,1,0,0,not_applicable,2023,4,37,neonatal_respiratory,21,16,1,6,0,363.0,9.0,1,solar,6
8956,referral_hospital,O2_0165,rural,171,1,1,1,1,PSA_plant_onsite,0,0,0.5,1,6,1,9,1,1,1,1,1,1,0,not_applicable,2023,9,40,sepsis,28,12,1,5,0,856.0,19.0,1,grid_unreliable,0
8957,referral_hospital,O2_0097,urban,275,1,1,1,1,PSA_plant_onsite,8,5,2.1,1,7,5,1,1,1,1,0,1,0,0,not_applicable,2022,4,35,neonatal_respiratory,28,7,1,5,0,910.0,51.0,1,generator_only,5
8958,referral_hospital,O2_0167,urban,241,1,1,1,1,LOX_bulk_tank,0,0,1.1,1,11,5,7,0,1,1,1,0,0,23,concentrator_malfunction,2024,6,52,pneumonia_child,0,52,0,23,3,788.0,1.0,1,grid_unreliable,4
8959,referral_hospital,O2_0189,peri_urban,229,1,1,1,1,LOX_bulk_tank,0,0,6.4,1,14,7,5,0,1,1,1,1,1,0,not_applicable,2024,9,41,heart_failure,34,7,1,4,0,874.0,0.0,0,grid_reliable,0
8960,referral_hospital,O2_0052,peri_urban,194,1,1,1,1,LOX_bulk_tank,5,3,0.8,1,7,1,4,0,1,1,1,1,1,1,no_oxygen_source,2023,10,45,COVID19_severe,36,9,1,4,0,669.0,8.0,0,solar,4
8961,referral_hospital,O2_0149,peri_urban,300,1,1,1,1,LOX_bulk_tank,0,0,0.4,1,15,8,16,0,1,1,1,1,1,0,not_applicable,2021,10,49,COPD_exacerbation,45,4,1,1,0,935.0,25.0,1,grid_reliable,0
8962,referral_hospital,O2_0128,urban,197,1,1,1,1,LOX_bulk_tank,5,2,2.8,1,13,6,2,0,1,1,1,1,1,0,not_applicable,2024,5,36,COVID19_severe,33,3,1,3,0,837.0,17.0,1,grid_unreliable,0
8963,referral_hospital,O2_0092,peri_urban,319,1,1,1,1,oxygen_concentrator,4,2,2.4,1,6,5,4,0,1,1,1,1,1,0,not_applicable,2023,9,45,pneumonia_child,36,9,1,3,0,812.0,4.0,1,grid_reliable,8
8964,referral_hospital,O2_0165,peri_urban,266,1,1,1,1,PSA_plant_onsite,0,0,1.9,1,15,3,2,0,1,0,0,1,1,0,not_applicable,2021,11,46,neonatal_respiratory,46,0,1,0,0,823.0,15.0,1,grid_unreliable,5
8965,referral_hospital,O2_0077,urban,236,1,1,1,1,cylinder_piped,0,0,0.3,1,12,4,3,0,1,1,1,1,1,0,not_applicable,2024,10,38,other_hypoxemia,30,8,1,3,0,929.0,55.0,1,grid_reliable,3
8966,referral_hospital,O2_0186,peri_urban,295,1,1,1,1,oxygen_concentrator,5,3,2.9,1,7,4,7,0,1,1,1,1,1,0,not_applicable,2023,6,35,trauma,30,5,1,3,0,623.0,5.0,0,grid_reliable,6
8967,referral_hospital,O2_0101,urban,252,1,1,1,1,cylinder_piped,0,0,2.9,1,9,2,3,0,1,1,1,1,1,2,piping_system_leak,2024,6,32,heart_failure,28,4,1,2,0,670.0,21.0,1,grid_unreliable,8
8968,referral_hospital,O2_0144,urban,230,1,1,1,1,cylinder_piped,0,0,0.8,1,8,1,1,0,1,1,1,1,1,0,not_applicable,2024,9,39,asthma_severe,26,13,1,4,0,1091.0,1.0,0,grid_reliable,0
8969,referral_hospital,O2_0076,peri_urban,290,1,1,1,1,cylinder_piped,0,0,3.0,1,12,6,12,0,1,1,1,1,1,0,not_applicable,2021,12,51,severe_malaria,46,5,1,1,0,944.0,7.0,1,grid_reliable,0
8970,referral_hospital,O2_0091,urban,242,1,1,1,1,oxygen_concentrator,7,7,5.6,1,9,8,0,0,1,1,1,1,1,0,not_applicable,2023,4,38,sepsis,32,6,1,2,0,591.0,1.0,1,grid_reliable,5
8971,referral_hospital,O2_0166,urban,315,1,1,1,1,cylinder_piped,0,0,2.4,1,8,6,4,0,1,0,0,1,0,0,not_applicable,2024,11,37,trauma,27,10,0,2,0,1050.0,18.0,0,generator_only,15
8972,referral_hospital,O2_0180,urban,216,1,1,1,1,LOX_bulk_tank,0,0,5.3,1,11,5,6,0,1,1,1,1,1,0,not_applicable,2023,12,42,severe_malaria,23,19,1,6,0,720.0,2.0,1,grid_reliable,0
8973,referral_hospital,O2_0099,urban,290,1,1,1,1,LOX_bulk_tank,0,0,0.9,1,13,8,1,0,1,1,1,1,1,0,not_applicable,2024,10,40,surgical_anaesthesia,38,2,1,1,0,999.0,6.0,1,grid_unreliable,31
8974,referral_hospital,O2_0055,rural,258,1,1,1,1,cylinder_piped,0,0,1.6,1,8,5,5,0,1,1,1,1,1,0,not_applicable,2021,2,40,trauma,29,11,0,4,0,826.0,6.0,1,grid_reliable,1
8975,referral_hospital,O2_0155,urban,238,1,1,1,1,oxygen_concentrator,6,5,0.3,1,7,8,6,0,1,1,0,1,1,0,not_applicable,2024,5,41,pneumonia_adult,30,11,1,3,0,663.0,28.0,1,grid_unreliable,0
8976,referral_hospital,O2_0106,peri_urban,221,1,1,1,1,PSA_plant_onsite,5,3,4.1,1,11,5,12,1,1,1,0,1,1,0,not_applicable,2021,8,32,neonatal_respiratory,27,5,1,4,0,827.0,45.0,1,generator_only,4
8977,referral_hospital,O2_0015,rural,266,1,1,1,1,LOX_bulk_tank,0,0,5.9,1,7,2,0,0,1,1,1,1,1,15,cylinder_delivery_delay,2024,5,37,surgical_anaesthesia,21,16,1,11,0,636.0,7.0,1,grid_unreliable,5
8978,referral_hospital,O2_0043,urban,292,1,1,1,1,LOX_bulk_tank,0,0,0.9,1,13,7,0,0,1,1,1,1,0,0,not_applicable,2023,1,40,heart_failure,29,11,1,3,0,993.0,24.0,1,generator_only,15
8979,referral_hospital,O2_0083,urban,190,1,1,1,1,oxygen_concentrator,9,3,1.8,1,11,5,2,0,1,1,0,1,1,0,not_applicable,2023,7,43,COVID19_severe,39,4,1,2,0,550.0,0.0,1,grid_unreliable,0
8980,referral_hospital,O2_0138,urban,241,1,1,1,1,LOX_bulk_tank,0,0,2.2,1,9,9,2,0,1,1,0,0,0,22,demand_surge,2024,6,47,trauma,0,47,0,17,21,987.0,3.0,1,grid_unreliable,13
8981,referral_hospital,O2_0087,urban,220,1,1,1,1,oxygen_concentrator,5,3,9.2,1,6,7,8,0,1,1,0,1,0,5,funding_for_refill,2024,9,33,trauma,10,23,1,4,0,914.0,9.0,1,grid_unreliable,21
8982,referral_hospital,O2_0074,urban,268,1,1,1,1,PSA_plant_onsite,0,0,2.0,1,11,6,0,0,1,1,0,0,0,1,PSA_plant_breakdown,2022,6,39,COVID19_severe,0,39,0,15,9,425.0,9.0,0,grid_unreliable,7
8983,referral_hospital,O2_0171,rural,291,1,1,1,1,cylinder_piped,3,2,0.8,1,6,3,0,0,1,1,1,1,0,0,not_applicable,2021,5,33,trauma,28,5,1,5,0,1005.0,9.0,1,grid_unreliable,0
8984,referral_hospital,O2_0089,peri_urban,189,1,1,1,1,PSA_plant_onsite,11,8,2.5,1,4,5,0,0,1,1,1,1,1,0,not_applicable,2024,2,54,pneumonia_child,25,29,1,7,0,836.0,0.0,1,grid_reliable,23
8985,referral_hospital,O2_0025,peri_urban,328,1,1,1,1,LOX_bulk_tank,0,0,0.4,1,12,5,2,0,1,0,0,1,0,0,not_applicable,2023,6,33,severe_malaria,31,2,1,1,0,701.0,19.0,1,generator_only,20
8986,referral_hospital,O2_0194,rural,254,1,1,1,1,cylinder_piped,0,0,11.4,1,14,5,0,0,1,1,0,1,1,1,PSA_plant_breakdown,2022,12,32,COVID19_severe,24,8,0,2,0,708.0,13.0,1,generator_only,18
8987,referral_hospital,O2_0166,peri_urban,269,1,1,1,1,cylinder_portable,0,0,1.4,1,15,7,6,0,1,1,1,0,0,12,supplier_stockout,2021,9,40,asthma_severe,0,40,0,14,10,1081.0,34.0,1,grid_reliable,3
8988,referral_hospital,O2_0195,urban,315,1,1,1,1,LOX_bulk_tank,0,0,2.7,1,11,4,4,0,1,1,1,1,1,0,not_applicable,2022,6,44,neonatal_respiratory,42,2,1,0,0,833.0,1.0,1,grid_reliable,2
8989,referral_hospital,O2_0084,rural,308,1,1,1,1,oxygen_concentrator,2,1,2.6,1,17,7,5,0,1,1,0,1,1,0,not_applicable,2022,8,39,severe_malaria,38,1,1,0,0,1154.0,5.0,1,grid_reliable,14
8990,referral_hospital,O2_0043,peri_urban,273,1,1,1,1,oxygen_concentrator,4,1,6.2,1,17,6,3,0,1,1,0,1,1,2,PSA_plant_breakdown,2023,3,36,neonatal_respiratory,24,12,0,3,0,849.0,19.0,0,grid_reliable,4
8991,referral_hospital,O2_0166,peri_urban,252,1,1,1,1,cylinder_portable,0,0,0.9,1,14,1,1,0,1,1,0,1,1,0,not_applicable,2023,7,39,pneumonia_child,30,9,0,5,0,1058.0,11.0,1,solar,0
8992,referral_hospital,O2_0010,urban,237,1,1,1,1,oxygen_concentrator,6,4,0.1,1,16,6,11,0,1,1,1,0,0,16,cylinder_delivery_delay,2023,12,36,COVID19_severe,0,36,0,12,2,844.0,2.0,1,grid_reliable,13
8993,referral_hospital,O2_0154,urban,312,1,1,1,1,cylinder_piped,0,0,1.7,1,11,4,9,0,1,1,1,1,1,0,not_applicable,2024,11,47,neonatal_respiratory,45,2,0,0,0,905.0,0.0,1,generator_only,0
8994,referral_hospital,O2_0092,urban,296,1,1,1,1,PSA_plant_onsite,0,0,4.0,1,10,4,5,0,1,1,1,1,1,15,power_outage,2024,2,27,neonatal_respiratory,23,4,1,2,0,395.0,35.0,1,generator_only,7
8995,referral_hospital,O2_0008,urban,260,1,1,1,1,cylinder_piped,0,0,8.4,1,13,3,2,0,1,0,0,1,1,0,not_applicable,2022,8,38,neonatal_respiratory,21,17,1,5,0,777.0,9.0,1,grid_reliable,2
8996,referral_hospital,O2_0145,peri_urban,202,1,1,1,1,LOX_bulk_tank,6,2,1.9,1,12,6,8,0,1,1,0,0,0,8,piping_system_leak,2022,1,36,surgical_anaesthesia,0,36,0,12,11,769.0,1.0,1,grid_reliable,0
8997,referral_hospital,O2_0170,rural,275,1,1,1,1,LOX_bulk_tank,0,0,0.8,1,9,5,2,0,1,1,0,1,0,0,not_applicable,2021,11,28,other_hypoxemia,25,3,1,2,0,611.0,16.0,1,grid_unreliable,0
8998,referral_hospital,O2_0077,urban,220,1,1,1,1,oxygen_concentrator,4,3,4.6,1,8,4,4,0,1,1,0,0,0,21,supplier_stockout,2022,10,38,sepsis,0,38,0,14,20,836.0,30.0,1,grid_reliable,0
8999,referral_hospital,O2_0005,rural,306,1,1,1,1,PSA_plant_onsite,0,0,0.7,1,8,8,5,1,1,1,1,0,0,11,PSA_plant_breakdown,2023,10,52,severe_malaria,0,52,0,18,24,812.0,17.0,1,grid_unreliable,8
9000,referral_hospital,O2_0139,peri_urban,317,1,1,1,1,PSA_plant_onsite,3,3,3.7,1,14,5,3,1,1,1,1,0,0,19,no_oxygen_source,2023,1,53,pneumonia_child,0,53,0,18,8,874.0,15.0,1,grid_unreliable,14
9001,referral_hospital,O2_0042,rural,272,1,1,1,1,PSA_plant_onsite,3,2,0.0,1,9,6,0,1,1,1,0,0,0,5,demand_surge,2021,11,59,neonatal_respiratory,0,59,0,26,22,969.0,3.0,1,generator_only,5
9002,referral_hospital,O2_0182,rural,274,1,1,1,1,oxygen_concentrator,3,2,0.6,1,5,4,1,0,1,1,1,1,1,0,not_applicable,2024,7,35,COPD_exacerbation,29,6,1,4,0,668.0,4.0,1,solar,2
9003,referral_hospital,O2_0067,urban,251,1,1,1,1,oxygen_concentrator,3,3,2.8,1,10,4,13,0,1,1,0,1,1,0,not_applicable,2022,2,42,neonatal_respiratory,31,11,1,6,0,830.0,22.0,1,grid_reliable,4
9004,referral_hospital,O2_0070,urban,286,1,1,1,1,oxygen_concentrator,9,6,1.4,1,8,7,10,0,1,1,0,1,1,0,not_applicable,2024,1,32,pneumonia_child,21,11,1,5,0,689.0,10.0,1,generator_only,2
9005,referral_hospital,O2_0026,urban,212,1,1,1,1,cylinder_piped,3,1,0.5,1,12,6,3,0,1,1,1,1,1,0,not_applicable,2021,4,40,pneumonia_adult,34,6,1,1,0,720.0,3.0,0,grid_unreliable,4
9006,referral_hospital,O2_0119,peri_urban,263,1,1,1,1,cylinder_piped,7,4,0.4,1,3,4,0,0,1,1,1,0,0,20,cylinder_delivery_delay,2022,10,37,surgical_anaesthesia,0,37,0,14,5,900.0,11.0,1,grid_unreliable,1
9007,referral_hospital,O2_0190,rural,229,1,1,1,1,cylinder_piped,0,0,1.3,1,7,3,2,0,1,1,1,1,0,0,not_applicable,2023,10,43,asthma_severe,37,6,1,1,0,1085.0,8.0,1,generator_only,3
9008,referral_hospital,O2_0001,peri_urban,234,1,1,1,1,oxygen_concentrator,4,1,8.6,1,3,4,0,0,1,1,0,1,1,0,not_applicable,2021,6,47,trauma,40,7,0,2,0,840.0,13.0,1,grid_unreliable,7
9009,referral_hospital,O2_0011,urban,231,1,1,1,1,LOX_bulk_tank,4,3,2.1,1,12,6,9,0,1,1,1,1,1,0,not_applicable,2021,6,41,pneumonia_child,37,4,0,2,0,505.0,5.0,0,grid_unreliable,0
9010,referral_hospital,O2_0066,urban,241,1,1,1,1,PSA_plant_onsite,6,6,3.2,1,7,2,0,1,1,1,1,1,1,0,not_applicable,2024,5,41,trauma,37,4,1,1,0,883.0,15.0,0,generator_only,0
9011,referral_hospital,O2_0131,peri_urban,205,1,1,1,1,oxygen_concentrator,4,2,1.6,1,17,6,2,0,1,1,1,1,1,0,not_applicable,2024,3,55,asthma_severe,41,14,1,4,0,802.0,2.0,1,grid_reliable,4
9012,referral_hospital,O2_0181,peri_urban,252,1,1,1,1,LOX_bulk_tank,0,0,4.6,1,9,10,3,0,1,1,1,1,1,0,not_applicable,2024,8,47,pneumonia_adult,47,0,1,0,0,777.0,7.0,1,solar,0
9013,referral_hospital,O2_0175,urban,311,1,1,1,1,oxygen_concentrator,5,2,1.2,1,12,7,1,0,1,1,1,1,1,0,not_applicable,2022,2,51,surgical_anaesthesia,40,11,1,3,0,915.0,6.0,1,solar,7
9014,referral_hospital,O2_0051,rural,189,1,1,1,1,PSA_plant_onsite,0,0,2.7,1,8,6,2,1,1,1,0,0,0,16,piping_system_leak,2024,2,31,heart_failure,0,31,0,11,8,957.0,10.0,1,grid_reliable,0
9015,referral_hospital,O2_0149,urban,216,1,1,1,1,PSA_plant_onsite,0,0,2.3,1,8,5,0,1,1,1,1,1,0,0,not_applicable,2024,8,36,COPD_exacerbation,35,1,0,1,0,825.0,4.0,1,grid_reliable,2
9016,referral_hospital,O2_0016,rural,270,1,1,1,1,cylinder_piped,0,0,1.5,1,9,3,1,0,1,1,1,1,1,2,empty_cylinders_not_collected,2023,9,28,neonatal_respiratory,19,9,1,3,0,858.0,2.0,1,generator_only,10
9017,referral_hospital,O2_0001,peri_urban,281,1,1,1,1,cylinder_piped,0,0,1.1,1,10,3,3,0,1,1,1,1,1,0,not_applicable,2021,1,44,pneumonia_child,36,8,1,6,0,862.0,10.0,1,generator_only,1
9018,referral_hospital,O2_0069,urban,220,1,1,1,1,LOX_bulk_tank,0,0,0.8,1,9,3,6,0,1,1,0,1,0,0,not_applicable,2024,2,38,heart_failure,31,7,1,4,0,585.0,40.0,1,grid_unreliable,0
9019,referral_hospital,O2_0017,rural,284,1,1,1,1,LOX_bulk_tank,0,0,0.1,1,9,5,2,0,1,1,0,1,1,10,PSA_plant_breakdown,2024,7,37,COVID19_severe,26,11,1,5,0,1090.0,4.0,1,grid_unreliable,2
9020,referral_hospital,O2_0186,rural,257,1,1,1,1,cylinder_piped,6,3,0.4,1,7,1,1,0,1,1,1,1,1,0,not_applicable,2024,6,40,COVID19_severe,27,13,0,6,0,745.0,4.0,1,generator_only,0
9021,referral_hospital,O2_0146,peri_urban,270,1,1,1,1,PSA_plant_onsite,7,3,0.2,1,6,6,1,0,1,1,1,0,0,11,PSA_plant_breakdown,2022,1,35,COVID19_severe,0,35,0,12,0,788.0,14.0,0,grid_reliable,2
9022,referral_hospital,O2_0074,rural,326,1,1,1,1,LOX_bulk_tank,0,0,1.7,1,8,9,1,0,1,1,1,1,1,0,not_applicable,2022,4,50,other_hypoxemia,50,0,1,0,0,732.0,34.0,1,grid_unreliable,9
9023,referral_hospital,O2_0187,urban,257,1,1,1,1,PSA_plant_onsite,5,1,0.0,1,9,3,0,0,1,1,1,1,1,1,demand_surge,2023,9,36,neonatal_respiratory,35,1,1,0,0,825.0,12.0,1,grid_reliable,6
9024,referral_hospital,O2_0010,urban,230,1,1,1,1,cylinder_portable,0,0,8.5,1,14,4,12,0,1,1,1,1,0,0,not_applicable,2023,7,42,pneumonia_child,26,16,0,9,0,799.0,8.0,1,grid_reliable,14
9025,referral_hospital,O2_0125,urban,262,1,1,1,1,oxygen_concentrator,3,1,0.3,1,7,5,2,0,1,1,1,0,0,4,piping_system_leak,2023,4,44,pneumonia_adult,0,44,0,19,21,613.0,3.0,1,solar,0
9026,referral_hospital,O2_0100,urban,209,1,1,1,1,PSA_plant_onsite,0,0,8.3,1,8,3,0,1,1,0,0,1,1,0,not_applicable,2023,3,42,pneumonia_adult,33,9,0,1,0,809.0,41.0,1,grid_unreliable,5
9027,referral_hospital,O2_0141,urban,260,1,1,1,1,PSA_plant_onsite,0,0,1.8,1,8,5,3,0,1,1,0,0,0,13,supplier_stockout,2023,4,51,neonatal_respiratory,0,51,0,17,26,457.0,4.0,1,grid_reliable,1
9028,referral_hospital,O2_0104,peri_urban,235,1,1,1,1,LOX_bulk_tank,0,0,4.5,1,8,6,5,0,1,1,1,1,1,0,not_applicable,2023,10,47,sepsis,41,6,1,3,0,876.0,52.0,1,grid_reliable,1
9029,referral_hospital,O2_0001,rural,245,1,1,1,1,cylinder_piped,0,0,7.9,1,6,4,2,0,1,0,0,1,1,1,concentrator_malfunction,2023,7,33,severe_malaria,27,6,0,3,0,835.0,41.0,1,grid_reliable,3
9030,referral_hospital,O2_0038,urban,236,1,1,1,1,PSA_plant_onsite,0,0,10.0,1,14,6,10,1,1,0,0,0,0,10,demand_surge,2024,11,44,pneumonia_child,0,44,0,15,15,891.0,44.0,1,grid_reliable,0
9031,referral_hospital,O2_0141,rural,225,1,1,1,1,oxygen_concentrator,6,3,2.6,1,15,10,8,0,1,1,1,1,1,0,not_applicable,2023,5,46,neonatal_respiratory,38,8,1,2,0,734.0,6.0,0,solar,0
9032,referral_hospital,O2_0136,rural,211,1,1,1,1,PSA_plant_onsite,0,0,2.2,1,8,4,3,0,1,1,1,1,1,0,not_applicable,2021,6,37,severe_malaria,27,10,1,5,0,595.0,20.0,1,grid_reliable,1
9033,referral_hospital,O2_0120,urban,294,1,1,1,1,oxygen_concentrator,7,4,1.4,1,10,6,4,0,1,0,0,1,1,0,not_applicable,2022,7,29,COPD_exacerbation,21,8,0,4,0,787.0,41.0,1,none,0
9034,referral_hospital,O2_0028,rural,176,1,1,1,1,LOX_bulk_tank,0,0,0.1,1,4,0,3,0,1,1,1,0,0,15,concentrator_malfunction,2024,8,36,COVID19_severe,0,36,0,12,0,625.0,70.0,1,grid_reliable,6
9035,referral_hospital,O2_0082,peri_urban,194,1,1,1,1,oxygen_concentrator,3,2,4.3,1,9,10,5,0,1,1,1,1,1,0,not_applicable,2022,7,44,pneumonia_adult,44,0,1,0,0,814.0,9.0,0,solar,0
9036,referral_hospital,O2_0198,urban,186,1,1,1,1,LOX_bulk_tank,0,0,0.4,1,11,5,6,0,1,1,0,1,1,0,not_applicable,2022,4,41,other_hypoxemia,30,11,0,4,0,596.0,3.0,0,grid_unreliable,6
9037,referral_hospital,O2_0141,urban,192,1,1,1,1,cylinder_piped,0,0,2.8,1,8,6,3,0,1,1,1,0,0,11,cylinder_delivery_delay,2022,8,47,neonatal_respiratory,0,47,0,19,17,984.0,4.0,1,generator_only,9
9038,referral_hospital,O2_0128,rural,264,1,1,1,1,LOX_bulk_tank,0,0,3.3,1,16,5,0,0,1,1,0,0,0,5,piping_system_leak,2022,10,48,severe_malaria,0,48,0,11,8,746.0,1.0,0,grid_reliable,3
9039,referral_hospital,O2_0054,urban,322,1,1,1,1,PSA_plant_onsite,0,0,1.7,1,6,4,1,0,1,1,1,1,1,5,piping_system_leak,2023,10,37,surgical_anaesthesia,31,6,1,2,0,916.0,2.0,1,generator_only,2
9040,referral_hospital,O2_0165,peri_urban,330,1,1,1,1,LOX_bulk_tank,0,0,0.8,1,9,6,2,0,1,1,1,1,1,0,not_applicable,2023,5,50,COVID19_severe,43,7,0,2,0,952.0,8.0,1,generator_only,4
9041,referral_hospital,O2_0016,peri_urban,252,1,1,1,1,LOX_bulk_tank,6,4,9.3,1,7,9,0,0,1,1,1,1,1,0,not_applicable,2023,11,47,trauma,37,10,0,5,0,690.0,12.0,1,grid_reliable,6
9042,referral_hospital,O2_0125,urban,165,1,1,1,1,oxygen_concentrator,5,3,0.4,1,9,2,1,0,1,1,1,1,1,0,not_applicable,2024,6,50,pneumonia_child,26,24,1,11,0,1026.0,3.0,0,grid_reliable,5
9043,referral_hospital,O2_0152,urban,266,1,1,1,1,PSA_plant_onsite,6,5,6.4,1,11,4,9,1,1,0,0,1,0,0,not_applicable,2024,7,52,neonatal_respiratory,40,12,1,5,0,876.0,9.0,1,grid_reliable,3
9044,referral_hospital,O2_0076,rural,278,1,1,1,1,oxygen_concentrator,4,3,0.1,1,12,9,0,0,1,1,0,1,1,0,not_applicable,2022,5,37,COPD_exacerbation,30,7,0,1,0,947.0,73.0,1,none,2
9045,referral_hospital,O2_0157,peri_urban,238,1,1,1,1,LOX_bulk_tank,0,0,1.3,1,10,6,0,0,1,1,1,1,1,0,not_applicable,2024,2,48,COPD_exacerbation,36,12,1,5,0,1076.0,14.0,1,grid_unreliable,7
9046,referral_hospital,O2_0033,urban,195,1,1,1,1,oxygen_concentrator,8,6,0.2,1,8,3,0,0,1,1,1,1,1,0,not_applicable,2022,1,30,trauma,26,4,1,3,0,1021.0,32.0,1,grid_reliable,13
9047,referral_hospital,O2_0098,peri_urban,162,1,1,1,1,LOX_bulk_tank,4,3,0.4,1,14,5,2,0,1,1,1,1,0,0,not_applicable,2023,4,40,pneumonia_adult,34,6,1,4,0,951.0,24.0,1,grid_unreliable,1
9048,referral_hospital,O2_0128,urban,256,1,1,1,1,PSA_plant_onsite,0,0,1.2,1,9,6,6,1,1,1,1,1,1,0,not_applicable,2022,1,37,neonatal_respiratory,31,6,1,2,0,772.0,14.0,0,generator_only,1
9049,referral_hospital,O2_0145,urban,249,1,1,1,1,LOX_bulk_tank,0,0,7.2,1,13,5,0,0,1,1,1,1,1,0,not_applicable,2021,1,49,heart_failure,35,14,1,6,0,1212.0,16.0,1,solar,3
9050,referral_hospital,O2_0065,urban,245,1,1,1,1,oxygen_concentrator,0,0,1.5,1,10,5,0,0,1,1,1,0,0,5,concentrator_malfunction,2024,11,30,trauma,0,30,0,10,13,787.0,16.0,1,solar,11
9051,referral_hospital,O2_0178,urban,244,1,1,1,1,cylinder_piped,0,0,1.3,1,5,5,1,0,1,0,0,1,1,0,not_applicable,2022,11,42,neonatal_respiratory,27,15,1,9,0,806.0,7.0,1,grid_reliable,10
9052,referral_hospital,O2_0187,peri_urban,191,1,1,1,1,PSA_plant_onsite,0,0,1.4,1,5,5,7,1,1,1,1,1,0,0,not_applicable,2023,12,53,surgical_anaesthesia,53,0,1,0,0,734.0,8.0,0,grid_unreliable,10
9053,referral_hospital,O2_0010,urban,264,1,1,1,1,PSA_plant_onsite,0,0,3.2,1,9,1,4,0,1,1,1,1,1,0,not_applicable,2021,4,38,pneumonia_adult,24,14,0,4,0,637.0,18.0,1,generator_only,2
9054,referral_hospital,O2_0094,urban,223,1,1,1,1,oxygen_concentrator,5,3,2.0,1,10,2,8,0,1,1,0,1,0,0,not_applicable,2024,4,52,pneumonia_adult,37,15,1,1,0,807.0,24.0,1,generator_only,0
9055,referral_hospital,O2_0092,peri_urban,192,1,1,1,1,LOX_bulk_tank,0,0,1.5,1,3,5,0,0,1,1,0,1,1,0,not_applicable,2021,11,32,COVID19_severe,31,1,1,1,0,875.0,9.0,1,grid_unreliable,0
9056,referral_hospital,O2_0180,rural,234,1,1,1,1,cylinder_piped,0,0,2.5,1,11,4,4,0,1,0,0,1,1,0,not_applicable,2021,8,28,severe_malaria,22,6,0,3,0,890.0,40.0,1,grid_unreliable,13
9057,referral_hospital,O2_0025,urban,248,1,1,1,1,PSA_plant_onsite,0,0,0.3,1,12,4,0,0,1,1,1,1,1,0,not_applicable,2022,12,40,severe_malaria,29,11,1,3,0,1021.0,4.0,1,grid_reliable,4
9058,referral_hospital,O2_0135,peri_urban,262,1,1,1,1,PSA_plant_onsite,0,0,3.7,1,16,5,5,0,1,1,0,1,1,4,power_outage,2022,7,41,trauma,31,10,1,3,0,743.0,1.0,1,grid_unreliable,3
9059,referral_hospital,O2_0003,urban,311,1,1,1,1,PSA_plant_onsite,0,0,4.9,1,12,5,7,0,1,0,0,1,1,0,not_applicable,2024,11,41,sepsis,30,11,1,6,0,707.0,13.0,1,grid_unreliable,10
9060,referral_hospital,O2_0080,urban,239,1,1,1,1,cylinder_piped,0,0,0.4,1,6,1,8,0,1,1,1,0,0,3,cylinder_delivery_delay,2024,8,35,pneumonia_adult,0,35,0,10,4,853.0,4.0,1,generator_only,2
9061,referral_hospital,O2_0087,urban,254,1,1,1,1,LOX_bulk_tank,0,0,1.7,1,9,5,0,0,1,1,1,1,1,1,power_outage,2023,8,27,COVID19_severe,24,3,1,1,0,660.0,31.0,1,solar,6
9062,referral_hospital,O2_0060,urban,303,1,1,1,1,PSA_plant_onsite,0,0,5.4,1,10,6,15,0,1,0,0,1,1,0,not_applicable,2022,9,42,pneumonia_adult,33,9,1,4,0,595.0,32.0,1,grid_unreliable,13
9063,referral_hospital,O2_0064,peri_urban,291,1,1,1,1,cylinder_piped,0,0,6.3,1,9,5,1,0,1,1,1,1,0,0,not_applicable,2023,5,34,pneumonia_child,18,16,1,6,0,691.0,9.0,1,generator_only,0
9064,referral_hospital,O2_0020,peri_urban,283,1,1,1,1,cylinder_portable,0,0,1.6,1,14,9,11,0,1,0,0,1,1,0,not_applicable,2022,12,37,neonatal_respiratory,25,12,1,7,0,607.0,12.0,1,grid_unreliable,3
9065,referral_hospital,O2_0056,urban,282,1,1,1,1,oxygen_concentrator,6,4,5.4,1,12,6,1,0,1,1,1,0,0,8,supplier_stockout,2024,3,40,COVID19_severe,0,40,0,20,2,688.0,26.0,1,grid_unreliable,5
9066,referral_hospital,O2_0172,peri_urban,326,1,1,1,1,LOX_bulk_tank,0,0,8.3,1,9,8,0,0,1,1,0,1,1,0,not_applicable,2024,1,39,neonatal_respiratory,25,14,1,3,0,1037.0,9.0,1,grid_reliable,12
9067,referral_hospital,O2_0163,urban,304,1,1,1,1,PSA_plant_onsite,0,0,0.8,1,7,3,1,1,1,1,1,1,0,0,not_applicable,2024,11,29,pneumonia_child,13,16,0,5,0,974.0,38.0,1,grid_reliable,7
9068,referral_hospital,O2_0118,peri_urban,301,1,1,1,1,LOX_bulk_tank,5,4,1.1,1,9,5,1,0,1,1,1,1,1,0,not_applicable,2024,8,31,other_hypoxemia,15,16,0,8,0,958.0,29.0,1,grid_unreliable,3
9069,referral_hospital,O2_0085,rural,336,1,1,1,1,PSA_plant_onsite,5,3,1.9,1,7,7,2,0,1,1,1,0,0,2,power_outage,2023,9,31,surgical_anaesthesia,0,31,0,14,13,603.0,7.0,1,solar,3
9070,referral_hospital,O2_0053,peri_urban,263,1,1,1,1,cylinder_piped,0,0,1.6,1,9,3,0,0,1,0,0,1,0,1,power_outage,2022,1,47,neonatal_respiratory,33,14,1,6,0,849.0,55.0,1,grid_reliable,23
9071,referral_hospital,O2_0037,urban,362,1,1,1,1,cylinder_portable,0,0,1.7,1,11,7,2,0,1,1,0,1,1,0,not_applicable,2024,2,43,heart_failure,32,11,1,4,0,702.0,2.0,1,grid_reliable,1
9072,referral_hospital,O2_0040,rural,334,1,1,1,1,oxygen_concentrator,4,1,1.0,1,2,4,3,0,1,1,0,0,0,18,concentrator_malfunction,2021,2,40,pneumonia_child,0,40,0,9,9,692.0,13.0,1,grid_unreliable,7
9073,referral_hospital,O2_0193,urban,245,1,1,1,1,cylinder_portable,0,0,2.4,1,16,11,0,0,1,1,1,1,1,0,not_applicable,2024,10,44,neonatal_respiratory,37,7,1,4,0,822.0,56.0,1,generator_only,16
9074,referral_hospital,O2_0006,peri_urban,284,1,1,1,1,oxygen_concentrator,5,3,4.5,1,8,5,4,0,1,1,0,1,0,0,not_applicable,2022,9,42,pneumonia_child,36,6,1,3,0,671.0,1.0,1,grid_reliable,3
9075,referral_hospital,O2_0167,peri_urban,266,1,1,1,1,LOX_bulk_tank,0,0,4.0,1,11,3,2,0,1,1,1,1,0,0,not_applicable,2023,8,46,surgical_anaesthesia,37,9,1,4,0,657.0,20.0,1,grid_unreliable,7
9076,referral_hospital,O2_0178,urban,277,1,1,1,1,PSA_plant_onsite,0,0,3.0,1,7,5,0,1,1,1,1,1,1,0,not_applicable,2024,3,31,trauma,25,6,1,1,0,730.0,7.0,1,solar,0
9077,referral_hospital,O2_0035,urban,235,1,1,1,1,LOX_bulk_tank,0,0,3.5,1,7,4,9,0,1,1,1,0,0,2,demand_surge,2022,5,39,COVID19_severe,0,39,0,9,7,823.0,1.0,1,none,1
9078,referral_hospital,O2_0164,urban,254,1,1,1,1,cylinder_piped,0,0,7.1,1,14,2,3,0,1,1,1,1,1,0,not_applicable,2024,3,41,COVID19_severe,39,2,1,0,0,1166.0,7.0,1,grid_reliable,0
9079,referral_hospital,O2_0041,peri_urban,258,1,1,1,1,oxygen_concentrator,3,1,1.4,1,10,3,0,0,1,0,0,1,0,0,not_applicable,2022,2,42,COPD_exacerbation,37,5,1,0,0,943.0,5.0,1,none,9
9080,referral_hospital,O2_0134,urban,294,1,1,1,1,cylinder_piped,0,0,1.4,1,7,11,8,0,1,1,1,1,1,0,not_applicable,2021,1,48,trauma,39,9,1,4,0,746.0,3.0,1,solar,0
9081,referral_hospital,O2_0155,urban,312,1,1,1,1,PSA_plant_onsite,2,1,5.1,1,14,5,3,1,1,1,1,1,1,0,not_applicable,2023,10,32,surgical_anaesthesia,23,9,1,4,0,884.0,10.0,1,grid_reliable,4
9082,referral_hospital,O2_0141,urban,256,1,1,1,1,PSA_plant_onsite,0,0,1.5,1,10,8,5,1,1,1,1,1,1,0,not_applicable,2021,1,42,other_hypoxemia,27,15,0,6,0,654.0,22.0,1,grid_reliable,1
9083,referral_hospital,O2_0156,rural,281,1,1,1,1,PSA_plant_onsite,0,0,3.2,1,14,2,6,1,1,1,1,1,1,0,not_applicable,2022,7,25,severe_malaria,19,6,1,3,0,763.0,45.0,1,grid_reliable,5
9084,referral_hospital,O2_0099,urban,244,1,1,1,1,PSA_plant_onsite,0,0,0.5,1,11,3,2,0,1,1,0,1,1,5,PSA_plant_breakdown,2022,7,34,asthma_severe,23,11,1,5,0,872.0,8.0,0,grid_reliable,6
9085,referral_hospital,O2_0073,rural,248,1,1,1,1,PSA_plant_onsite,8,7,0.2,1,7,2,1,1,1,1,1,1,1,3,cylinder_delivery_delay,2021,9,39,COVID19_severe,27,12,1,2,0,797.0,23.0,1,grid_unreliable,3
9086,referral_hospital,O2_0054,rural,217,1,1,1,1,PSA_plant_onsite,0,0,3.3,1,7,2,6,0,1,1,0,1,1,0,not_applicable,2024,10,33,pneumonia_adult,22,11,1,4,0,818.0,12.0,1,solar,5
9087,referral_hospital,O2_0037,peri_urban,194,1,1,1,1,LOX_bulk_tank,0,0,0.9,1,16,4,0,0,1,1,1,1,1,0,not_applicable,2023,12,39,other_hypoxemia,39,0,1,0,0,1043.0,23.0,0,grid_reliable,0
9088,referral_hospital,O2_0002,urban,207,1,1,1,1,oxygen_concentrator,4,3,0.1,1,12,6,0,0,1,1,0,1,1,0,not_applicable,2023,1,50,neonatal_respiratory,45,5,0,2,0,774.0,19.0,1,grid_unreliable,0
9089,referral_hospital,O2_0170,peri_urban,266,1,1,1,1,cylinder_piped,0,0,2.9,1,7,6,5,0,1,1,1,1,1,7,power_outage,2022,2,36,asthma_severe,24,12,1,4,0,443.0,0.0,1,generator_only,2
9090,referral_hospital,O2_0139,rural,227,1,1,1,1,cylinder_piped,6,3,3.1,1,8,5,1,0,1,1,0,1,1,0,not_applicable,2024,10,26,COVID19_severe,17,9,1,2,0,804.0,13.0,1,grid_reliable,0
9091,referral_hospital,O2_0189,urban,227,1,1,1,1,oxygen_concentrator,3,3,4.3,1,14,7,1,0,1,1,1,0,0,5,power_outage,2023,12,34,neonatal_respiratory,0,34,0,12,15,908.0,11.0,1,grid_reliable,1
9092,referral_hospital,O2_0099,peri_urban,269,1,1,1,1,LOX_bulk_tank,0,0,5.2,1,12,5,6,0,1,1,0,0,0,5,concentrator_malfunction,2023,6,34,pneumonia_adult,0,34,0,7,11,801.0,17.0,1,grid_reliable,8
9093,referral_hospital,O2_0064,rural,244,1,1,1,1,LOX_bulk_tank,0,0,1.5,1,10,7,18,0,1,1,1,1,1,0,not_applicable,2023,5,44,severe_malaria,31,13,1,7,0,678.0,3.0,0,generator_only,4
9094,referral_hospital,O2_0163,urban,275,1,1,1,1,PSA_plant_onsite,4,3,7.0,1,7,4,0,1,1,1,1,1,0,0,not_applicable,2022,11,33,neonatal_respiratory,26,7,1,1,0,825.0,46.0,1,grid_unreliable,0
9095,referral_hospital,O2_0102,urban,255,1,1,1,1,PSA_plant_onsite,5,4,0.1,1,7,5,14,1,1,1,1,1,1,0,not_applicable,2022,11,37,heart_failure,26,11,1,3,0,929.0,17.0,0,generator_only,13
9096,referral_hospital,O2_0095,peri_urban,225,1,1,1,1,PSA_plant_onsite,0,0,3.0,1,10,9,12,1,1,1,1,1,0,0,not_applicable,2023,12,35,pneumonia_child,34,1,1,1,0,669.0,6.0,1,generator_only,4
9097,referral_hospital,O2_0162,peri_urban,208,1,1,1,1,cylinder_piped,0,0,1.0,1,6,3,1,0,1,0,0,1,1,15,PSA_plant_breakdown,2024,9,37,pneumonia_child,30,7,1,0,0,809.0,24.0,1,grid_reliable,5
9098,referral_hospital,O2_0107,urban,285,1,1,1,1,oxygen_concentrator,5,4,5.3,1,3,7,0,0,1,1,1,1,1,0,not_applicable,2024,10,38,pneumonia_adult,30,8,0,3,0,742.0,36.0,1,grid_unreliable,3
9099,referral_hospital,O2_0145,peri_urban,200,1,1,1,1,oxygen_concentrator,8,6,4.7,1,8,8,2,0,1,1,0,0,0,14,cylinder_delivery_delay,2022,9,48,trauma,0,48,0,12,2,843.0,3.0,1,grid_unreliable,0
9100,referral_hospital,O2_0104,peri_urban,192,1,1,1,1,LOX_bulk_tank,0,0,1.4,1,9,4,13,0,1,1,1,1,1,0,not_applicable,2023,6,35,COPD_exacerbation,27,8,1,5,0,735.0,7.0,0,grid_reliable,2
9101,referral_hospital,O2_0184,urban,257,1,1,1,1,oxygen_concentrator,6,5,4.9,1,4,5,0,0,1,1,1,0,0,27,demand_surge,2023,2,39,surgical_anaesthesia,0,39,0,15,20,520.0,2.0,1,solar,3
9102,referral_hospital,O2_0160,peri_urban,304,1,1,1,1,LOX_bulk_tank,5,5,1.3,1,11,2,4,0,1,1,1,1,0,0,not_applicable,2022,1,49,pneumonia_child,44,5,1,2,0,966.0,34.0,1,grid_reliable,3
9103,referral_hospital,O2_0152,urban,239,1,1,1,1,oxygen_concentrator,4,3,0.7,1,13,4,1,0,1,1,1,1,1,7,concentrator_malfunction,2023,11,38,COVID19_severe,34,4,1,2,0,955.0,7.0,1,grid_unreliable,4
9104,referral_hospital,O2_0114,urban,286,1,1,1,1,PSA_plant_onsite,0,0,6.6,1,9,2,8,1,1,1,1,0,0,10,power_outage,2022,11,45,pneumonia_child,0,45,0,19,11,831.0,19.0,1,grid_unreliable,1
9105,referral_hospital,O2_0011,rural,239,1,1,1,1,cylinder_piped,0,0,2.8,1,14,6,5,0,1,1,1,1,1,2,power_outage,2023,5,40,COVID19_severe,40,0,1,0,0,582.0,1.0,1,grid_reliable,5
9106,referral_hospital,O2_0076,urban,222,1,1,1,1,PSA_plant_onsite,0,0,2.5,1,7,6,26,1,1,1,1,1,1,0,not_applicable,2021,4,43,pneumonia_adult,33,10,0,2,0,871.0,3.0,1,grid_reliable,6
9107,referral_hospital,O2_0139,urban,233,1,1,1,1,oxygen_concentrator,6,5,3.3,1,8,5,0,0,1,0,0,1,1,0,not_applicable,2024,9,40,severe_malaria,31,9,1,3,0,774.0,28.0,1,grid_unreliable,6
9108,referral_hospital,O2_0130,peri_urban,281,1,1,1,1,LOX_bulk_tank,0,0,1.1,1,9,9,2,0,1,1,1,0,0,9,cylinder_delivery_delay,2022,5,45,pneumonia_child,0,45,0,21,13,859.0,45.0,1,solar,6
9109,referral_hospital,O2_0139,urban,271,1,1,1,1,LOX_bulk_tank,0,0,0.9,1,11,1,3,0,1,0,0,1,0,0,not_applicable,2022,10,28,neonatal_respiratory,20,8,1,3,0,649.0,14.0,1,grid_unreliable,14
9110,referral_hospital,O2_0074,urban,251,1,1,1,1,LOX_bulk_tank,5,1,1.0,1,15,1,2,0,1,1,1,1,1,3,concentrator_malfunction,2023,10,50,trauma,43,7,0,4,0,796.0,13.0,1,generator_only,1
9111,referral_hospital,O2_0167,peri_urban,250,1,1,1,1,LOX_bulk_tank,0,0,2.0,1,11,7,7,0,1,1,1,1,1,1,power_outage,2022,7,36,pneumonia_child,23,13,0,5,0,466.0,17.0,1,grid_reliable,7
9112,referral_hospital,O2_0004,urban,246,1,1,1,1,oxygen_concentrator,5,1,3.5,1,9,7,5,0,1,1,0,1,1,0,not_applicable,2021,5,30,sepsis,21,9,0,3,0,856.0,36.0,1,generator_only,0
9113,referral_hospital,O2_0128,urban,258,1,1,1,1,cylinder_piped,0,0,2.2,1,6,6,1,0,1,1,1,1,1,0,not_applicable,2024,9,37,asthma_severe,27,10,1,3,0,795.0,42.0,1,grid_reliable,8
9114,referral_hospital,O2_0099,urban,128,1,1,1,1,cylinder_piped,4,2,0.3,1,9,5,1,0,1,1,1,1,1,0,not_applicable,2021,7,46,pneumonia_adult,35,11,1,3,0,656.0,27.0,1,grid_reliable,4
9115,referral_hospital,O2_0181,peri_urban,206,1,1,1,1,LOX_bulk_tank,6,2,4.0,1,8,7,3,0,1,1,0,0,0,16,power_outage,2024,8,31,trauma,0,31,0,11,12,637.0,15.0,1,generator_only,9
9116,referral_hospital,O2_0185,urban,211,1,1,1,1,LOX_bulk_tank,0,0,4.2,1,14,5,23,0,1,1,1,1,1,0,not_applicable,2023,7,38,trauma,35,3,1,0,0,723.0,12.0,1,solar,5
9117,referral_hospital,O2_0173,peri_urban,254,1,1,1,1,PSA_plant_onsite,0,0,0.8,1,7,7,12,0,1,1,1,1,1,0,not_applicable,2024,4,38,neonatal_respiratory,38,0,0,0,0,640.0,39.0,1,grid_unreliable,0
9118,referral_hospital,O2_0136,urban,260,1,1,1,1,LOX_bulk_tank,5,4,8.4,1,9,3,3,0,1,1,1,1,0,0,not_applicable,2021,8,38,severe_malaria,29,9,1,3,0,967.0,47.0,1,grid_reliable,0
9119,referral_hospital,O2_0051,peri_urban,233,1,1,1,1,cylinder_piped,0,0,2.4,1,9,6,2,0,1,1,1,1,0,1,supplier_stockout,2022,1,46,neonatal_respiratory,38,8,0,2,0,1040.0,14.0,1,grid_reliable,4
9120,referral_hospital,O2_0033,peri_urban,239,1,1,1,1,oxygen_concentrator,2,1,1.1,1,9,4,1,0,1,1,0,1,0,0,not_applicable,2023,6,38,surgical_anaesthesia,33,5,1,4,0,847.0,56.0,1,grid_unreliable,19
9121,referral_hospital,O2_0097,peri_urban,271,1,1,1,1,LOX_bulk_tank,0,0,3.8,1,11,6,2,0,1,1,1,1,1,0,not_applicable,2024,12,40,neonatal_respiratory,34,6,1,6,0,573.0,1.0,1,grid_unreliable,2
9122,referral_hospital,O2_0087,urban,262,1,1,1,1,LOX_bulk_tank,0,0,5.2,1,15,4,7,0,1,1,1,0,0,8,cylinder_delivery_delay,2023,10,42,pneumonia_child,0,42,0,11,9,730.0,0.0,1,grid_reliable,0
9123,referral_hospital,O2_0076,urban,212,1,1,1,1,oxygen_concentrator,7,4,0.7,1,9,4,2,0,1,1,1,1,1,0,not_applicable,2023,8,41,COVID19_severe,26,15,0,6,0,779.0,12.0,1,grid_reliable,3
9124,referral_hospital,O2_0129,rural,210,1,1,1,1,cylinder_piped,2,1,6.0,1,8,7,3,0,1,1,1,1,1,0,not_applicable,2024,1,46,pneumonia_child,34,12,1,1,0,726.0,3.0,1,solar,0
9125,referral_hospital,O2_0180,urban,315,1,1,1,1,LOX_bulk_tank,0,0,10.4,1,8,2,15,0,1,1,1,1,0,1,cylinder_delivery_delay,2022,1,41,neonatal_respiratory,31,10,1,5,0,812.0,12.0,1,grid_unreliable,0
9126,referral_hospital,O2_0186,urban,314,1,1,1,1,LOX_bulk_tank,9,5,0.1,1,9,5,3,0,1,1,0,1,1,2,PSA_plant_breakdown,2023,2,51,severe_malaria,47,4,1,1,0,810.0,15.0,1,grid_unreliable,3
9127,referral_hospital,O2_0122,urban,235,1,1,1,1,cylinder_piped,0,0,0.1,1,10,4,3,0,1,0,0,1,1,0,not_applicable,2023,10,46,COVID19_severe,31,15,0,6,0,718.0,7.0,1,none,4
9128,referral_hospital,O2_0073,peri_urban,231,1,1,1,1,cylinder_piped,6,5,1.0,1,8,5,1,0,1,1,0,1,1,0,not_applicable,2024,1,41,neonatal_respiratory,24,17,1,7,0,727.0,3.0,1,grid_unreliable,1
9129,referral_hospital,O2_0028,urban,221,1,1,1,1,PSA_plant_onsite,0,0,2.1,1,11,9,3,1,1,0,0,1,1,0,not_applicable,2024,2,32,pneumonia_adult,21,11,1,4,0,648.0,6.0,1,grid_reliable,0
9130,referral_hospital,O2_0081,peri_urban,294,1,1,1,1,cylinder_piped,0,0,9.8,1,12,7,2,0,1,1,0,1,1,0,not_applicable,2024,11,49,pneumonia_child,34,15,1,5,0,972.0,60.0,1,solar,0
9131,referral_hospital,O2_0044,rural,234,1,1,1,1,LOX_bulk_tank,0,0,2.9,1,9,5,1,0,1,1,0,1,0,0,not_applicable,2023,1,34,trauma,30,4,0,1,0,1136.0,8.0,1,grid_unreliable,5
9132,referral_hospital,O2_0113,urban,262,1,1,1,1,cylinder_piped,0,0,1.6,1,12,7,0,0,1,0,0,1,1,1,demand_surge,2023,5,40,neonatal_respiratory,32,8,1,3,0,531.0,3.0,1,none,5
9133,referral_hospital,O2_0164,rural,229,1,1,1,1,oxygen_concentrator,8,6,2.3,1,7,6,0,0,1,1,1,1,1,0,not_applicable,2021,7,39,pneumonia_adult,22,17,1,8,0,623.0,12.0,1,grid_reliable,20
9134,referral_hospital,O2_0001,peri_urban,166,1,1,1,1,oxygen_concentrator,4,2,11.7,1,13,4,7,0,1,0,0,1,1,0,not_applicable,2022,6,54,severe_malaria,41,13,1,2,0,909.0,23.0,0,solar,0
9135,referral_hospital,O2_0100,urban,147,1,1,1,1,PSA_plant_onsite,0,0,7.0,1,11,7,5,1,1,1,0,1,1,0,not_applicable,2022,3,41,COVID19_severe,41,0,1,0,0,845.0,3.0,1,none,2
9136,referral_hospital,O2_0137,urban,288,1,1,1,1,LOX_bulk_tank,0,0,0.1,1,6,6,11,0,1,0,0,1,0,0,not_applicable,2021,1,54,COPD_exacerbation,50,4,0,1,0,713.0,3.0,1,grid_reliable,1
9137,referral_hospital,O2_0039,urban,238,1,1,1,1,cylinder_portable,0,0,2.1,1,11,9,4,0,1,0,0,0,0,1,demand_surge,2024,10,35,pneumonia_child,0,35,0,10,10,570.0,17.0,0,solar,12
9138,referral_hospital,O2_0154,peri_urban,217,1,1,1,1,PSA_plant_onsite,0,0,1.7,1,7,8,7,1,1,1,0,1,1,0,not_applicable,2021,2,48,pneumonia_adult,35,13,1,1,0,972.0,27.0,1,generator_only,4
9139,referral_hospital,O2_0133,rural,161,1,1,1,1,cylinder_piped,0,0,0.5,1,8,5,1,0,1,1,1,1,1,0,not_applicable,2023,2,44,pneumonia_child,34,10,1,4,0,793.0,44.0,1,grid_reliable,4
9140,referral_hospital,O2_0117,urban,278,1,1,1,1,oxygen_concentrator,0,0,6.3,1,5,5,2,0,1,0,0,0,0,30,demand_surge,2022,5,46,pneumonia_adult,0,46,0,17,11,566.0,16.0,1,generator_only,2
9141,referral_hospital,O2_0115,urban,251,1,1,1,1,oxygen_concentrator,4,2,0.5,1,11,4,0,0,1,1,1,1,1,15,PSA_plant_breakdown,2023,10,40,severe_malaria,31,9,1,3,0,769.0,54.0,1,grid_reliable,2
9142,referral_hospital,O2_0047,urban,271,1,1,1,1,LOX_bulk_tank,0,0,0.4,1,18,2,2,0,1,1,1,0,0,1,power_outage,2023,8,32,surgical_anaesthesia,0,32,0,11,14,931.0,1.0,1,generator_only,10
9143,referral_hospital,O2_0028,peri_urban,319,1,1,1,1,PSA_plant_onsite,0,0,3.5,1,13,4,0,1,1,1,1,1,1,0,not_applicable,2023,5,41,severe_malaria,34,7,1,5,0,952.0,12.0,1,solar,2
9144,referral_hospital,O2_0106,peri_urban,235,1,1,1,1,oxygen_concentrator,5,2,2.4,1,18,3,5,0,1,1,1,1,1,0,not_applicable,2021,2,42,COVID19_severe,34,8,0,4,0,729.0,9.0,1,grid_unreliable,0
9145,referral_hospital,O2_0002,rural,245,1,1,1,1,oxygen_concentrator,5,1,0.5,1,3,9,1,0,1,1,0,1,0,1,supplier_stockout,2022,4,45,COPD_exacerbation,29,16,1,7,0,744.0,18.0,1,grid_reliable,4
9146,referral_hospital,O2_0130,peri_urban,251,1,1,1,1,cylinder_piped,0,0,0.8,1,10,3,3,0,1,1,1,1,0,9,regulator_valve_failure,2022,9,25,pneumonia_adult,22,3,0,1,0,688.0,10.0,1,grid_unreliable,4
9147,referral_hospital,O2_0136,urban,307,1,1,1,1,PSA_plant_onsite,0,0,3.9,1,12,2,2,1,1,1,0,0,0,22,PSA_plant_breakdown,2024,8,41,sepsis,0,41,0,18,12,667.0,14.0,1,grid_reliable,10
9148,referral_hospital,O2_0111,urban,225,1,1,1,1,cylinder_piped,0,0,4.0,1,10,4,1,0,1,1,1,1,1,0,not_applicable,2024,5,48,surgical_anaesthesia,31,17,1,4,0,854.0,13.0,0,none,15
9149,referral_hospital,O2_0014,peri_urban,221,1,1,1,1,LOX_bulk_tank,0,0,3.8,1,7,5,3,0,1,1,1,1,1,0,not_applicable,2024,3,41,asthma_severe,35,6,0,2,0,697.0,2.0,1,grid_reliable,10
9150,referral_hospital,O2_0176,urban,275,1,1,1,1,PSA_plant_onsite,0,0,1.6,1,10,6,2,1,1,1,0,0,0,6,funding_for_refill,2022,5,30,COVID19_severe,0,30,0,11,9,654.0,13.0,1,grid_reliable,0
9151,referral_hospital,O2_0095,peri_urban,282,1,1,1,1,cylinder_piped,7,6,5.5,1,6,7,12,0,1,1,1,1,1,3,demand_surge,2024,7,43,surgical_anaesthesia,23,20,0,7,0,847.0,3.0,1,grid_unreliable,2
9152,referral_hospital,O2_0088,urban,316,1,1,1,1,LOX_bulk_tank,0,0,4.8,1,12,6,0,0,1,0,0,1,0,0,not_applicable,2021,3,44,surgical_anaesthesia,30,14,0,6,0,726.0,3.0,1,grid_reliable,2
9153,referral_hospital,O2_0159,rural,285,1,1,1,1,oxygen_concentrator,7,1,1.0,1,12,6,1,0,1,1,1,1,1,0,not_applicable,2024,2,51,COVID19_severe,35,16,1,6,0,822.0,11.0,1,grid_reliable,1
9154,referral_hospital,O2_0173,rural,209,1,1,1,1,cylinder_portable,0,0,1.7,1,10,8,4,0,1,1,1,0,0,3,PSA_plant_breakdown,2022,10,45,neonatal_respiratory,0,45,0,13,11,756.0,55.0,0,grid_reliable,3
9155,referral_hospital,O2_0179,rural,315,1,1,1,1,PSA_plant_onsite,0,0,1.5,1,14,2,5,1,1,0,0,1,0,0,not_applicable,2021,3,42,neonatal_respiratory,22,20,1,7,0,630.0,19.0,1,generator_only,2
9156,referral_hospital,O2_0126,urban,219,1,1,1,1,LOX_bulk_tank,0,0,0.6,1,14,5,0,0,1,1,1,1,1,0,not_applicable,2021,10,28,other_hypoxemia,20,8,1,3,0,819.0,22.0,1,grid_reliable,7
9157,referral_hospital,O2_0188,urban,253,1,1,1,1,LOX_bulk_tank,0,0,0.9,1,11,4,6,0,1,1,1,1,1,0,not_applicable,2023,8,43,trauma,35,8,1,2,0,849.0,13.0,0,generator_only,0
9158,referral_hospital,O2_0016,rural,360,1,1,1,1,LOX_bulk_tank,0,0,1.1,1,13,6,4,0,1,0,0,1,0,1,demand_surge,2022,2,37,COVID19_severe,29,8,1,2,0,679.0,8.0,0,grid_reliable,0
9159,referral_hospital,O2_0048,peri_urban,331,1,1,1,1,oxygen_concentrator,4,1,1.4,1,6,5,6,0,1,1,0,1,1,0,not_applicable,2021,3,34,COVID19_severe,28,6,1,2,0,755.0,7.0,1,grid_reliable,11
9160,referral_hospital,O2_0098,rural,259,1,1,1,1,LOX_bulk_tank,0,0,4.3,1,12,3,18,0,1,1,1,1,1,0,not_applicable,2022,5,39,neonatal_respiratory,29,10,1,5,0,933.0,3.0,1,grid_reliable,1
9161,referral_hospital,O2_0056,peri_urban,230,1,1,1,1,cylinder_piped,0,0,5.6,1,7,9,1,0,1,1,0,1,0,0,not_applicable,2023,12,54,pneumonia_child,49,5,1,1,0,633.0,17.0,0,grid_reliable,4
9162,referral_hospital,O2_0134,urban,253,1,1,1,1,cylinder_portable,0,0,1.3,1,11,6,2,0,1,1,1,1,1,0,not_applicable,2022,1,32,pneumonia_adult,30,2,1,2,0,886.0,25.0,0,grid_reliable,9
9163,referral_hospital,O2_0093,urban,272,1,1,1,1,cylinder_piped,0,0,0.8,1,7,10,3,0,1,1,1,0,0,23,demand_surge,2022,5,36,pneumonia_child,0,36,0,12,6,615.0,2.0,0,generator_only,16
9164,referral_hospital,O2_0039,peri_urban,167,1,1,1,1,PSA_plant_onsite,7,1,3.0,1,6,7,0,0,1,1,1,1,1,0,not_applicable,2024,10,36,other_hypoxemia,36,0,1,0,0,832.0,54.0,0,grid_reliable,0
9165,referral_hospital,O2_0193,urban,251,1,1,1,1,PSA_plant_onsite,3,2,9.1,1,8,8,0,1,1,1,1,1,1,0,not_applicable,2023,4,38,pneumonia_child,29,9,1,4,0,872.0,3.0,1,grid_reliable,7
9166,referral_hospital,O2_0047,rural,207,1,1,1,1,LOX_bulk_tank,0,0,0.8,1,6,5,18,0,1,1,0,1,1,0,not_applicable,2021,8,43,COPD_exacerbation,26,17,1,7,0,686.0,5.0,1,generator_only,10
9167,referral_hospital,O2_0150,urban,239,1,1,1,1,cylinder_piped,0,0,7.2,1,10,4,6,0,1,1,0,1,1,0,not_applicable,2022,1,42,severe_malaria,30,12,1,4,0,994.0,22.0,1,grid_reliable,9
9168,referral_hospital,O2_0033,peri_urban,276,1,1,1,1,oxygen_concentrator,12,9,0.1,1,11,7,3,0,1,0,0,0,0,3,demand_surge,2022,3,31,other_hypoxemia,0,31,0,12,15,873.0,4.0,1,grid_reliable,2
9169,referral_hospital,O2_0152,urban,229,1,1,1,1,LOX_bulk_tank,0,0,2.6,1,12,4,14,0,1,1,1,1,0,0,not_applicable,2021,12,32,surgical_anaesthesia,27,5,1,2,0,699.0,27.0,1,generator_only,1
9170,referral_hospital,O2_0130,urban,250,1,1,1,1,cylinder_piped,0,0,3.6,1,9,9,6,0,1,1,0,1,1,0,not_applicable,2021,4,47,heart_failure,44,3,1,0,0,845.0,4.0,0,grid_reliable,0
9171,referral_hospital,O2_0199,urban,279,1,1,1,1,oxygen_concentrator,6,5,2.1,1,12,7,4,0,1,1,0,1,1,0,not_applicable,2022,6,35,COVID19_severe,28,7,1,3,0,1034.0,6.0,0,generator_only,3
9172,referral_hospital,O2_0110,urban,210,1,1,1,1,cylinder_piped,0,0,10.8,1,11,4,5,0,1,1,1,1,1,0,not_applicable,2024,5,40,COVID19_severe,40,0,1,0,0,716.0,1.0,1,grid_reliable,2
9173,referral_hospital,O2_0011,urban,259,1,1,1,1,oxygen_concentrator,3,1,2.3,1,10,7,0,0,1,1,0,1,1,0,not_applicable,2023,8,42,pneumonia_adult,37,5,1,1,0,1040.0,15.0,1,grid_reliable,0
9174,referral_hospital,O2_0135,urban,272,1,1,1,1,LOX_bulk_tank,0,0,7.0,1,10,3,20,0,1,1,1,1,1,0,not_applicable,2024,11,43,COVID19_severe,38,5,1,1,0,1026.0,0.0,1,generator_only,8
9175,referral_hospital,O2_0155,rural,222,1,1,1,1,PSA_plant_onsite,0,0,0.2,1,7,5,3,0,1,1,0,1,1,0,not_applicable,2023,7,32,COPD_exacerbation,31,1,1,1,0,823.0,13.0,1,grid_unreliable,0
9176,referral_hospital,O2_0151,peri_urban,136,1,1,1,1,oxygen_concentrator,4,4,4.4,1,9,6,9,0,1,0,0,1,1,0,not_applicable,2021,7,31,sepsis,22,9,1,6,0,677.0,18.0,1,grid_reliable,0
9177,referral_hospital,O2_0129,peri_urban,283,1,1,1,1,oxygen_concentrator,3,1,2.4,1,8,4,5,0,1,1,1,1,0,0,not_applicable,2021,4,32,asthma_severe,31,1,1,1,0,979.0,19.0,1,grid_reliable,3
9178,referral_hospital,O2_0199,rural,256,1,1,1,1,cylinder_piped,0,0,3.1,1,15,8,10,0,1,1,1,0,0,19,power_outage,2024,8,38,COVID19_severe,0,38,0,13,5,941.0,4.0,0,none,4
9179,referral_hospital,O2_0039,urban,308,1,1,1,1,oxygen_concentrator,9,6,1.8,1,11,5,4,0,1,0,0,1,1,11,cylinder_delivery_delay,2023,7,34,pneumonia_child,32,2,1,0,0,922.0,3.0,1,grid_unreliable,12
9180,referral_hospital,O2_0179,urban,213,1,1,1,1,cylinder_piped,0,0,1.4,1,11,2,6,0,1,1,1,0,0,6,demand_surge,2023,8,38,neonatal_respiratory,0,38,0,12,2,821.0,28.0,1,grid_unreliable,3
9181,referral_hospital,O2_0175,peri_urban,228,1,1,1,1,oxygen_concentrator,9,8,1.5,1,12,6,1,0,1,1,1,1,1,0,not_applicable,2024,7,39,neonatal_respiratory,31,8,1,4,0,738.0,11.0,1,grid_reliable,37
9182,referral_hospital,O2_0115,urban,243,1,1,1,1,cylinder_piped,2,1,5.0,1,14,4,10,0,1,1,1,1,0,0,not_applicable,2023,7,43,heart_failure,29,14,0,4,0,1041.0,2.0,1,grid_reliable,1
9183,referral_hospital,O2_0041,urban,248,1,1,1,1,oxygen_concentrator,4,3,7.0,1,11,0,2,0,1,1,1,1,1,0,not_applicable,2022,11,40,COPD_exacerbation,33,7,1,3,0,649.0,45.0,0,grid_unreliable,1
9184,referral_hospital,O2_0108,peri_urban,253,1,1,1,1,cylinder_piped,0,0,0.4,1,13,8,6,0,1,0,0,1,0,0,not_applicable,2023,3,42,neonatal_respiratory,42,0,0,0,0,726.0,7.0,1,grid_reliable,1
9185,referral_hospital,O2_0159,rural,297,1,1,1,1,LOX_bulk_tank,0,0,0.7,1,8,3,4,0,1,1,0,1,0,0,not_applicable,2024,10,50,other_hypoxemia,48,2,1,1,0,1130.0,19.0,1,solar,8
9186,referral_hospital,O2_0161,urban,268,1,1,1,1,cylinder_piped,0,0,7.0,1,10,8,4,0,1,0,0,1,1,3,piping_system_leak,2023,7,43,sepsis,30,13,1,4,0,995.0,13.0,1,generator_only,1
9187,referral_hospital,O2_0073,peri_urban,289,1,1,1,1,LOX_bulk_tank,0,0,1.9,1,6,2,3,0,1,1,1,1,0,4,concentrator_malfunction,2022,8,45,COPD_exacerbation,34,11,1,4,0,985.0,30.0,1,generator_only,10
9188,referral_hospital,O2_0128,peri_urban,301,1,1,1,1,PSA_plant_onsite,0,0,2.8,1,11,5,3,0,1,0,0,1,1,0,not_applicable,2022,4,42,other_hypoxemia,32,10,0,6,0,851.0,11.0,1,grid_reliable,10
9189,referral_hospital,O2_0004,peri_urban,232,1,1,1,1,LOX_bulk_tank,0,0,1.7,1,12,5,24,0,1,1,0,0,0,8,demand_surge,2022,12,30,pneumonia_adult,0,30,0,9,8,1089.0,92.0,1,generator_only,1
9190,referral_hospital,O2_0010,urban,165,1,1,1,1,oxygen_concentrator,4,3,1.7,1,7,6,2,0,1,0,0,1,1,0,not_applicable,2024,10,27,sepsis,21,6,0,4,0,886.0,25.0,0,grid_unreliable,1
9191,referral_hospital,O2_0009,urban,245,1,1,1,1,PSA_plant_onsite,0,0,1.6,1,11,3,5,0,1,1,0,1,1,0,not_applicable,2023,10,43,pneumonia_adult,34,9,1,1,0,505.0,1.0,1,none,3
9192,referral_hospital,O2_0113,rural,285,1,1,1,1,cylinder_portable,0,0,2.0,1,10,7,1,0,1,1,1,1,1,0,not_applicable,2024,6,44,pneumonia_adult,29,15,1,8,0,895.0,12.0,1,generator_only,3
9193,referral_hospital,O2_0177,peri_urban,283,1,1,1,1,LOX_bulk_tank,3,1,1.1,1,9,3,3,0,1,1,1,1,1,0,not_applicable,2024,7,39,neonatal_respiratory,30,9,1,5,0,749.0,13.0,1,generator_only,1
9194,referral_hospital,O2_0169,peri_urban,307,1,1,1,1,PSA_plant_onsite,0,0,0.7,1,16,8,26,1,1,1,1,1,1,1,empty_cylinders_not_collected,2022,8,37,COVID19_severe,34,3,0,2,0,527.0,11.0,1,grid_reliable,5
9195,referral_hospital,O2_0062,peri_urban,269,1,1,1,1,LOX_bulk_tank,0,0,0.2,1,6,3,3,0,1,1,1,0,0,8,no_oxygen_source,2024,10,46,surgical_anaesthesia,0,46,0,18,18,693.0,16.0,1,grid_reliable,5
9196,referral_hospital,O2_0011,urban,236,1,1,1,1,PSA_plant_onsite,6,4,6.1,1,10,4,1,1,1,1,1,0,0,16,concentrator_malfunction,2021,9,38,pneumonia_adult,0,38,0,17,14,952.0,0.0,0,grid_reliable,3
9197,referral_hospital,O2_0014,urban,283,1,1,1,1,LOX_bulk_tank,6,4,0.5,1,7,2,0,0,1,1,1,1,1,0,not_applicable,2022,10,38,COPD_exacerbation,30,8,0,3,0,937.0,3.0,0,grid_reliable,3
9198,referral_hospital,O2_0151,peri_urban,270,1,1,1,1,PSA_plant_onsite,0,0,3.9,1,17,9,4,1,1,1,0,1,1,0,not_applicable,2023,7,53,surgical_anaesthesia,45,8,0,2,0,652.0,22.0,1,grid_reliable,0
9199,referral_hospital,O2_0179,rural,217,1,1,1,1,LOX_bulk_tank,12,4,1.6,1,12,6,3,0,1,1,0,1,1,0,not_applicable,2021,12,35,severe_malaria,28,7,1,2,0,771.0,4.0,1,grid_reliable,4
9200,referral_hospital,O2_0085,urban,242,1,1,1,1,cylinder_piped,0,0,1.8,1,8,3,0,0,1,1,1,1,1,0,not_applicable,2022,5,55,severe_malaria,38,17,1,3,0,978.0,3.0,1,grid_reliable,10
9201,referral_hospital,O2_0074,peri_urban,263,1,1,1,1,LOX_bulk_tank,0,0,0.8,1,3,6,5,0,1,0,0,1,0,0,not_applicable,2023,9,41,heart_failure,23,18,1,4,0,765.0,3.0,1,grid_reliable,10
9202,referral_hospital,O2_0080,urban,297,1,1,1,1,LOX_bulk_tank,2,1,1.0,1,12,3,5,0,1,1,1,1,1,3,demand_surge,2023,2,45,pneumonia_adult,24,21,0,10,0,420.0,3.0,1,grid_unreliable,18
9203,referral_hospital,O2_0017,peri_urban,305,1,1,1,1,oxygen_concentrator,4,2,11.3,1,14,0,5,0,1,0,0,1,1,0,not_applicable,2024,10,35,neonatal_respiratory,32,3,1,1,0,591.0,0.0,1,generator_only,8
9204,referral_hospital,O2_0156,urban,259,1,1,1,1,cylinder_piped,0,0,0.3,1,14,6,0,0,1,1,1,1,0,0,not_applicable,2022,12,32,COVID19_severe,27,5,0,2,0,1168.0,15.0,1,generator_only,4
9205,referral_hospital,O2_0170,urban,270,1,1,1,1,PSA_plant_onsite,0,0,13.3,1,6,6,7,0,1,1,1,1,1,5,PSA_plant_breakdown,2021,7,34,neonatal_respiratory,31,3,1,0,0,769.0,45.0,1,grid_unreliable,12
9206,referral_hospital,O2_0185,rural,256,1,1,1,1,PSA_plant_onsite,0,0,0.6,1,6,6,8,0,1,1,1,1,0,0,not_applicable,2024,12,46,pneumonia_child,46,0,1,0,0,480.0,24.0,0,solar,2
9207,referral_hospital,O2_0172,rural,332,1,1,1,1,cylinder_piped,0,0,0.4,1,14,7,15,0,1,1,1,1,0,0,not_applicable,2024,11,47,other_hypoxemia,27,20,1,6,0,712.0,11.0,1,grid_unreliable,10
9208,referral_hospital,O2_0023,rural,280,1,1,1,1,cylinder_piped,0,0,1.0,1,10,3,17,0,1,1,0,0,0,30,funding_for_refill,2024,5,48,asthma_severe,0,48,0,17,12,992.0,1.0,1,grid_reliable,1
9209,referral_hospital,O2_0062,rural,204,1,1,1,1,LOX_bulk_tank,0,0,2.5,1,13,11,1,0,1,1,0,0,0,13,supplier_stockout,2024,5,33,pneumonia_adult,0,33,0,9,7,815.0,3.0,1,grid_reliable,1
9210,referral_hospital,O2_0038,peri_urban,256,1,1,1,1,PSA_plant_onsite,0,0,14.9,1,10,8,0,1,1,1,0,1,1,0,not_applicable,2022,5,49,trauma,49,0,1,0,0,1006.0,0.0,1,none,15
9211,referral_hospital,O2_0155,urban,255,1,1,1,1,cylinder_portable,0,0,1.1,1,11,9,1,0,1,0,0,1,1,11,demand_surge,2022,10,41,surgical_anaesthesia,34,7,1,4,0,717.0,7.0,1,solar,0
9212,referral_hospital,O2_0114,urban,251,1,1,1,1,LOX_bulk_tank,0,0,0.3,1,12,3,0,0,1,0,0,1,1,1,PSA_plant_breakdown,2022,9,41,severe_malaria,30,11,1,1,0,856.0,41.0,1,solar,0
9213,referral_hospital,O2_0065,urban,212,1,1,1,1,cylinder_portable,0,0,3.3,1,10,3,11,0,1,1,1,1,1,0,not_applicable,2024,2,50,pneumonia_child,47,3,1,2,0,628.0,3.0,1,grid_unreliable,5
9214,referral_hospital,O2_0112,urban,184,1,1,1,1,oxygen_concentrator,7,7,0.1,1,12,3,11,0,1,1,1,1,1,0,not_applicable,2023,1,46,severe_malaria,23,23,1,8,0,886.0,2.0,1,grid_unreliable,4
9215,referral_hospital,O2_0082,peri_urban,279,1,1,1,1,LOX_bulk_tank,6,3,4.1,1,14,3,17,0,1,0,0,1,1,0,not_applicable,2021,7,29,pneumonia_child,25,4,1,0,0,624.0,3.0,1,grid_reliable,2
9216,referral_hospital,O2_0120,peri_urban,271,1,1,1,1,cylinder_portable,0,0,0.2,1,12,5,5,0,1,1,1,0,0,9,PSA_plant_breakdown,2021,2,41,pneumonia_adult,0,41,0,18,12,863.0,30.0,1,none,9
9217,referral_hospital,O2_0058,urban,253,1,1,1,1,LOX_bulk_tank,0,0,1.5,1,12,7,3,0,1,1,1,0,0,1,demand_surge,2022,4,37,COPD_exacerbation,0,37,0,11,8,978.0,3.0,1,grid_unreliable,12
9218,referral_hospital,O2_0011,peri_urban,214,1,1,1,1,PSA_plant_onsite,0,0,5.2,1,4,5,1,0,1,1,1,1,1,0,not_applicable,2022,12,31,trauma,26,5,0,1,0,888.0,8.0,0,grid_reliable,4
9219,referral_hospital,O2_0134,urban,187,1,1,1,1,PSA_plant_onsite,0,0,1.2,1,14,8,0,0,1,0,0,1,1,0,not_applicable,2022,10,35,pneumonia_child,34,1,1,0,0,844.0,22.0,1,grid_unreliable,2
9220,referral_hospital,O2_0127,urban,304,1,1,1,1,oxygen_concentrator,5,5,12.0,1,8,9,0,0,1,1,1,1,1,0,not_applicable,2024,6,47,COVID19_severe,38,9,0,3,0,825.0,34.0,1,grid_unreliable,0
9221,referral_hospital,O2_0053,urban,302,1,1,1,1,cylinder_piped,6,2,0.4,1,10,5,5,0,1,1,1,1,1,0,not_applicable,2023,2,26,pneumonia_child,25,1,1,1,0,712.0,1.0,1,grid_reliable,1
9222,referral_hospital,O2_0167,rural,303,1,1,1,1,LOX_bulk_tank,2,1,0.8,1,8,8,2,0,1,1,1,0,0,18,piping_system_leak,2023,9,27,neonatal_respiratory,0,27,0,7,6,831.0,8.0,1,generator_only,7
9223,referral_hospital,O2_0153,urban,234,1,1,1,1,LOX_bulk_tank,0,0,0.6,1,13,7,0,0,1,1,0,1,1,0,not_applicable,2024,1,43,COPD_exacerbation,35,8,1,2,0,937.0,0.0,1,grid_reliable,3
9224,referral_hospital,O2_0107,urban,206,1,1,1,1,cylinder_piped,0,0,1.5,1,7,4,0,0,1,1,1,1,1,4,cylinder_delivery_delay,2021,4,38,neonatal_respiratory,24,14,1,6,0,756.0,16.0,1,grid_reliable,16
9225,referral_hospital,O2_0070,rural,179,1,1,1,1,oxygen_concentrator,5,2,0.2,1,8,7,4,0,1,1,1,1,1,0,not_applicable,2023,1,37,neonatal_respiratory,30,7,1,3,0,683.0,2.0,1,grid_reliable,7
9226,referral_hospital,O2_0045,rural,240,1,1,1,1,LOX_bulk_tank,0,0,2.0,1,5,3,4,0,1,0,0,1,1,0,not_applicable,2022,7,35,COVID19_severe,27,8,0,2,0,550.0,21.0,1,grid_unreliable,0
9227,referral_hospital,O2_0049,rural,237,1,1,1,1,LOX_bulk_tank,0,0,3.1,1,9,4,7,0,1,1,1,1,1,0,not_applicable,2024,9,44,severe_malaria,30,14,1,4,0,762.0,13.0,1,grid_reliable,0
9228,referral_hospital,O2_0068,rural,252,1,1,1,1,LOX_bulk_tank,0,0,4.2,1,8,5,8,0,1,1,0,0,0,2,concentrator_malfunction,2022,9,39,neonatal_respiratory,0,39,0,13,8,886.0,43.0,1,generator_only,0
9229,referral_hospital,O2_0032,rural,187,1,1,1,1,cylinder_piped,0,0,3.6,1,11,6,10,0,1,1,1,1,1,0,not_applicable,2024,5,31,other_hypoxemia,31,0,1,0,0,830.0,16.0,1,grid_reliable,4
9230,referral_hospital,O2_0191,rural,267,1,1,1,1,oxygen_concentrator,3,2,0.8,1,14,2,3,0,1,1,1,1,1,0,not_applicable,2022,10,28,pneumonia_adult,20,8,1,3,0,815.0,20.0,1,grid_reliable,0
9231,referral_hospital,O2_0148,rural,271,1,1,1,1,oxygen_concentrator,5,2,0.2,1,8,7,2,0,1,0,0,1,1,0,not_applicable,2023,2,31,asthma_severe,25,6,1,0,0,862.0,25.0,1,solar,4
9232,referral_hospital,O2_0095,rural,209,1,1,1,1,cylinder_piped,0,0,5.8,1,9,1,2,0,1,1,1,1,0,0,not_applicable,2022,10,36,pneumonia_child,36,0,1,0,0,798.0,18.0,0,grid_unreliable,2
9233,referral_hospital,O2_0092,urban,341,1,1,1,1,oxygen_concentrator,3,2,1.0,1,7,3,2,0,1,1,0,1,0,0,not_applicable,2023,7,43,pneumonia_adult,26,17,0,4,0,711.0,9.0,1,grid_reliable,10
9234,referral_hospital,O2_0045,peri_urban,194,1,1,1,1,PSA_plant_onsite,8,4,0.9,1,6,3,14,1,1,1,1,1,1,0,not_applicable,2024,11,34,COVID19_severe,34,0,1,0,0,681.0,28.0,0,grid_reliable,8
9235,referral_hospital,O2_0153,urban,233,1,1,1,1,oxygen_concentrator,9,6,1.9,1,12,5,0,0,1,1,1,1,1,0,not_applicable,2021,3,43,COPD_exacerbation,34,9,1,3,0,682.0,12.0,1,grid_reliable,0
9236,referral_hospital,O2_0130,urban,241,1,1,1,1,LOX_bulk_tank,0,0,4.0,1,11,6,2,0,1,1,0,1,1,0,not_applicable,2022,12,31,severe_malaria,30,1,1,1,0,603.0,22.0,1,grid_unreliable,23
9237,referral_hospital,O2_0175,peri_urban,189,1,1,1,1,cylinder_portable,0,0,1.3,1,5,4,3,0,1,1,1,1,1,1,PSA_plant_breakdown,2024,7,39,surgical_anaesthesia,38,1,1,1,0,686.0,15.0,1,grid_unreliable,4
9238,referral_hospital,O2_0175,urban,261,1,1,1,1,oxygen_concentrator,6,3,3.1,1,16,3,3,0,1,1,1,1,1,0,not_applicable,2024,3,41,severe_malaria,29,12,1,5,0,764.0,1.0,1,grid_reliable,12
9239,referral_hospital,O2_0124,rural,251,1,1,1,1,LOX_bulk_tank,0,0,0.6,1,5,4,1,0,1,1,0,0,0,2,demand_surge,2023,11,48,surgical_anaesthesia,0,48,0,13,10,518.0,46.0,1,grid_unreliable,0
9240,referral_hospital,O2_0169,urban,278,1,1,1,1,cylinder_portable,0,0,11.0,1,9,6,1,0,1,1,1,0,0,16,demand_surge,2023,4,36,other_hypoxemia,0,36,0,15,5,970.0,8.0,0,grid_reliable,2
9241,referral_hospital,O2_0039,urban,227,1,1,1,1,oxygen_concentrator,7,2,4.5,1,9,6,11,0,1,0,0,1,0,0,not_applicable,2023,1,37,COVID19_severe,28,9,1,5,0,840.0,5.0,1,grid_unreliable,7
9242,referral_hospital,O2_0161,peri_urban,314,1,1,1,1,cylinder_piped,0,0,8.2,1,14,7,16,0,1,1,1,0,0,5,cylinder_delivery_delay,2022,4,29,COPD_exacerbation,0,29,0,13,1,886.0,15.0,1,none,9
9243,referral_hospital,O2_0100,rural,233,1,1,1,1,LOX_bulk_tank,0,0,4.7,1,6,4,3,0,1,0,0,1,1,0,not_applicable,2023,5,39,pneumonia_child,35,4,1,1,0,907.0,20.0,1,none,13
9244,referral_hospital,O2_0065,urban,273,1,1,1,1,PSA_plant_onsite,0,0,1.5,1,6,6,2,0,1,1,1,1,1,0,not_applicable,2024,3,43,sepsis,36,7,0,3,0,712.0,4.0,1,grid_unreliable,9
9245,referral_hospital,O2_0020,urban,267,1,1,1,1,oxygen_concentrator,5,5,1.6,1,13,5,2,0,1,1,1,0,0,30,concentrator_malfunction,2023,8,48,COVID19_severe,0,48,0,18,4,735.0,48.0,1,solar,2
9246,referral_hospital,O2_0062,peri_urban,269,1,1,1,1,LOX_bulk_tank,5,2,3.1,1,8,8,1,0,1,1,1,0,0,20,power_outage,2024,10,42,severe_malaria,0,42,0,14,10,805.0,24.0,1,grid_reliable,1
9247,referral_hospital,O2_0070,urban,269,1,1,1,1,cylinder_portable,0,0,1.7,1,7,6,6,0,1,1,0,1,1,0,not_applicable,2021,2,43,sepsis,31,12,1,6,0,1038.0,2.0,1,grid_reliable,2
9248,referral_hospital,O2_0095,urban,258,1,1,1,1,PSA_plant_onsite,5,4,1.2,1,6,2,10,0,1,0,0,1,1,0,not_applicable,2022,8,37,surgical_anaesthesia,28,9,0,1,0,749.0,1.0,1,grid_reliable,3
9249,referral_hospital,O2_0174,peri_urban,261,1,1,1,1,PSA_plant_onsite,0,0,0.8,1,9,6,4,1,1,1,1,1,1,1,power_outage,2024,9,43,pneumonia_adult,33,10,1,1,0,795.0,31.0,1,solar,9
9250,referral_hospital,O2_0185,urban,260,1,1,1,1,LOX_bulk_tank,0,0,1.2,1,5,1,6,0,1,1,1,1,1,3,supplier_stockout,2022,10,37,heart_failure,36,1,1,0,0,612.0,1.0,0,grid_reliable,0
9251,referral_hospital,O2_0008,urban,244,1,1,1,1,PSA_plant_onsite,3,1,4.1,1,7,6,0,0,1,1,1,1,0,0,not_applicable,2022,2,43,trauma,38,5,1,2,0,688.0,5.0,1,grid_reliable,4
9252,referral_hospital,O2_0048,urban,264,1,1,1,1,PSA_plant_onsite,0,0,5.7,1,7,2,0,0,1,1,0,1,0,1,demand_surge,2023,4,45,neonatal_respiratory,45,0,1,0,0,807.0,11.0,1,grid_unreliable,0
9253,referral_hospital,O2_0176,urban,229,1,1,1,1,PSA_plant_onsite,0,0,0.3,1,12,5,2,0,1,0,0,1,1,1,concentrator_malfunction,2022,2,47,pneumonia_adult,45,2,1,0,0,785.0,9.0,1,grid_unreliable,0
9254,referral_hospital,O2_0150,rural,205,1,1,1,1,cylinder_piped,0,0,1.3,1,11,7,4,0,1,1,1,1,1,0,not_applicable,2024,4,53,COPD_exacerbation,44,9,0,4,0,878.0,6.0,0,grid_reliable,6
9255,referral_hospital,O2_0154,rural,251,1,1,1,1,PSA_plant_onsite,0,0,3.2,1,7,10,5,1,1,1,1,1,1,6,PSA_plant_breakdown,2024,3,46,COVID19_severe,26,20,1,5,0,661.0,47.0,1,grid_unreliable,3
9256,referral_hospital,O2_0040,peri_urban,218,1,1,1,1,LOX_bulk_tank,5,1,4.5,1,5,3,1,0,1,1,1,1,1,0,not_applicable,2024,2,36,COVID19_severe,26,10,1,4,0,717.0,26.0,1,generator_only,5
9257,referral_hospital,O2_0146,urban,229,1,1,1,1,oxygen_concentrator,5,1,0.9,1,10,7,2,0,1,1,1,0,0,6,concentrator_malfunction,2024,4,42,severe_malaria,0,42,0,14,19,700.0,2.0,1,grid_reliable,5
9258,referral_hospital,O2_0196,urban,275,1,1,1,1,LOX_bulk_tank,0,0,1.3,1,11,7,10,0,1,1,1,0,0,13,concentrator_malfunction,2023,8,35,heart_failure,0,35,0,13,3,955.0,4.0,1,none,12
9259,referral_hospital,O2_0076,urban,169,1,1,1,1,cylinder_piped,0,0,1.1,1,14,8,0,0,1,1,0,1,1,0,not_applicable,2024,9,46,surgical_anaesthesia,37,9,1,3,0,744.0,73.0,1,none,1
9260,referral_hospital,O2_0056,peri_urban,233,1,1,1,1,LOX_bulk_tank,0,0,2.5,1,8,1,1,0,1,1,1,1,1,0,not_applicable,2022,3,32,COPD_exacerbation,27,5,1,0,0,831.0,3.0,1,grid_reliable,0
9261,referral_hospital,O2_0106,rural,297,1,1,1,1,oxygen_concentrator,5,2,1.8,1,5,5,0,0,1,1,1,1,1,0,not_applicable,2023,2,46,neonatal_respiratory,46,0,1,0,0,538.0,6.0,1,generator_only,0
9262,referral_hospital,O2_0124,peri_urban,269,1,1,1,1,cylinder_piped,0,0,3.8,1,10,6,1,0,1,1,0,1,1,0,not_applicable,2024,4,40,COVID19_severe,36,4,1,0,0,637.0,21.0,0,grid_unreliable,9
9263,referral_hospital,O2_0021,peri_urban,232,1,1,1,1,LOX_bulk_tank,5,3,0.4,1,11,3,23,0,1,1,1,1,1,0,not_applicable,2023,8,41,COVID19_severe,34,7,1,0,0,765.0,22.0,1,grid_reliable,8
9264,referral_hospital,O2_0139,urban,251,1,1,1,1,LOX_bulk_tank,0,0,0.4,1,4,4,1,0,1,1,1,1,0,0,not_applicable,2022,4,27,pneumonia_adult,22,5,1,4,0,1043.0,17.0,1,generator_only,3
9265,referral_hospital,O2_0053,urban,244,1,1,1,1,PSA_plant_onsite,0,0,5.7,1,11,1,1,0,1,1,1,1,1,0,not_applicable,2022,7,50,COPD_exacerbation,24,26,1,3,0,738.0,6.0,1,grid_reliable,13
9266,referral_hospital,O2_0047,urban,353,1,1,1,1,oxygen_concentrator,4,2,2.7,1,15,7,2,0,1,1,1,1,1,0,not_applicable,2021,4,43,asthma_severe,28,15,1,9,0,931.0,1.0,1,generator_only,8
9267,referral_hospital,O2_0190,urban,203,1,1,1,1,oxygen_concentrator,1,0,1.0,1,10,4,7,0,1,1,1,1,1,0,not_applicable,2023,3,38,COPD_exacerbation,30,8,1,3,0,778.0,8.0,1,generator_only,4
9268,referral_hospital,O2_0113,peri_urban,217,1,1,1,1,cylinder_piped,0,0,0.4,1,6,4,1,0,1,1,0,1,1,0,not_applicable,2023,12,52,surgical_anaesthesia,38,14,0,5,0,768.0,111.0,1,grid_reliable,4
9269,referral_hospital,O2_0007,rural,250,1,1,1,1,PSA_plant_onsite,0,0,0.7,1,11,10,5,0,1,1,1,1,1,0,not_applicable,2023,12,37,COVID19_severe,28,9,0,1,0,796.0,14.0,1,grid_reliable,6
9270,referral_hospital,O2_0002,urban,242,1,1,1,1,LOX_bulk_tank,0,0,0.8,1,12,3,6,0,1,0,0,1,0,0,not_applicable,2023,12,37,pneumonia_adult,26,11,1,5,0,681.0,13.0,1,grid_unreliable,3
9271,referral_hospital,O2_0163,urban,198,1,1,1,1,PSA_plant_onsite,0,0,0.8,1,11,5,2,1,1,0,0,1,1,0,not_applicable,2024,3,41,COVID19_severe,28,13,0,5,0,691.0,6.0,0,generator_only,4
9272,referral_hospital,O2_0035,peri_urban,330,1,1,1,1,LOX_bulk_tank,0,0,0.3,1,8,6,0,0,1,1,1,1,0,0,not_applicable,2022,1,33,pneumonia_child,28,5,1,0,0,1045.0,63.0,1,grid_reliable,16
9273,referral_hospital,O2_0080,peri_urban,154,1,1,1,1,LOX_bulk_tank,6,4,4.5,1,12,3,1,0,1,1,0,1,1,0,not_applicable,2023,12,41,surgical_anaesthesia,30,11,1,6,0,924.0,0.0,1,generator_only,2
9274,referral_hospital,O2_0100,urban,229,1,1,1,1,oxygen_concentrator,4,1,6.1,1,3,7,2,0,1,1,0,1,1,0,not_applicable,2023,4,40,surgical_anaesthesia,33,7,0,3,0,797.0,27.0,1,grid_reliable,1
9275,referral_hospital,O2_0061,urban,205,1,1,1,1,PSA_plant_onsite,5,3,7.4,1,5,3,3,0,1,1,0,1,1,0,not_applicable,2021,5,42,pneumonia_child,28,14,1,6,0,703.0,52.0,1,grid_unreliable,0
9276,referral_hospital,O2_0143,urban,268,1,1,1,1,cylinder_portable,0,0,3.0,1,10,7,0,0,1,0,0,1,1,0,not_applicable,2023,10,37,COVID19_severe,33,4,0,0,0,989.0,0.0,1,grid_reliable,2
9277,referral_hospital,O2_0095,rural,276,1,1,1,1,oxygen_concentrator,7,4,5.6,1,9,3,7,0,1,1,1,1,0,2,concentrator_malfunction,2022,9,59,surgical_anaesthesia,36,23,1,8,0,665.0,7.0,1,generator_only,0
9278,referral_hospital,O2_0042,urban,268,1,1,1,1,LOX_bulk_tank,3,1,0.9,1,12,7,2,0,1,1,1,1,1,0,not_applicable,2022,6,35,surgical_anaesthesia,30,5,1,2,0,574.0,11.0,1,generator_only,7
9279,referral_hospital,O2_0084,urban,178,1,1,1,1,LOX_bulk_tank,0,0,3.7,1,15,6,1,0,1,1,1,0,0,5,demand_surge,2021,7,44,asthma_severe,0,44,0,9,10,1164.0,20.0,1,grid_reliable,2
9280,referral_hospital,O2_0009,urban,113,1,1,1,1,oxygen_concentrator,5,2,4.4,1,6,2,7,0,1,1,0,1,1,0,not_applicable,2023,6,46,pneumonia_child,44,2,1,0,0,902.0,38.0,1,grid_unreliable,0
9281,referral_hospital,O2_0112,urban,191,1,1,1,1,LOX_bulk_tank,6,3,1.4,1,18,4,5,0,1,1,1,1,1,0,not_applicable,2021,9,28,heart_failure,24,4,1,0,0,823.0,3.0,1,grid_unreliable,5
9282,referral_hospital,O2_0076,urban,210,1,1,1,1,oxygen_concentrator,5,2,0.0,1,13,3,3,0,1,1,0,1,1,0,not_applicable,2022,1,40,pneumonia_child,22,18,1,8,0,726.0,8.0,1,grid_reliable,4
9283,referral_hospital,O2_0168,urban,235,1,1,1,1,LOX_bulk_tank,0,0,6.5,1,11,10,3,0,1,1,1,1,0,0,not_applicable,2022,11,43,heart_failure,30,13,0,4,0,856.0,5.0,1,grid_unreliable,2
9284,referral_hospital,O2_0065,rural,329,1,1,1,1,LOX_bulk_tank,0,0,2.6,1,15,5,10,0,1,1,0,0,0,5,demand_surge,2024,8,43,severe_malaria,0,43,0,17,0,794.0,22.0,0,grid_reliable,7
9285,referral_hospital,O2_0180,urban,274,1,1,1,1,PSA_plant_onsite,4,2,5.0,1,5,7,10,0,1,1,0,0,0,2,concentrator_malfunction,2024,10,46,COVID19_severe,0,46,0,21,11,816.0,6.0,1,grid_reliable,5
9286,referral_hospital,O2_0073,urban,250,1,1,1,1,LOX_bulk_tank,0,0,3.1,1,11,3,19,0,1,1,1,1,0,9,PSA_plant_breakdown,2022,6,45,pneumonia_adult,44,1,1,0,0,778.0,0.0,1,grid_reliable,0
9287,referral_hospital,O2_0136,rural,177,1,1,1,1,cylinder_piped,0,0,6.9,1,11,5,0,0,1,0,0,1,0,1,demand_surge,2023,9,34,other_hypoxemia,32,2,1,1,0,721.0,8.0,1,grid_reliable,7
9288,referral_hospital,O2_0127,urban,283,1,1,1,1,cylinder_piped,0,0,5.7,1,7,6,3,0,1,1,1,1,1,0,not_applicable,2024,8,48,surgical_anaesthesia,23,25,1,12,0,664.0,17.0,1,grid_reliable,0
9289,referral_hospital,O2_0017,urban,306,1,1,1,1,PSA_plant_onsite,0,0,4.5,1,13,3,1,0,1,1,0,1,1,0,not_applicable,2021,3,37,COVID19_severe,28,9,0,4,0,596.0,83.0,1,grid_reliable,7
9290,referral_hospital,O2_0162,urban,204,1,1,1,1,cylinder_piped,5,1,8.0,1,12,3,13,0,1,1,1,1,0,0,not_applicable,2023,10,45,pneumonia_adult,41,4,1,2,0,867.0,29.0,1,grid_reliable,3
9291,referral_hospital,O2_0010,urban,239,1,1,1,1,cylinder_piped,0,0,6.3,1,13,6,4,0,1,1,1,1,1,0,not_applicable,2024,6,38,sepsis,37,1,0,0,0,494.0,4.0,1,grid_reliable,16
9292,referral_hospital,O2_0103,urban,288,1,1,1,1,PSA_plant_onsite,5,3,2.6,1,12,2,4,0,1,1,1,1,0,0,not_applicable,2023,5,43,pneumonia_child,31,12,1,4,0,717.0,7.0,1,grid_reliable,0
9293,referral_hospital,O2_0055,peri_urban,208,1,1,1,1,oxygen_concentrator,4,3,0.3,1,10,4,22,0,1,1,1,1,1,0,not_applicable,2022,8,60,trauma,51,9,1,1,0,666.0,34.0,1,generator_only,3
9294,referral_hospital,O2_0088,urban,285,1,1,1,1,oxygen_concentrator,7,7,0.3,1,5,9,2,0,1,1,1,1,0,0,not_applicable,2021,7,31,surgical_anaesthesia,24,7,0,3,0,839.0,0.0,0,grid_reliable,28
9295,referral_hospital,O2_0043,rural,229,1,1,1,1,PSA_plant_onsite,4,3,1.0,1,4,6,6,0,1,1,1,1,1,9,funding_for_refill,2021,8,46,trauma,44,2,1,1,0,679.0,1.0,1,grid_unreliable,11
9296,referral_hospital,O2_0054,rural,206,1,1,1,1,PSA_plant_onsite,0,0,0.7,1,10,4,5,0,1,1,1,1,1,0,not_applicable,2023,12,42,severe_malaria,42,0,1,0,0,467.0,2.0,1,grid_reliable,0
9297,referral_hospital,O2_0167,urban,277,1,1,1,1,PSA_plant_onsite,0,0,1.3,1,9,5,1,1,1,1,1,1,0,0,not_applicable,2021,10,46,trauma,42,4,1,3,0,609.0,16.0,1,grid_reliable,19
9298,referral_hospital,O2_0173,peri_urban,277,1,1,1,1,LOX_bulk_tank,0,0,0.0,1,14,4,3,0,1,1,0,1,1,0,not_applicable,2024,12,30,pneumonia_adult,22,8,1,1,0,674.0,34.0,1,grid_unreliable,0
9299,referral_hospital,O2_0038,peri_urban,194,1,1,1,1,cylinder_portable,0,0,1.2,1,10,6,8,0,1,0,0,1,1,0,not_applicable,2022,12,36,surgical_anaesthesia,36,0,0,0,0,862.0,13.0,0,grid_reliable,5
9300,referral_hospital,O2_0172,peri_urban,248,1,1,1,1,oxygen_concentrator,3,0,8.8,1,10,5,2,0,1,1,1,0,0,11,power_outage,2022,4,54,surgical_anaesthesia,0,54,0,17,17,968.0,0.0,0,none,7
9301,referral_hospital,O2_0151,peri_urban,259,1,1,1,1,PSA_plant_onsite,0,0,1.5,1,13,5,7,0,1,1,0,1,0,0,not_applicable,2023,10,37,sepsis,25,12,0,3,0,747.0,1.0,1,none,3
9302,referral_hospital,O2_0191,peri_urban,307,1,1,1,1,cylinder_portable,0,0,5.3,1,14,5,7,0,1,1,1,1,1,0,not_applicable,2024,7,35,sepsis,35,0,0,0,0,869.0,19.0,1,grid_unreliable,0
9303,referral_hospital,O2_0022,urban,274,1,1,1,1,cylinder_piped,0,0,6.3,1,10,9,0,0,1,1,1,1,0,0,not_applicable,2023,2,34,asthma_severe,29,5,0,0,0,564.0,64.0,1,grid_unreliable,0
9304,referral_hospital,O2_0134,rural,222,1,1,1,1,LOX_bulk_tank,0,0,4.6,1,11,7,1,0,1,1,0,1,1,0,not_applicable,2021,12,33,neonatal_respiratory,23,10,0,2,0,783.0,0.0,1,generator_only,5
9305,referral_hospital,O2_0151,rural,228,1,1,1,1,oxygen_concentrator,6,4,2.9,1,15,9,3,0,1,0,0,1,1,1,funding_for_refill,2023,4,39,pneumonia_adult,24,15,1,7,0,603.0,8.0,1,generator_only,1
9306,referral_hospital,O2_0142,peri_urban,243,1,1,1,1,oxygen_concentrator,8,6,0.4,1,16,7,0,0,1,1,0,1,1,0,not_applicable,2023,12,40,pneumonia_child,37,3,0,1,0,968.0,32.0,1,generator_only,1
9307,referral_hospital,O2_0067,urban,324,1,1,1,1,PSA_plant_onsite,4,4,4.4,1,7,4,10,1,1,1,0,1,1,0,not_applicable,2024,10,48,COPD_exacerbation,37,11,0,3,0,699.0,39.0,0,none,2
9308,referral_hospital,O2_0160,rural,252,1,1,1,1,PSA_plant_onsite,0,0,1.8,1,14,5,8,1,1,1,1,1,1,0,not_applicable,2022,7,37,pneumonia_adult,37,0,0,0,0,847.0,6.0,1,solar,8
9309,referral_hospital,O2_0011,urban,225,1,1,1,1,oxygen_concentrator,5,5,3.3,1,12,3,2,0,1,1,1,0,0,11,PSA_plant_breakdown,2021,11,43,surgical_anaesthesia,0,43,0,13,11,717.0,1.0,1,grid_reliable,0
9310,referral_hospital,O2_0090,urban,270,1,1,1,1,PSA_plant_onsite,0,0,3.0,1,18,4,4,0,1,1,0,1,1,0,not_applicable,2024,5,37,surgical_anaesthesia,35,2,1,1,0,747.0,4.0,1,grid_unreliable,0
9311,referral_hospital,O2_0031,urban,290,1,1,1,1,LOX_bulk_tank,10,8,0.9,1,10,6,0,0,1,1,1,1,1,0,not_applicable,2024,10,51,pneumonia_child,51,0,0,0,0,730.0,10.0,1,grid_unreliable,3
9312,referral_hospital,O2_0131,peri_urban,288,1,1,1,1,LOX_bulk_tank,5,5,9.7,1,9,9,14,0,1,1,0,1,1,0,not_applicable,2023,5,46,COVID19_severe,33,13,1,2,0,969.0,5.0,0,grid_unreliable,1
9313,referral_hospital,O2_0167,urban,211,1,1,1,1,oxygen_concentrator,1,1,2.4,1,8,5,3,0,1,1,1,1,1,0,not_applicable,2023,10,43,pneumonia_child,33,10,1,3,0,901.0,9.0,0,grid_reliable,4
9314,referral_hospital,O2_0077,urban,183,1,1,1,1,LOX_bulk_tank,0,0,9.8,1,3,8,4,0,1,1,0,1,1,0,not_applicable,2023,5,39,pneumonia_child,22,17,0,6,0,537.0,45.0,1,grid_reliable,0
9315,referral_hospital,O2_0006,rural,194,1,1,1,1,oxygen_concentrator,4,1,3.3,1,19,9,4,0,1,1,0,1,0,0,not_applicable,2024,10,33,pneumonia_child,19,14,1,7,0,511.0,9.0,1,grid_unreliable,2
9316,referral_hospital,O2_0006,rural,219,1,1,1,1,LOX_bulk_tank,0,0,0.4,1,7,6,4,0,1,1,1,1,1,0,not_applicable,2023,8,42,pneumonia_adult,32,10,0,2,0,941.0,26.0,1,solar,0
9317,referral_hospital,O2_0187,rural,228,1,1,1,1,LOX_bulk_tank,5,5,0.1,1,14,6,2,0,1,0,0,1,1,0,not_applicable,2021,8,35,neonatal_respiratory,31,4,1,1,0,939.0,3.0,0,solar,0
9318,referral_hospital,O2_0181,rural,166,1,1,1,1,cylinder_piped,0,0,0.4,1,7,6,6,0,1,1,0,1,1,0,not_applicable,2023,4,40,COVID19_severe,34,6,1,3,0,969.0,7.0,1,grid_reliable,2
9319,referral_hospital,O2_0029,rural,139,1,1,1,1,PSA_plant_onsite,4,2,5.9,1,16,7,0,0,1,1,1,0,0,18,empty_cylinders_not_collected,2022,10,31,neonatal_respiratory,0,31,0,16,7,845.0,7.0,1,grid_reliable,2
9320,referral_hospital,O2_0180,peri_urban,264,1,1,1,1,oxygen_concentrator,9,9,0.7,1,7,4,0,0,1,1,0,1,1,8,demand_surge,2023,12,44,pneumonia_child,40,4,0,3,0,838.0,12.0,1,grid_unreliable,0
9321,referral_hospital,O2_0085,peri_urban,310,1,1,1,1,LOX_bulk_tank,0,0,0.9,1,9,6,5,0,1,1,1,1,1,4,PSA_plant_breakdown,2024,6,34,neonatal_respiratory,22,12,1,7,0,751.0,13.0,1,grid_reliable,1
9322,referral_hospital,O2_0155,urban,247,1,1,1,1,LOX_bulk_tank,0,0,2.7,1,16,2,3,0,1,0,0,1,1,0,not_applicable,2023,12,38,COVID19_severe,37,1,1,1,0,861.0,13.0,1,grid_reliable,0
9323,referral_hospital,O2_0163,urban,194,1,1,1,1,oxygen_concentrator,6,4,0.1,1,8,6,8,0,1,1,1,1,1,0,not_applicable,2024,4,46,heart_failure,43,3,1,0,0,836.0,37.0,1,grid_reliable,3
9324,referral_hospital,O2_0154,urban,251,1,1,1,1,oxygen_concentrator,6,3,2.5,1,9,8,2,0,1,0,0,1,1,0,not_applicable,2022,11,36,pneumonia_child,34,2,1,1,0,537.0,18.0,1,grid_unreliable,0
9325,referral_hospital,O2_0090,peri_urban,279,1,1,1,1,PSA_plant_onsite,0,0,7.8,1,9,5,13,1,1,1,1,1,0,0,not_applicable,2022,1,44,other_hypoxemia,37,7,1,2,0,731.0,7.0,1,generator_only,1
9326,referral_hospital,O2_0002,urban,262,1,1,1,1,PSA_plant_onsite,0,0,1.3,1,9,7,8,1,1,1,1,0,0,3,PSA_plant_breakdown,2023,3,47,pneumonia_child,0,47,0,16,11,685.0,0.0,1,generator_only,3
9327,referral_hospital,O2_0192,urban,260,1,1,1,1,LOX_bulk_tank,0,0,1.0,1,5,2,1,0,1,0,0,1,1,4,PSA_plant_breakdown,2021,11,46,other_hypoxemia,26,20,0,9,0,531.0,11.0,1,grid_reliable,7
9328,referral_hospital,O2_0017,rural,208,1,1,1,1,oxygen_concentrator,2,1,6.4,1,11,4,9,0,1,1,1,1,1,0,not_applicable,2023,4,33,surgical_anaesthesia,29,4,1,0,0,714.0,18.0,1,grid_unreliable,0
9329,referral_hospital,O2_0195,urban,191,1,1,1,1,PSA_plant_onsite,0,0,1.2,1,6,3,5,1,1,1,1,1,1,0,not_applicable,2021,5,39,neonatal_respiratory,24,15,1,7,0,1076.0,71.0,1,grid_unreliable,17
9330,referral_hospital,O2_0113,peri_urban,293,1,1,1,1,LOX_bulk_tank,0,0,4.0,1,12,4,12,0,1,1,1,1,0,1,demand_surge,2023,5,32,severe_malaria,26,6,1,2,0,829.0,76.0,0,grid_reliable,1
9331,referral_hospital,O2_0090,urban,205,1,1,1,1,cylinder_piped,0,0,2.3,1,3,4,12,0,1,0,0,1,1,0,not_applicable,2023,12,42,pneumonia_child,29,13,1,9,0,898.0,13.0,1,grid_reliable,9
9332,referral_hospital,O2_0169,urban,285,1,1,1,1,PSA_plant_onsite,0,0,2.6,1,6,7,0,1,1,0,0,1,1,0,not_applicable,2022,3,48,asthma_severe,25,23,1,6,0,794.0,0.0,1,generator_only,4
9333,referral_hospital,O2_0072,rural,220,1,1,1,1,LOX_bulk_tank,0,0,2.7,1,7,6,5,0,1,0,0,1,1,2,cylinder_delivery_delay,2024,4,43,COPD_exacerbation,41,2,1,0,0,673.0,11.0,1,none,2
9334,referral_hospital,O2_0075,rural,295,1,1,1,1,oxygen_concentrator,5,4,6.9,1,8,6,0,0,1,1,0,1,1,0,not_applicable,2022,1,47,pneumonia_child,46,1,1,1,0,873.0,2.0,1,grid_reliable,3
9335,referral_hospital,O2_0193,urban,287,1,1,1,1,oxygen_concentrator,6,4,3.1,1,10,4,2,0,1,0,0,1,0,0,not_applicable,2024,1,43,sepsis,39,4,0,1,0,842.0,9.0,1,grid_unreliable,0
9336,referral_hospital,O2_0037,peri_urban,288,1,1,1,1,cylinder_piped,0,0,4.7,1,8,3,8,0,1,1,0,0,0,4,cylinder_delivery_delay,2024,6,32,sepsis,0,32,0,5,7,938.0,6.0,1,grid_unreliable,0
9337,referral_hospital,O2_0198,urban,243,1,1,1,1,LOX_bulk_tank,0,0,4.0,1,12,2,5,0,1,1,1,1,1,5,PSA_plant_breakdown,2022,8,31,heart_failure,25,6,1,3,0,1043.0,13.0,1,solar,2
9338,referral_hospital,O2_0183,rural,242,1,1,1,1,oxygen_concentrator,5,2,3.7,1,6,6,2,0,1,0,0,1,1,2,power_outage,2023,10,34,trauma,28,6,1,4,0,914.0,6.0,1,grid_unreliable,2
9339,referral_hospital,O2_0016,urban,275,1,1,1,1,PSA_plant_onsite,1,0,0.7,1,21,5,0,0,1,1,1,1,1,0,not_applicable,2023,11,37,sepsis,22,15,0,6,0,837.0,59.0,1,grid_unreliable,10
9340,referral_hospital,O2_0104,urban,200,1,1,1,1,cylinder_piped,0,0,1.7,1,16,10,1,0,1,1,1,1,1,0,not_applicable,2022,6,40,pneumonia_child,33,7,0,3,0,873.0,18.0,1,grid_unreliable,0
9341,referral_hospital,O2_0094,peri_urban,290,1,1,1,1,LOX_bulk_tank,0,0,2.3,1,10,3,4,0,1,1,1,1,1,0,not_applicable,2023,9,46,neonatal_respiratory,22,24,1,6,0,821.0,18.0,0,solar,5
9342,referral_hospital,O2_0121,urban,248,1,1,1,1,oxygen_concentrator,10,3,0.1,1,11,2,6,0,1,1,0,0,0,2,concentrator_malfunction,2023,9,37,sepsis,0,37,0,10,0,693.0,8.0,1,grid_reliable,7
9343,referral_hospital,O2_0047,peri_urban,251,1,1,1,1,oxygen_concentrator,3,1,0.2,1,8,2,4,0,1,0,0,1,0,1,PSA_plant_breakdown,2021,1,47,sepsis,29,18,1,7,0,734.0,4.0,1,grid_reliable,0
9344,referral_hospital,O2_0193,urban,330,1,1,1,1,cylinder_piped,3,2,11.4,1,9,8,9,0,1,1,1,1,1,1,supplier_stockout,2023,2,30,trauma,16,14,1,7,0,974.0,39.0,0,generator_only,5
9345,referral_hospital,O2_0179,rural,255,1,1,1,1,PSA_plant_onsite,0,0,1.9,1,7,7,4,1,1,1,1,0,0,17,concentrator_malfunction,2021,11,35,COVID19_severe,0,35,0,14,9,755.0,19.0,1,none,4
9346,referral_hospital,O2_0144,urban,254,1,1,1,1,cylinder_piped,3,1,6.3,1,15,2,0,0,1,1,1,1,0,0,not_applicable,2024,2,39,trauma,39,0,1,0,0,828.0,27.0,1,grid_unreliable,7
9347,referral_hospital,O2_0050,urban,277,1,1,1,1,oxygen_concentrator,1,0,0.3,1,12,3,8,0,1,1,1,1,1,0,not_applicable,2021,12,26,pneumonia_adult,25,1,1,0,0,1080.0,12.0,1,grid_reliable,6
9348,referral_hospital,O2_0047,urban,281,1,1,1,1,cylinder_piped,0,0,1.4,1,9,2,5,0,1,1,0,1,0,0,not_applicable,2023,8,37,surgical_anaesthesia,31,6,1,4,0,1164.0,5.0,1,solar,6
9349,referral_hospital,O2_0026,urban,266,1,1,1,1,LOX_bulk_tank,0,0,1.3,1,8,7,2,0,1,1,1,1,1,0,not_applicable,2024,7,31,COPD_exacerbation,24,7,1,2,0,793.0,13.0,1,grid_reliable,2
9350,referral_hospital,O2_0046,urban,272,1,1,1,1,LOX_bulk_tank,0,0,11.4,1,6,5,4,0,1,1,1,0,0,3,demand_surge,2022,7,42,pneumonia_adult,0,42,0,14,21,881.0,5.0,1,grid_reliable,4
9351,referral_hospital,O2_0138,peri_urban,247,1,1,1,1,LOX_bulk_tank,0,0,0.3,1,3,10,0,0,1,1,0,1,1,1,concentrator_malfunction,2023,2,30,surgical_anaesthesia,23,7,1,1,0,868.0,28.0,1,none,3
9352,referral_hospital,O2_0099,urban,267,1,1,1,1,LOX_bulk_tank,0,0,1.4,1,5,4,0,0,1,1,1,1,1,0,not_applicable,2022,6,40,sepsis,34,6,1,1,0,532.0,13.0,1,grid_unreliable,7
9353,referral_hospital,O2_0048,rural,290,1,1,1,1,LOX_bulk_tank,0,0,1.8,1,16,6,1,0,1,1,1,1,0,0,not_applicable,2022,10,32,neonatal_respiratory,29,3,1,1,0,612.0,36.0,1,grid_reliable,0
9354,referral_hospital,O2_0115,urban,189,1,1,1,1,cylinder_piped,0,0,2.4,1,14,6,1,0,1,1,0,1,0,0,not_applicable,2021,1,28,COVID19_severe,17,11,1,4,0,814.0,10.0,1,grid_unreliable,0
9355,referral_hospital,O2_0111,peri_urban,266,1,1,1,1,LOX_bulk_tank,0,0,0.6,1,9,4,2,0,1,0,0,1,1,1,power_outage,2022,1,44,COVID19_severe,34,10,1,2,0,890.0,37.0,1,generator_only,1
9356,referral_hospital,O2_0076,urban,281,1,1,1,1,PSA_plant_onsite,0,0,0.4,1,9,3,0,0,1,1,0,1,1,0,not_applicable,2024,1,38,pneumonia_adult,35,3,1,1,0,721.0,18.0,1,generator_only,5
9357,referral_hospital,O2_0011,urban,220,1,1,1,1,oxygen_concentrator,4,2,5.5,1,4,5,0,0,1,1,1,1,0,0,not_applicable,2024,10,41,asthma_severe,41,0,1,0,0,771.0,0.0,1,grid_unreliable,6
9358,referral_hospital,O2_0065,rural,264,1,1,1,1,oxygen_concentrator,3,2,0.8,1,7,4,5,0,1,1,1,1,1,0,not_applicable,2023,7,45,severe_malaria,45,0,1,0,0,674.0,1.0,1,grid_unreliable,5
9359,referral_hospital,O2_0172,urban,294,1,1,1,1,PSA_plant_onsite,3,1,0.7,1,12,4,0,1,1,1,0,1,1,0,not_applicable,2022,12,37,asthma_severe,32,5,0,1,0,844.0,5.0,0,grid_unreliable,3
9360,referral_hospital,O2_0140,urban,179,1,1,1,1,PSA_plant_onsite,0,0,2.3,1,13,7,2,0,1,1,0,1,0,0,not_applicable,2023,5,48,heart_failure,35,13,1,4,0,985.0,0.0,1,solar,5
9361,referral_hospital,O2_0138,urban,264,1,1,1,1,PSA_plant_onsite,0,0,3.1,1,7,2,6,0,1,1,1,1,1,0,not_applicable,2024,5,43,pneumonia_adult,39,4,1,2,0,768.0,11.0,1,grid_reliable,7
9362,referral_hospital,O2_0176,urban,271,1,1,1,1,PSA_plant_onsite,4,0,4.3,1,16,5,1,0,1,1,1,1,1,0,not_applicable,2022,8,41,neonatal_respiratory,33,8,1,1,0,618.0,14.0,1,grid_reliable,9
9363,referral_hospital,O2_0112,urban,230,1,1,1,1,cylinder_portable,9,4,1.7,1,3,3,14,0,1,1,0,1,0,0,not_applicable,2024,3,44,severe_malaria,37,7,1,2,0,795.0,7.0,1,grid_unreliable,2
9364,referral_hospital,O2_0169,peri_urban,309,1,1,1,1,PSA_plant_onsite,0,0,4.2,1,11,9,12,0,1,1,1,1,1,0,not_applicable,2024,12,39,pneumonia_adult,31,8,1,2,0,561.0,13.0,1,grid_unreliable,4
9365,referral_hospital,O2_0056,urban,274,1,1,1,1,PSA_plant_onsite,7,3,0.9,1,8,6,7,1,1,0,0,0,0,11,regulator_valve_failure,2023,9,64,COVID19_severe,0,64,0,26,17,855.0,6.0,1,grid_reliable,3
9366,referral_hospital,O2_0141,urban,258,1,1,1,1,cylinder_piped,0,0,2.5,1,17,2,0,0,1,1,1,1,1,0,not_applicable,2024,1,30,pneumonia_adult,16,14,0,10,0,814.0,28.0,1,grid_unreliable,12
9367,referral_hospital,O2_0171,rural,309,1,1,1,1,PSA_plant_onsite,0,0,1.9,1,12,8,6,0,1,1,1,1,1,0,not_applicable,2022,2,32,neonatal_respiratory,32,0,1,0,0,707.0,9.0,1,generator_only,27
9368,referral_hospital,O2_0061,rural,289,1,1,1,1,oxygen_concentrator,3,1,6.4,1,12,4,0,0,1,0,0,1,1,11,PSA_plant_breakdown,2023,2,37,COVID19_severe,26,11,1,1,0,766.0,3.0,1,grid_reliable,19
9369,referral_hospital,O2_0019,peri_urban,220,1,1,1,1,cylinder_piped,0,0,11.6,1,5,7,1,0,1,1,1,1,1,0,not_applicable,2023,8,41,COVID19_severe,34,7,1,3,0,711.0,2.0,1,grid_unreliable,10
9370,referral_hospital,O2_0198,urban,287,1,1,1,1,LOX_bulk_tank,0,0,1.3,1,6,4,3,0,1,1,1,1,1,0,not_applicable,2021,9,40,neonatal_respiratory,30,10,1,3,0,850.0,7.0,0,grid_reliable,5
9371,referral_hospital,O2_0157,rural,244,1,1,1,1,cylinder_piped,4,2,2.4,1,15,4,1,0,1,1,1,1,1,1,cylinder_delivery_delay,2023,12,38,COVID19_severe,32,6,1,3,0,933.0,1.0,1,generator_only,12
9372,referral_hospital,O2_0163,rural,304,1,1,1,1,oxygen_concentrator,3,2,0.7,1,9,4,13,0,1,1,0,1,0,1,demand_surge,2021,8,34,COPD_exacerbation,22,12,1,6,0,884.0,37.0,0,grid_reliable,1
9373,referral_hospital,O2_0009,urban,207,1,1,1,1,oxygen_concentrator,5,3,0.4,1,10,3,10,0,1,1,1,1,1,1,regulator_valve_failure,2021,1,34,pneumonia_adult,27,7,1,4,0,800.0,8.0,1,generator_only,1
9374,referral_hospital,O2_0046,peri_urban,263,1,1,1,1,cylinder_piped,6,6,2.0,1,8,3,8,0,1,1,1,0,0,3,demand_surge,2024,8,34,COVID19_severe,0,34,0,12,3,632.0,27.0,1,grid_reliable,9
9375,referral_hospital,O2_0184,urban,246,1,1,1,1,cylinder_piped,0,0,6.4,1,11,4,0,0,1,0,0,1,0,0,not_applicable,2022,8,31,severe_malaria,30,1,1,0,0,668.0,29.0,1,grid_reliable,1
9376,referral_hospital,O2_0086,rural,261,1,1,1,1,oxygen_concentrator,6,2,5.5,1,17,5,0,0,1,1,1,0,0,1,concentrator_malfunction,2023,7,38,surgical_anaesthesia,0,38,0,11,1,761.0,8.0,0,grid_reliable,22
9377,referral_hospital,O2_0116,urban,273,1,1,1,1,PSA_plant_onsite,0,0,0.9,1,11,4,6,0,1,1,1,1,1,0,not_applicable,2023,12,32,COVID19_severe,32,0,1,0,0,708.0,10.0,1,none,10
9378,referral_hospital,O2_0140,peri_urban,254,1,1,1,1,LOX_bulk_tank,0,0,10.0,1,7,2,0,0,1,0,0,0,0,3,power_outage,2022,6,38,pneumonia_adult,0,38,0,13,7,674.0,7.0,0,generator_only,8
9379,referral_hospital,O2_0065,urban,203,1,1,1,1,PSA_plant_onsite,0,0,0.0,1,10,5,1,1,1,1,1,1,1,0,not_applicable,2023,12,39,neonatal_respiratory,39,0,0,0,0,681.0,8.0,1,grid_unreliable,6
9380,referral_hospital,O2_0017,urban,226,1,1,1,1,cylinder_piped,0,0,2.2,1,6,2,5,0,1,0,0,1,1,0,not_applicable,2022,10,47,neonatal_respiratory,36,11,0,0,0,810.0,9.0,1,grid_unreliable,5
9381,referral_hospital,O2_0148,peri_urban,195,1,1,1,1,PSA_plant_onsite,0,0,4.2,1,11,7,15,0,1,1,1,1,1,1,power_outage,2022,6,32,surgical_anaesthesia,26,6,1,1,0,653.0,30.0,1,solar,5
9382,referral_hospital,O2_0042,rural,235,1,1,1,1,cylinder_piped,0,0,1.1,1,10,9,10,0,1,1,0,0,0,24,piping_system_leak,2022,3,33,COPD_exacerbation,0,33,0,13,11,1000.0,14.0,1,generator_only,2
9383,referral_hospital,O2_0164,rural,163,1,1,1,1,cylinder_piped,0,0,1.2,1,11,1,26,0,1,1,1,1,1,0,not_applicable,2024,8,39,sepsis,38,1,1,0,0,790.0,2.0,1,solar,13
9384,referral_hospital,O2_0006,rural,316,1,1,1,1,cylinder_piped,0,0,0.4,1,7,3,0,0,1,1,1,0,0,18,piping_system_leak,2022,2,42,pneumonia_child,0,42,0,15,9,692.0,7.0,1,none,1
9385,referral_hospital,O2_0005,urban,260,1,1,1,1,LOX_bulk_tank,0,0,1.6,1,11,7,1,0,1,1,1,1,1,0,not_applicable,2023,12,47,trauma,43,4,1,3,0,1029.0,13.0,1,grid_unreliable,13
9386,referral_hospital,O2_0010,urban,268,1,1,1,1,cylinder_piped,0,0,0.1,1,9,2,2,0,1,0,0,1,1,0,not_applicable,2021,12,35,heart_failure,31,4,1,2,0,579.0,4.0,1,grid_reliable,5
9387,referral_hospital,O2_0100,rural,193,1,1,1,1,cylinder_piped,0,0,4.4,1,6,6,1,0,1,1,1,0,0,30,demand_surge,2024,2,36,severe_malaria,0,36,0,14,11,678.0,34.0,1,none,0
9388,referral_hospital,O2_0096,urban,228,1,1,1,1,LOX_bulk_tank,0,0,7.1,1,15,5,8,0,1,0,0,1,1,0,not_applicable,2023,6,40,pneumonia_child,24,16,1,5,0,1032.0,5.0,1,grid_reliable,14
9389,referral_hospital,O2_0164,peri_urban,275,1,1,1,1,cylinder_piped,6,3,0.1,1,6,6,11,0,1,1,1,0,0,30,PSA_plant_breakdown,2024,6,46,COVID19_severe,0,46,0,16,11,636.0,17.0,1,generator_only,3
9390,referral_hospital,O2_0197,peri_urban,227,1,1,1,1,cylinder_piped,0,0,5.5,1,13,6,4,0,1,1,1,1,1,0,not_applicable,2022,8,30,pneumonia_child,24,6,1,0,0,711.0,37.0,1,grid_reliable,1
9391,referral_hospital,O2_0122,urban,274,1,1,1,1,LOX_bulk_tank,0,0,2.4,1,9,2,25,0,1,0,0,1,1,3,power_outage,2023,9,44,trauma,33,11,1,5,0,641.0,4.0,1,grid_reliable,1
9392,referral_hospital,O2_0110,peri_urban,222,1,1,1,1,PSA_plant_onsite,0,0,0.4,1,13,5,8,0,1,0,0,1,1,0,not_applicable,2024,11,35,sepsis,19,16,1,7,0,724.0,2.0,0,grid_reliable,7
9393,referral_hospital,O2_0014,urban,297,1,1,1,1,PSA_plant_onsite,0,0,4.1,1,7,5,1,1,1,0,0,1,0,2,supplier_stockout,2024,11,32,pneumonia_child,17,15,1,5,0,766.0,2.0,1,grid_unreliable,1
9394,referral_hospital,O2_0189,rural,219,1,1,1,1,cylinder_portable,0,0,3.0,1,16,5,7,0,1,0,0,1,1,0,not_applicable,2022,6,37,neonatal_respiratory,33,4,1,0,0,649.0,34.0,1,none,3
9395,referral_hospital,O2_0112,rural,254,1,1,1,1,LOX_bulk_tank,10,7,3.7,1,10,9,4,0,1,1,1,1,0,0,not_applicable,2022,2,34,trauma,33,1,1,0,0,658.0,10.0,1,grid_reliable,3
9396,referral_hospital,O2_0141,peri_urban,250,1,1,1,1,oxygen_concentrator,8,5,0.3,1,14,7,1,0,1,0,0,1,1,0,not_applicable,2024,2,40,COVID19_severe,40,0,1,0,0,790.0,44.0,1,grid_reliable,0
9397,referral_hospital,O2_0054,peri_urban,207,1,1,1,1,PSA_plant_onsite,4,3,5.3,1,6,7,2,0,1,1,1,1,1,0,not_applicable,2023,2,30,pneumonia_child,28,2,0,0,0,764.0,28.0,1,grid_reliable,1
9398,referral_hospital,O2_0068,peri_urban,160,1,1,1,1,oxygen_concentrator,4,3,2.2,1,11,4,4,0,1,1,1,1,1,0,not_applicable,2024,5,42,pneumonia_adult,25,17,1,3,0,834.0,24.0,1,grid_unreliable,4
9399,referral_hospital,O2_0180,urban,173,1,1,1,1,LOX_bulk_tank,0,0,0.0,1,11,9,5,0,1,1,1,1,1,0,not_applicable,2023,9,39,pneumonia_child,33,6,0,1,0,777.0,0.0,1,grid_unreliable,1
9400,referral_hospital,O2_0117,urban,253,1,1,1,1,oxygen_concentrator,5,3,1.8,1,11,3,6,0,1,1,1,0,0,30,PSA_plant_breakdown,2023,2,36,surgical_anaesthesia,0,36,0,10,5,937.0,15.0,1,grid_unreliable,4
9401,referral_hospital,O2_0113,rural,271,1,1,1,1,PSA_plant_onsite,0,0,2.7,1,10,3,0,1,1,1,1,0,0,26,funding_for_refill,2023,9,37,COVID19_severe,0,37,0,10,17,917.0,28.0,1,grid_reliable,0
9402,referral_hospital,O2_0189,peri_urban,261,1,1,1,1,cylinder_piped,0,0,3.6,1,7,3,2,0,1,0,0,1,1,0,not_applicable,2024,4,36,pneumonia_child,36,0,1,0,0,1046.0,19.0,1,grid_reliable,12
9403,referral_hospital,O2_0003,peri_urban,243,1,1,1,1,LOX_bulk_tank,0,0,0.7,1,9,4,37,0,1,1,1,1,1,1,power_outage,2024,8,38,neonatal_respiratory,33,5,1,1,0,616.0,16.0,1,grid_reliable,10
9404,referral_hospital,O2_0067,peri_urban,259,1,1,1,1,PSA_plant_onsite,0,0,2.8,1,11,11,2,1,1,0,0,1,0,0,not_applicable,2023,3,38,severe_malaria,38,0,1,0,0,929.0,23.0,1,generator_only,0
9405,referral_hospital,O2_0139,urban,230,1,1,1,1,cylinder_piped,0,0,4.5,1,11,7,0,0,1,0,0,1,1,0,not_applicable,2022,3,45,COPD_exacerbation,45,0,0,0,0,1043.0,8.0,1,grid_reliable,13
9406,referral_hospital,O2_0062,peri_urban,307,1,1,1,1,PSA_plant_onsite,0,0,0.1,1,11,3,4,1,1,1,1,1,0,0,not_applicable,2024,8,37,severe_malaria,23,14,1,4,0,977.0,11.0,1,grid_unreliable,0
9407,referral_hospital,O2_0102,urban,229,1,1,1,1,LOX_bulk_tank,0,0,2.8,1,10,8,8,0,1,1,1,1,1,0,not_applicable,2021,10,35,neonatal_respiratory,34,1,1,0,0,817.0,13.0,1,grid_reliable,6
9408,referral_hospital,O2_0011,urban,222,1,1,1,1,PSA_plant_onsite,0,0,4.4,1,8,7,2,1,1,1,1,1,1,0,not_applicable,2024,11,30,pneumonia_child,26,4,0,1,0,975.0,22.0,1,none,1
9409,referral_hospital,O2_0081,rural,239,1,1,1,1,LOX_bulk_tank,0,0,3.0,1,11,6,0,0,1,1,1,0,0,2,cylinder_delivery_delay,2024,9,49,pneumonia_child,0,49,0,16,12,517.0,18.0,0,generator_only,2
9410,referral_hospital,O2_0131,peri_urban,129,1,1,1,1,oxygen_concentrator,3,1,4.7,1,8,8,0,0,1,1,0,1,1,3,empty_cylinders_not_collected,2024,8,45,COVID19_severe,40,5,0,2,0,771.0,3.0,1,solar,2
9411,referral_hospital,O2_0171,urban,257,1,1,1,1,LOX_bulk_tank,0,0,0.5,1,13,3,12,0,1,1,1,1,1,0,not_applicable,2021,12,35,pneumonia_adult,18,17,1,8,0,814.0,9.0,1,grid_reliable,2
9412,referral_hospital,O2_0021,peri_urban,252,1,1,1,1,oxygen_concentrator,5,4,1.1,1,9,3,5,0,1,1,1,1,0,0,not_applicable,2024,1,40,severe_malaria,38,2,1,0,0,839.0,17.0,1,generator_only,3
9413,referral_hospital,O2_0013,urban,328,1,1,1,1,cylinder_piped,0,0,2.6,1,9,6,0,0,1,1,1,1,1,0,not_applicable,2024,1,52,surgical_anaesthesia,52,0,1,0,0,885.0,1.0,1,grid_reliable,7
9414,referral_hospital,O2_0119,urban,283,1,1,1,1,cylinder_piped,0,0,0.6,1,7,5,0,0,1,1,1,1,1,0,not_applicable,2023,6,55,COVID19_severe,48,7,1,0,0,916.0,1.0,1,none,1
9415,referral_hospital,O2_0071,urban,383,1,1,1,1,cylinder_piped,2,1,0.5,1,10,6,3,0,1,1,1,1,1,2,no_oxygen_source,2023,8,41,heart_failure,30,11,1,8,0,933.0,17.0,1,grid_unreliable,8
9416,referral_hospital,O2_0042,urban,218,1,1,1,1,PSA_plant_onsite,7,3,1.8,1,15,7,0,0,1,1,0,0,0,1,regulator_valve_failure,2024,7,37,COPD_exacerbation,0,37,0,13,3,836.0,53.0,1,grid_unreliable,1
9417,referral_hospital,O2_0160,peri_urban,203,1,1,1,1,cylinder_piped,5,2,5.3,1,7,5,1,0,1,1,1,1,1,8,concentrator_malfunction,2023,1,38,surgical_anaesthesia,34,4,0,0,0,739.0,7.0,1,generator_only,20
9418,referral_hospital,O2_0090,rural,266,1,1,1,1,cylinder_piped,0,0,9.5,1,6,3,23,0,1,1,1,1,1,0,not_applicable,2023,3,39,pneumonia_child,33,6,1,2,0,681.0,1.0,1,generator_only,21
9419,referral_hospital,O2_0181,urban,316,1,1,1,1,LOX_bulk_tank,0,0,7.1,1,6,2,2,0,1,1,0,1,0,0,not_applicable,2024,5,28,pneumonia_adult,16,12,1,3,0,739.0,4.0,1,grid_reliable,6
9420,referral_hospital,O2_0089,urban,273,1,1,1,1,cylinder_piped,0,0,2.6,1,12,3,11,0,1,0,0,1,1,8,PSA_plant_breakdown,2024,1,34,COPD_exacerbation,24,10,1,2,0,755.0,30.0,1,generator_only,8
9421,referral_hospital,O2_0179,urban,240,1,1,1,1,cylinder_piped,0,0,4.5,1,9,3,0,0,1,1,0,0,0,10,concentrator_malfunction,2023,4,38,severe_malaria,0,38,0,16,17,1059.0,7.0,1,generator_only,4
9422,referral_hospital,O2_0119,peri_urban,261,1,1,1,1,PSA_plant_onsite,0,0,0.8,1,12,7,0,0,1,1,1,1,0,8,demand_surge,2024,8,43,heart_failure,40,3,0,0,0,786.0,6.0,1,generator_only,0
9423,referral_hospital,O2_0052,urban,286,1,1,1,1,PSA_plant_onsite,0,0,0.8,1,5,5,3,0,1,1,1,1,1,0,not_applicable,2022,7,37,sepsis,27,10,1,3,0,854.0,27.0,1,grid_unreliable,2
9424,referral_hospital,O2_0141,peri_urban,280,1,1,1,1,PSA_plant_onsite,0,0,2.0,1,16,1,0,1,1,1,1,1,1,0,not_applicable,2023,2,42,severe_malaria,30,12,1,4,0,625.0,15.0,1,none,3
9425,referral_hospital,O2_0179,rural,303,1,1,1,1,PSA_plant_onsite,5,2,4.9,1,10,11,7,1,1,1,0,1,1,0,not_applicable,2022,5,46,COPD_exacerbation,29,17,0,4,0,566.0,21.0,1,grid_reliable,11
9426,referral_hospital,O2_0065,peri_urban,238,1,1,1,1,oxygen_concentrator,6,3,0.6,1,11,1,5,0,1,1,1,1,1,1,PSA_plant_breakdown,2024,2,39,other_hypoxemia,19,20,1,5,0,868.0,12.0,1,generator_only,5
9427,referral_hospital,O2_0004,rural,208,1,1,1,1,cylinder_piped,0,0,2.4,1,12,4,2,0,1,1,1,1,1,3,piping_system_leak,2022,8,49,COPD_exacerbation,40,9,1,4,0,677.0,10.0,1,grid_unreliable,1
9428,referral_hospital,O2_0104,urban,254,1,1,1,1,PSA_plant_onsite,0,0,0.8,1,10,6,5,1,1,1,1,0,0,4,funding_for_refill,2023,2,31,COVID19_severe,0,31,0,9,8,999.0,13.0,1,grid_unreliable,4
9429,referral_hospital,O2_0194,urban,237,1,1,1,1,cylinder_piped,4,3,3.4,1,8,8,2,0,1,1,1,1,1,0,not_applicable,2022,6,44,trauma,42,2,1,2,0,669.0,19.0,1,grid_unreliable,1
9430,referral_hospital,O2_0110,urban,229,1,1,1,1,LOX_bulk_tank,0,0,6.5,1,18,3,7,0,1,1,1,1,1,0,not_applicable,2022,2,30,COVID19_severe,19,11,1,2,0,948.0,5.0,0,grid_unreliable,0
9431,referral_hospital,O2_0182,urban,221,1,1,1,1,LOX_bulk_tank,0,0,4.3,1,8,4,10,0,1,0,0,1,1,0,not_applicable,2022,8,39,COVID19_severe,34,5,1,2,0,752.0,0.0,1,solar,2
9432,referral_hospital,O2_0198,urban,268,1,1,1,1,LOX_bulk_tank,0,0,3.1,1,15,4,8,0,1,1,1,1,0,0,not_applicable,2023,12,46,neonatal_respiratory,40,6,0,3,0,862.0,6.0,1,grid_reliable,0
9433,referral_hospital,O2_0188,peri_urban,264,1,1,1,1,LOX_bulk_tank,0,0,11.1,1,6,2,0,0,1,1,0,1,1,0,not_applicable,2023,8,49,COVID19_severe,39,10,1,3,0,954.0,0.0,1,grid_unreliable,11
9434,referral_hospital,O2_0114,urban,276,1,1,1,1,PSA_plant_onsite,0,0,2.3,1,11,13,3,1,1,1,1,1,0,0,not_applicable,2022,10,33,pneumonia_adult,23,10,1,4,0,879.0,62.0,0,grid_reliable,1
9435,referral_hospital,O2_0178,urban,276,1,1,1,1,cylinder_piped,0,0,1.7,1,6,6,2,0,1,1,1,1,0,6,funding_for_refill,2022,12,43,other_hypoxemia,35,8,1,2,0,880.0,33.0,1,grid_unreliable,1
9436,referral_hospital,O2_0127,urban,231,1,1,1,1,LOX_bulk_tank,0,0,1.8,1,13,4,17,0,1,1,1,1,1,0,not_applicable,2023,3,50,other_hypoxemia,32,18,1,8,0,886.0,1.0,1,grid_unreliable,10
9437,referral_hospital,O2_0031,urban,338,1,1,1,1,cylinder_piped,0,0,0.3,1,6,2,3,0,1,1,1,1,1,2,piping_system_leak,2021,1,26,COPD_exacerbation,18,8,1,2,0,897.0,11.0,1,grid_unreliable,8
9438,referral_hospital,O2_0019,peri_urban,259,1,1,1,1,oxygen_concentrator,7,5,6.8,1,11,4,6,0,1,0,0,1,1,0,not_applicable,2024,10,30,pneumonia_child,24,6,1,2,0,660.0,26.0,1,grid_unreliable,0
9439,referral_hospital,O2_0163,urban,271,1,1,1,1,LOX_bulk_tank,0,0,2.7,1,13,4,13,0,1,1,0,1,1,0,not_applicable,2024,4,45,neonatal_respiratory,28,17,1,5,0,718.0,3.0,1,grid_unreliable,1
9440,referral_hospital,O2_0199,peri_urban,276,1,1,1,1,PSA_plant_onsite,0,0,0.9,1,9,4,8,1,1,1,0,1,1,0,not_applicable,2023,1,38,surgical_anaesthesia,30,8,1,1,0,827.0,4.0,1,generator_only,5
9441,referral_hospital,O2_0037,urban,281,1,1,1,1,oxygen_concentrator,5,5,4.0,1,6,5,0,0,1,1,0,1,1,0,not_applicable,2021,12,58,sepsis,42,16,1,4,0,588.0,12.0,1,grid_unreliable,0
9442,referral_hospital,O2_0037,urban,286,1,1,1,1,LOX_bulk_tank,0,0,3.9,1,6,7,10,0,1,1,1,1,1,0,not_applicable,2024,1,40,neonatal_respiratory,32,8,1,2,0,703.0,23.0,1,grid_reliable,4
9443,referral_hospital,O2_0004,urban,225,1,1,1,1,PSA_plant_onsite,0,0,10.2,1,3,3,4,0,1,1,0,1,1,0,not_applicable,2023,12,47,pneumonia_child,47,0,1,0,0,841.0,2.0,1,grid_reliable,5
9444,referral_hospital,O2_0053,urban,255,1,1,1,1,LOX_bulk_tank,0,0,2.9,1,6,8,12,0,1,1,1,1,1,2,PSA_plant_breakdown,2023,2,40,trauma,31,9,1,4,0,839.0,8.0,1,grid_reliable,9
9445,referral_hospital,O2_0003,rural,234,1,1,1,1,PSA_plant_onsite,0,0,23.6,1,13,7,3,1,1,1,1,0,0,3,concentrator_malfunction,2024,12,37,trauma,0,37,0,10,14,968.0,4.0,1,grid_unreliable,0
9446,referral_hospital,O2_0161,urban,182,1,1,1,1,PSA_plant_onsite,0,0,0.4,1,12,4,0,0,1,1,0,1,1,0,not_applicable,2024,1,49,other_hypoxemia,38,11,1,6,0,753.0,0.0,1,generator_only,3
9447,referral_hospital,O2_0022,urban,223,1,1,1,1,cylinder_piped,0,0,4.6,1,17,7,1,0,1,1,1,1,1,7,regulator_valve_failure,2024,10,29,COVID19_severe,17,12,1,4,0,739.0,14.0,1,grid_reliable,2
9448,referral_hospital,O2_0034,rural,247,1,1,1,1,PSA_plant_onsite,0,0,0.6,1,8,5,7,0,1,1,1,1,1,1,piping_system_leak,2021,8,33,trauma,20,13,1,5,0,980.0,13.0,1,grid_reliable,6
9449,referral_hospital,O2_0157,urban,233,1,1,1,1,cylinder_piped,2,2,3.2,1,13,4,4,0,1,1,1,1,1,0,not_applicable,2024,9,28,neonatal_respiratory,22,6,0,1,0,1006.0,17.0,0,grid_unreliable,1
9450,referral_hospital,O2_0081,urban,202,1,1,1,1,PSA_plant_onsite,0,0,2.4,1,14,7,6,1,1,1,0,1,0,0,not_applicable,2024,2,38,pneumonia_child,38,0,1,0,0,941.0,1.0,1,grid_reliable,11
9451,referral_hospital,O2_0078,peri_urban,397,1,1,1,1,LOX_bulk_tank,0,0,3.6,1,12,6,5,0,1,1,1,1,1,0,not_applicable,2022,7,37,pneumonia_adult,23,14,1,3,0,688.0,15.0,1,grid_unreliable,11
9452,referral_hospital,O2_0085,urban,228,1,1,1,1,PSA_plant_onsite,0,0,0.3,1,11,3,2,1,1,1,1,1,1,0,not_applicable,2023,6,38,pneumonia_adult,34,4,0,1,0,715.0,19.0,0,grid_reliable,4
9453,referral_hospital,O2_0113,rural,272,1,1,1,1,LOX_bulk_tank,0,0,1.8,1,9,7,10,0,1,0,0,1,1,5,power_outage,2024,8,54,severe_malaria,42,12,0,4,0,737.0,4.0,1,grid_unreliable,1
9454,referral_hospital,O2_0139,urban,187,1,1,1,1,PSA_plant_onsite,0,0,0.7,1,15,5,4,0,1,1,1,1,1,0,not_applicable,2022,7,41,surgical_anaesthesia,34,7,1,2,0,809.0,48.0,1,grid_reliable,1
9455,referral_hospital,O2_0019,rural,304,1,1,1,1,oxygen_concentrator,5,4,2.4,1,7,5,12,0,1,1,1,1,0,11,cylinder_delivery_delay,2023,5,36,trauma,33,3,0,0,0,683.0,8.0,1,none,9
9456,referral_hospital,O2_0041,urban,302,1,1,1,1,PSA_plant_onsite,0,0,8.7,1,11,6,5,1,1,1,1,1,1,3,concentrator_malfunction,2023,7,36,asthma_severe,36,0,1,0,0,688.0,3.0,0,solar,0
9457,referral_hospital,O2_0066,rural,232,1,1,1,1,PSA_plant_onsite,0,0,7.3,1,11,3,0,1,1,1,1,1,1,0,not_applicable,2022,9,46,asthma_severe,46,0,1,0,0,786.0,1.0,0,grid_unreliable,3
9458,referral_hospital,O2_0143,peri_urban,280,1,1,1,1,LOX_bulk_tank,0,0,6.8,1,7,5,0,0,1,1,1,1,1,0,not_applicable,2021,7,45,severe_malaria,38,7,1,4,0,497.0,12.0,1,grid_reliable,0
9459,referral_hospital,O2_0156,urban,310,1,1,1,1,cylinder_piped,0,0,1.5,1,14,6,0,0,1,1,1,1,0,10,supplier_stockout,2021,6,34,heart_failure,26,8,1,2,0,720.0,8.0,1,grid_reliable,0
9460,referral_hospital,O2_0056,urban,308,1,1,1,1,LOX_bulk_tank,0,0,2.8,1,10,7,2,0,1,1,1,1,0,0,not_applicable,2024,1,38,pneumonia_child,28,10,1,4,0,553.0,5.0,1,grid_reliable,0
9461,referral_hospital,O2_0037,peri_urban,220,1,1,1,1,cylinder_piped,0,0,1.5,1,6,2,1,0,1,1,1,1,1,5,PSA_plant_breakdown,2021,12,33,pneumonia_child,14,19,1,6,0,745.0,20.0,1,grid_reliable,2
9462,referral_hospital,O2_0086,urban,239,1,1,1,1,cylinder_piped,4,3,1.2,1,10,2,3,0,1,1,1,1,1,0,not_applicable,2021,11,40,other_hypoxemia,36,4,1,3,0,836.0,3.0,1,grid_unreliable,0
9463,referral_hospital,O2_0067,urban,177,1,1,1,1,cylinder_piped,0,0,2.5,1,11,7,7,0,1,1,0,1,1,0,not_applicable,2024,11,38,COVID19_severe,36,2,0,1,0,657.0,49.0,1,grid_unreliable,1
9464,referral_hospital,O2_0008,peri_urban,221,1,1,1,1,cylinder_piped,0,0,1.7,1,9,11,4,0,1,0,0,1,1,1,PSA_plant_breakdown,2023,9,28,heart_failure,18,10,1,3,0,480.0,1.0,0,grid_reliable,12
9465,referral_hospital,O2_0194,peri_urban,224,1,1,1,1,LOX_bulk_tank,0,0,0.5,1,9,2,1,0,1,1,0,1,1,4,PSA_plant_breakdown,2022,3,38,pneumonia_adult,32,6,1,3,0,970.0,2.0,1,grid_unreliable,0
9466,referral_hospital,O2_0136,rural,218,1,1,1,1,PSA_plant_onsite,0,0,1.7,1,10,3,0,1,1,0,0,1,0,0,not_applicable,2022,5,36,sepsis,20,16,1,5,0,822.0,4.0,1,grid_unreliable,7
9467,referral_hospital,O2_0183,urban,308,1,1,1,1,PSA_plant_onsite,0,0,1.6,1,10,6,25,0,1,1,1,1,0,0,not_applicable,2024,10,51,sepsis,51,0,1,0,0,744.0,6.0,1,grid_unreliable,16
9468,referral_hospital,O2_0044,rural,205,1,1,1,1,cylinder_portable,0,0,0.9,1,14,5,0,0,1,1,0,1,1,0,not_applicable,2022,5,40,COVID19_severe,27,13,1,6,0,955.0,6.0,1,grid_reliable,5
9469,referral_hospital,O2_0080,urban,236,1,1,1,1,cylinder_piped,5,3,3.9,1,8,4,1,0,1,1,1,1,1,1,concentrator_malfunction,2022,9,47,sepsis,16,31,0,10,0,753.0,7.0,1,grid_unreliable,12
9470,referral_hospital,O2_0167,urban,304,1,1,1,1,PSA_plant_onsite,4,2,1.0,1,13,9,5,1,1,1,1,1,1,0,not_applicable,2021,3,38,pneumonia_adult,26,12,1,6,0,635.0,25.0,1,generator_only,5
9471,referral_hospital,O2_0102,peri_urban,187,1,1,1,1,LOX_bulk_tank,3,2,3.2,1,4,3,0,0,1,1,1,0,0,30,PSA_plant_breakdown,2022,10,33,COPD_exacerbation,0,33,0,10,15,488.0,6.0,1,grid_unreliable,2
9472,referral_hospital,O2_0149,peri_urban,181,1,1,1,1,LOX_bulk_tank,0,0,3.6,1,9,8,1,0,1,1,0,1,1,0,not_applicable,2024,5,54,surgical_anaesthesia,46,8,0,4,0,843.0,22.0,1,grid_unreliable,2
9473,referral_hospital,O2_0095,peri_urban,224,1,1,1,1,oxygen_concentrator,6,2,0.8,1,13,7,8,0,1,1,1,0,0,6,PSA_plant_breakdown,2021,12,38,severe_malaria,0,38,0,12,9,779.0,19.0,1,grid_reliable,2
9474,referral_hospital,O2_0092,urban,292,1,1,1,1,LOX_bulk_tank,0,0,4.1,1,5,9,2,0,1,1,1,1,1,0,not_applicable,2022,10,48,neonatal_respiratory,39,9,1,3,0,774.0,6.0,1,grid_reliable,16
9475,referral_hospital,O2_0085,urban,269,1,1,1,1,cylinder_piped,0,0,1.3,1,9,4,0,0,1,1,1,1,1,0,not_applicable,2021,4,35,COVID19_severe,22,13,1,2,0,750.0,2.0,1,grid_reliable,3
9476,referral_hospital,O2_0017,urban,300,1,1,1,1,cylinder_piped,0,0,2.7,1,9,8,6,0,1,1,1,1,1,5,PSA_plant_breakdown,2021,12,42,COVID19_severe,32,10,1,2,0,1141.0,21.0,1,solar,0
9477,referral_hospital,O2_0002,urban,218,1,1,1,1,PSA_plant_onsite,0,0,2.5,1,13,7,7,0,1,1,1,1,1,0,not_applicable,2021,3,35,heart_failure,19,16,1,7,0,722.0,124.0,1,generator_only,2
9478,referral_hospital,O2_0193,urban,202,1,1,1,1,PSA_plant_onsite,0,0,1.9,1,13,8,3,0,1,0,0,1,0,1,cylinder_delivery_delay,2024,5,33,heart_failure,16,17,1,8,0,724.0,23.0,1,none,3
9479,referral_hospital,O2_0199,urban,296,1,1,1,1,oxygen_concentrator,8,4,1.5,1,12,3,0,0,1,1,1,0,0,30,regulator_valve_failure,2024,11,34,COVID19_severe,0,34,0,14,0,911.0,5.0,1,grid_unreliable,2
9480,referral_hospital,O2_0028,rural,273,1,1,1,1,oxygen_concentrator,5,3,1.0,1,13,2,0,0,1,1,1,1,1,1,power_outage,2024,3,38,neonatal_respiratory,37,1,1,1,0,682.0,17.0,1,grid_reliable,7
9481,referral_hospital,O2_0041,urban,250,1,1,1,1,cylinder_piped,0,0,0.6,1,11,3,2,0,1,0,0,1,1,0,not_applicable,2022,7,33,neonatal_respiratory,33,0,0,0,0,950.0,7.0,1,generator_only,0
9482,referral_hospital,O2_0119,peri_urban,268,1,1,1,1,LOX_bulk_tank,4,3,8.6,1,6,3,13,0,1,0,0,1,0,0,not_applicable,2023,5,35,pneumonia_child,29,6,1,4,0,662.0,8.0,1,grid_reliable,0
9483,referral_hospital,O2_0132,rural,295,1,1,1,1,LOX_bulk_tank,0,0,3.1,1,11,5,2,0,1,0,0,1,1,0,not_applicable,2022,7,39,pneumonia_child,24,15,1,4,0,1065.0,6.0,1,grid_unreliable,23
9484,referral_hospital,O2_0102,rural,243,1,1,1,1,cylinder_piped,0,0,3.3,1,16,4,2,0,1,1,0,1,1,0,not_applicable,2023,3,49,COVID19_severe,47,2,1,0,0,768.0,2.0,1,grid_reliable,2
9485,referral_hospital,O2_0018,urban,280,1,1,1,1,PSA_plant_onsite,0,0,0.5,1,8,4,1,0,1,0,0,1,1,0,not_applicable,2023,2,34,pneumonia_child,34,0,1,0,0,935.0,15.0,1,generator_only,2
9486,referral_hospital,O2_0141,peri_urban,266,1,1,1,1,PSA_plant_onsite,0,0,4.3,1,14,3,0,0,1,1,1,1,1,0,not_applicable,2024,2,35,neonatal_respiratory,20,15,0,5,0,705.0,7.0,0,grid_unreliable,10
9487,referral_hospital,O2_0050,urban,259,1,1,1,1,oxygen_concentrator,4,2,5.3,1,10,6,4,0,1,0,0,1,1,0,not_applicable,2022,12,51,asthma_severe,41,10,1,3,0,637.0,7.0,1,grid_unreliable,2
9488,referral_hospital,O2_0160,peri_urban,277,1,1,1,1,PSA_plant_onsite,0,0,1.0,1,9,3,1,0,1,1,1,1,0,0,not_applicable,2021,8,38,severe_malaria,27,11,1,8,0,909.0,4.0,1,grid_reliable,19
9489,referral_hospital,O2_0113,urban,188,1,1,1,1,oxygen_concentrator,5,1,9.0,1,11,1,4,0,1,0,0,1,1,0,not_applicable,2024,5,44,pneumonia_adult,38,6,1,2,0,862.0,0.0,1,grid_reliable,13
9490,referral_hospital,O2_0023,rural,226,1,1,1,1,LOX_bulk_tank,0,0,5.6,1,7,4,3,0,1,0,0,1,1,1,regulator_valve_failure,2024,7,41,COPD_exacerbation,30,11,1,4,0,785.0,18.0,1,none,3
9491,referral_hospital,O2_0076,peri_urban,274,1,1,1,1,LOX_bulk_tank,0,0,3.1,1,9,2,1,0,1,1,0,0,0,1,demand_surge,2024,7,47,COPD_exacerbation,0,47,0,19,10,812.0,18.0,0,grid_unreliable,1
9492,referral_hospital,O2_0003,urban,227,1,1,1,1,PSA_plant_onsite,0,0,0.2,1,12,3,11,0,1,1,1,1,1,0,not_applicable,2022,9,37,pneumonia_child,24,13,0,6,0,530.0,6.0,1,grid_reliable,2
9493,referral_hospital,O2_0017,urban,281,1,1,1,1,PSA_plant_onsite,0,0,2.2,1,16,5,2,1,1,1,1,1,1,0,not_applicable,2024,10,39,pneumonia_adult,36,3,1,2,0,783.0,1.0,0,generator_only,3
9494,referral_hospital,O2_0043,urban,248,1,1,1,1,oxygen_concentrator,7,4,11.3,1,14,7,0,0,1,1,1,1,0,0,not_applicable,2024,6,54,neonatal_respiratory,47,7,1,3,0,1168.0,12.0,1,grid_unreliable,0
9495,referral_hospital,O2_0027,urban,221,1,1,1,1,cylinder_piped,6,3,3.4,1,12,6,2,0,1,1,1,0,0,15,PSA_plant_breakdown,2024,12,47,pneumonia_child,0,47,0,16,8,760.0,37.0,1,grid_unreliable,0
9496,referral_hospital,O2_0006,urban,291,1,1,1,1,cylinder_piped,0,0,3.9,1,8,2,6,0,1,1,1,0,0,12,PSA_plant_breakdown,2022,9,33,pneumonia_adult,0,33,0,11,4,819.0,0.0,1,grid_reliable,6
9497,referral_hospital,O2_0120,rural,238,1,1,1,1,LOX_bulk_tank,0,0,2.7,1,10,4,4,0,1,0,0,1,1,0,not_applicable,2022,9,32,asthma_severe,15,17,1,6,0,777.0,0.0,1,solar,7
9498,referral_hospital,O2_0104,urban,230,1,1,1,1,LOX_bulk_tank,0,0,7.0,1,8,7,0,0,1,1,1,1,0,0,not_applicable,2021,5,33,COVID19_severe,24,9,1,5,0,730.0,10.0,1,grid_reliable,4
9499,referral_hospital,O2_0074,urban,282,1,1,1,1,oxygen_concentrator,9,3,12.5,1,9,8,5,0,1,1,1,1,1,0,not_applicable,2023,6,38,pneumonia_child,28,10,1,0,0,550.0,49.0,1,grid_reliable,3
9500,referral_hospital,O2_0138,urban,298,1,1,1,1,cylinder_piped,0,0,0.4,1,9,3,1,0,1,1,1,1,1,0,not_applicable,2021,3,56,other_hypoxemia,47,9,1,4,0,574.0,8.0,1,solar,0
9501,referral_hospital,O2_0189,rural,263,1,1,1,1,cylinder_piped,0,0,0.8,1,10,2,11,0,1,1,0,0,0,22,PSA_plant_breakdown,2021,11,38,pneumonia_child,0,38,0,12,18,519.0,9.0,0,grid_reliable,16
9502,referral_hospital,O2_0045,urban,282,1,1,1,1,cylinder_piped,0,0,3.9,1,7,4,0,0,1,1,1,1,0,0,not_applicable,2022,4,38,severe_malaria,37,1,1,1,0,849.0,2.0,1,generator_only,2
9503,referral_hospital,O2_0014,rural,296,1,1,1,1,oxygen_concentrator,3,1,0.0,1,7,2,1,0,1,1,1,1,0,0,not_applicable,2023,10,47,COVID19_severe,30,17,0,5,0,719.0,22.0,1,grid_unreliable,8
9504,referral_hospital,O2_0167,peri_urban,269,1,1,1,1,LOX_bulk_tank,0,0,4.4,1,8,6,3,0,1,0,0,1,1,0,not_applicable,2021,4,38,pneumonia_adult,38,0,0,0,0,765.0,7.0,0,generator_only,2
9505,referral_hospital,O2_0070,urban,276,1,1,1,1,cylinder_piped,0,0,0.0,1,7,4,0,0,1,1,1,1,1,0,not_applicable,2023,6,39,heart_failure,33,6,0,2,0,626.0,1.0,1,grid_reliable,7
9506,referral_hospital,O2_0046,rural,131,1,1,1,1,cylinder_portable,4,2,3.8,1,11,5,22,0,1,1,1,0,0,1,power_outage,2021,4,47,severe_malaria,0,47,0,18,7,1022.0,11.0,1,grid_reliable,0
9507,referral_hospital,O2_0105,peri_urban,240,1,1,1,1,LOX_bulk_tank,4,2,4.7,1,7,1,2,0,1,1,1,1,1,0,not_applicable,2024,2,49,heart_failure,37,12,0,6,0,910.0,1.0,1,grid_unreliable,4
9508,referral_hospital,O2_0018,urban,249,1,1,1,1,PSA_plant_onsite,0,0,0.0,1,6,8,2,1,1,0,0,1,1,0,not_applicable,2023,8,32,severe_malaria,25,7,1,1,0,701.0,3.0,0,grid_unreliable,1
9509,referral_hospital,O2_0104,rural,252,1,1,1,1,cylinder_portable,0,0,0.9,1,11,5,11,0,1,1,1,0,0,30,power_outage,2024,3,45,pneumonia_child,0,45,0,19,8,849.0,1.0,0,solar,1
9510,referral_hospital,O2_0132,urban,248,1,1,1,1,PSA_plant_onsite,0,0,0.6,1,8,3,3,0,1,1,0,1,1,0,not_applicable,2024,1,48,sepsis,39,9,1,3,0,809.0,13.0,0,solar,4
9511,referral_hospital,O2_0046,peri_urban,205,1,1,1,1,oxygen_concentrator,4,2,0.9,1,10,3,4,0,1,1,1,1,1,0,not_applicable,2024,9,37,pneumonia_adult,20,17,1,8,0,1032.0,6.0,1,solar,7
9512,referral_hospital,O2_0015,rural,270,1,1,1,1,oxygen_concentrator,4,4,0.8,1,8,8,6,0,1,1,1,1,0,0,not_applicable,2021,6,36,neonatal_respiratory,32,4,0,2,0,718.0,30.0,1,grid_reliable,1
9513,referral_hospital,O2_0189,peri_urban,240,1,1,1,1,LOX_bulk_tank,0,0,0.7,1,16,6,1,0,1,1,0,1,0,0,not_applicable,2024,3,52,asthma_severe,44,8,1,2,0,782.0,6.0,1,grid_reliable,1
9514,referral_hospital,O2_0080,rural,272,1,1,1,1,cylinder_portable,0,0,0.5,1,14,9,8,0,1,0,0,0,0,13,concentrator_malfunction,2022,6,37,neonatal_respiratory,0,37,0,7,12,925.0,14.0,1,grid_unreliable,8
9515,referral_hospital,O2_0092,rural,188,1,1,1,1,LOX_bulk_tank,7,3,0.3,1,8,4,0,0,1,1,1,1,1,0,not_applicable,2024,1,44,trauma,34,10,1,6,0,932.0,25.0,1,grid_reliable,0
9516,referral_hospital,O2_0015,urban,240,1,1,1,1,oxygen_concentrator,3,1,3.8,1,5,2,7,0,1,1,1,1,0,0,not_applicable,2023,6,34,pneumonia_adult,19,15,0,4,0,1010.0,34.0,1,generator_only,8
9517,referral_hospital,O2_0116,urban,254,1,1,1,1,PSA_plant_onsite,0,0,1.4,1,8,4,13,1,1,0,0,0,0,17,power_outage,2021,11,41,other_hypoxemia,0,41,0,13,10,999.0,10.0,1,grid_reliable,5
9518,referral_hospital,O2_0175,rural,348,1,1,1,1,PSA_plant_onsite,0,0,3.3,1,13,5,15,1,1,1,1,1,1,0,not_applicable,2024,1,34,trauma,18,16,1,5,0,867.0,0.0,0,grid_reliable,3
9519,referral_hospital,O2_0082,urban,263,1,1,1,1,cylinder_piped,6,3,6.2,1,15,6,12,0,1,1,1,1,1,4,cylinder_delivery_delay,2022,5,35,surgical_anaesthesia,15,20,1,8,0,1016.0,25.0,1,grid_reliable,0
9520,referral_hospital,O2_0137,rural,261,1,1,1,1,cylinder_piped,8,7,0.6,1,6,1,6,0,1,1,1,0,0,12,concentrator_malfunction,2021,2,50,neonatal_respiratory,0,50,0,16,11,864.0,1.0,1,grid_unreliable,5
9521,referral_hospital,O2_0090,peri_urban,198,1,1,1,1,oxygen_concentrator,8,6,1.5,1,14,7,5,0,1,1,1,1,1,0,not_applicable,2023,7,37,COVID19_severe,31,6,1,2,0,878.0,29.0,1,grid_unreliable,2
9522,referral_hospital,O2_0142,rural,292,1,1,1,1,LOX_bulk_tank,8,8,7.9,1,6,6,3,0,1,1,0,1,0,0,not_applicable,2023,9,45,severe_malaria,44,1,1,1,0,794.0,10.0,1,none,2
9523,referral_hospital,O2_0118,peri_urban,271,1,1,1,1,LOX_bulk_tank,0,0,2.9,1,11,6,2,0,1,0,0,1,1,1,regulator_valve_failure,2022,1,40,COVID19_severe,25,15,1,3,0,640.0,32.0,1,grid_reliable,1
9524,referral_hospital,O2_0157,rural,214,1,1,1,1,cylinder_piped,0,0,1.3,1,9,7,6,0,1,1,1,1,1,0,not_applicable,2021,8,37,heart_failure,26,11,1,4,0,840.0,17.0,1,generator_only,3
9525,referral_hospital,O2_0064,urban,295,1,1,1,1,PSA_plant_onsite,8,5,1.0,1,15,5,0,0,1,1,0,1,0,0,not_applicable,2023,2,32,pneumonia_adult,23,9,0,3,0,730.0,5.0,1,solar,14
9526,referral_hospital,O2_0103,urban,289,1,1,1,1,LOX_bulk_tank,0,0,3.5,1,8,3,11,0,1,1,0,1,1,1,PSA_plant_breakdown,2023,3,32,pneumonia_adult,32,0,1,0,0,695.0,36.0,1,grid_unreliable,0
9527,referral_hospital,O2_0158,peri_urban,266,1,1,1,1,oxygen_concentrator,7,4,5.1,1,10,2,1,0,1,1,1,1,0,0,not_applicable,2023,2,41,COVID19_severe,33,8,1,4,0,613.0,34.0,1,generator_only,1
9528,referral_hospital,O2_0103,urban,246,1,1,1,1,LOX_bulk_tank,0,0,1.3,1,9,5,2,0,1,1,1,1,1,0,not_applicable,2023,4,33,trauma,24,9,1,4,0,797.0,5.0,1,grid_reliable,10
9529,referral_hospital,O2_0110,urban,326,1,1,1,1,LOX_bulk_tank,0,0,1.9,1,11,4,6,0,1,1,0,0,0,6,cylinder_delivery_delay,2022,12,39,pneumonia_child,0,39,0,12,15,773.0,7.0,1,grid_reliable,10
9530,referral_hospital,O2_0140,urban,318,1,1,1,1,cylinder_piped,0,0,0.9,1,15,1,0,0,1,1,1,1,0,1,empty_cylinders_not_collected,2024,2,42,severe_malaria,32,10,1,1,0,1071.0,1.0,0,grid_reliable,5
9531,referral_hospital,O2_0006,urban,214,1,1,1,1,PSA_plant_onsite,0,0,0.1,1,8,4,2,0,1,1,1,1,1,4,concentrator_malfunction,2022,11,38,COPD_exacerbation,23,15,1,7,0,974.0,8.0,0,grid_unreliable,13
9532,referral_hospital,O2_0161,rural,266,1,1,1,1,LOX_bulk_tank,0,0,2.2,1,11,4,6,0,1,1,1,1,1,2,cylinder_delivery_delay,2021,2,43,COVID19_severe,40,3,0,0,0,901.0,8.0,1,grid_reliable,8
9533,referral_hospital,O2_0140,urban,271,1,1,1,1,LOX_bulk_tank,0,0,6.7,1,13,1,3,0,1,0,0,0,0,3,power_outage,2023,12,36,surgical_anaesthesia,0,36,0,11,6,815.0,7.0,1,grid_unreliable,7
9534,referral_hospital,O2_0150,urban,254,1,1,1,1,oxygen_concentrator,7,2,12.7,1,6,3,3,0,1,1,1,0,0,7,funding_for_refill,2024,7,38,heart_failure,0,38,0,16,9,553.0,1.0,1,grid_reliable,9
9535,referral_hospital,O2_0067,peri_urban,303,1,1,1,1,oxygen_concentrator,9,7,5.8,1,10,3,1,0,1,0,0,1,1,0,not_applicable,2024,5,43,pneumonia_child,41,2,1,1,0,1074.0,17.0,1,generator_only,23
9536,referral_hospital,O2_0024,urban,212,1,1,1,1,oxygen_concentrator,8,4,6.6,1,12,4,4,0,1,1,1,1,0,0,not_applicable,2022,6,38,severe_malaria,27,11,1,2,0,813.0,13.0,1,grid_unreliable,12
9537,referral_hospital,O2_0139,rural,258,1,1,1,1,oxygen_concentrator,4,2,6.6,1,11,3,4,0,1,1,1,1,1,0,not_applicable,2023,10,35,asthma_severe,34,1,1,0,0,763.0,9.0,1,grid_unreliable,4
9538,referral_hospital,O2_0028,rural,271,1,1,1,1,LOX_bulk_tank,0,0,3.5,1,7,2,4,0,1,1,0,1,1,0,not_applicable,2022,12,34,surgical_anaesthesia,34,0,1,0,0,919.0,6.0,1,grid_reliable,7
9539,referral_hospital,O2_0042,peri_urban,246,1,1,1,1,LOX_bulk_tank,2,1,6.6,1,7,4,0,0,1,0,0,1,1,0,not_applicable,2022,1,46,asthma_severe,34,12,1,4,0,881.0,0.0,0,grid_unreliable,2
9540,referral_hospital,O2_0119,urban,286,1,1,1,1,LOX_bulk_tank,0,0,4.7,1,12,1,5,0,1,1,1,1,1,11,concentrator_malfunction,2024,3,35,pneumonia_adult,29,6,1,3,0,811.0,8.0,0,grid_reliable,2
9541,referral_hospital,O2_0115,peri_urban,236,1,1,1,1,LOX_bulk_tank,4,2,6.2,1,12,6,1,0,1,1,0,1,1,0,not_applicable,2023,10,44,severe_malaria,29,15,1,5,0,763.0,23.0,1,solar,27
9542,referral_hospital,O2_0134,urban,199,1,1,1,1,oxygen_concentrator,10,8,6.5,1,19,4,1,0,1,1,1,1,1,0,not_applicable,2021,10,51,asthma_severe,38,13,1,7,0,738.0,2.0,1,grid_unreliable,3
9543,referral_hospital,O2_0028,urban,240,1,1,1,1,PSA_plant_onsite,0,0,0.6,1,7,8,12,0,1,1,1,0,0,5,demand_surge,2021,6,36,trauma,0,36,0,13,10,1109.0,28.0,0,grid_reliable,3
9544,referral_hospital,O2_0183,urban,202,1,1,1,1,oxygen_concentrator,5,3,0.7,1,14,2,13,0,1,1,0,0,0,13,cylinder_delivery_delay,2024,10,51,trauma,0,51,0,20,5,872.0,16.0,1,grid_unreliable,2
9545,referral_hospital,O2_0002,urban,269,1,1,1,1,PSA_plant_onsite,0,0,1.1,1,6,8,13,1,1,0,0,1,1,0,not_applicable,2023,8,43,COPD_exacerbation,30,13,0,3,0,560.0,15.0,1,grid_reliable,14
9546,referral_hospital,O2_0007,urban,187,1,1,1,1,oxygen_concentrator,7,4,1.0,1,10,7,6,0,1,1,1,1,1,0,not_applicable,2024,8,45,surgical_anaesthesia,34,11,0,6,0,779.0,4.0,0,grid_unreliable,5
9547,referral_hospital,O2_0156,rural,243,1,1,1,1,PSA_plant_onsite,0,0,3.2,1,12,10,2,1,1,1,1,1,1,0,not_applicable,2021,1,26,severe_malaria,25,1,0,1,0,1054.0,15.0,1,grid_unreliable,0
9548,referral_hospital,O2_0168,peri_urban,259,1,1,1,1,LOX_bulk_tank,0,0,3.1,1,8,3,8,0,1,1,1,1,1,0,not_applicable,2024,8,47,pneumonia_child,41,6,1,3,0,614.0,22.0,0,solar,2
9549,referral_hospital,O2_0104,peri_urban,256,1,1,1,1,LOX_bulk_tank,9,5,6.7,1,13,6,7,0,1,1,0,1,1,0,not_applicable,2022,12,42,neonatal_respiratory,28,14,0,4,0,681.0,4.0,0,generator_only,17
9550,referral_hospital,O2_0110,urban,270,1,1,1,1,cylinder_piped,0,0,3.5,1,14,3,2,0,1,0,0,0,0,3,power_outage,2022,12,42,COVID19_severe,0,42,0,17,13,569.0,8.0,1,none,5
9551,referral_hospital,O2_0053,peri_urban,288,1,1,1,1,cylinder_piped,5,3,3.2,1,13,2,1,0,1,1,1,1,1,1,funding_for_refill,2022,6,45,COPD_exacerbation,38,7,1,3,0,885.0,11.0,1,grid_reliable,1
9552,referral_hospital,O2_0143,urban,222,1,1,1,1,oxygen_concentrator,12,8,3.0,1,12,9,6,0,1,0,0,1,1,0,not_applicable,2022,11,39,other_hypoxemia,26,13,1,2,0,884.0,80.0,1,grid_unreliable,4
9553,referral_hospital,O2_0100,urban,234,1,1,1,1,oxygen_concentrator,7,2,1.8,1,10,3,1,0,1,1,1,1,0,0,not_applicable,2022,5,45,trauma,31,14,1,5,0,528.0,23.0,1,grid_reliable,7
9554,referral_hospital,O2_0089,urban,227,1,1,1,1,cylinder_portable,0,0,3.3,1,12,2,7,0,1,1,1,0,0,30,power_outage,2024,9,40,COVID19_severe,0,40,0,12,13,778.0,4.0,1,grid_reliable,10
9555,referral_hospital,O2_0172,rural,238,1,1,1,1,PSA_plant_onsite,0,0,3.9,1,18,7,6,1,1,1,1,1,1,0,not_applicable,2022,5,41,heart_failure,32,9,1,5,0,786.0,2.0,0,grid_reliable,3
9556,referral_hospital,O2_0193,urban,217,1,1,1,1,LOX_bulk_tank,0,0,1.5,1,9,2,3,0,1,1,1,0,0,6,funding_for_refill,2023,5,37,pneumonia_child,0,37,0,11,20,642.0,30.0,1,grid_reliable,12
9557,referral_hospital,O2_0076,peri_urban,272,1,1,1,1,LOX_bulk_tank,0,0,0.4,1,14,10,1,0,1,1,1,1,0,0,not_applicable,2021,7,48,pneumonia_adult,41,7,1,1,0,753.0,8.0,1,generator_only,1
9558,referral_hospital,O2_0024,urban,233,1,1,1,1,cylinder_piped,0,0,5.9,1,13,3,10,0,1,1,1,1,1,0,not_applicable,2023,8,57,pneumonia_adult,49,8,0,1,0,932.0,20.0,1,grid_reliable,1
9559,referral_hospital,O2_0043,urban,252,1,1,1,1,cylinder_piped,0,0,7.0,1,8,10,3,0,1,1,1,1,1,0,not_applicable,2022,6,53,asthma_severe,50,3,1,0,0,826.0,38.0,1,generator_only,3
9560,referral_hospital,O2_0084,peri_urban,264,1,1,1,1,oxygen_concentrator,2,1,1.4,1,13,1,1,0,1,1,0,1,1,7,concentrator_malfunction,2024,7,38,pneumonia_child,29,9,0,3,0,747.0,7.0,1,grid_reliable,4
9561,referral_hospital,O2_0005,rural,206,1,1,1,1,LOX_bulk_tank,0,0,1.8,1,9,0,0,0,1,1,0,0,0,17,concentrator_malfunction,2023,9,39,COVID19_severe,0,39,0,8,11,889.0,2.0,1,grid_unreliable,2
9562,referral_hospital,O2_0024,rural,176,1,1,1,1,PSA_plant_onsite,0,0,0.5,1,8,7,1,1,1,1,1,1,1,0,not_applicable,2023,1,39,trauma,26,13,1,5,0,905.0,8.0,1,grid_reliable,1
9563,referral_hospital,O2_0069,peri_urban,262,1,1,1,1,PSA_plant_onsite,0,0,1.1,1,11,5,0,1,1,1,0,1,1,0,not_applicable,2023,11,34,trauma,20,14,1,7,0,934.0,2.0,0,grid_unreliable,5
9564,referral_hospital,O2_0134,urban,274,1,1,1,1,LOX_bulk_tank,0,0,1.1,1,15,3,10,0,1,1,1,1,1,4,power_outage,2022,11,28,severe_malaria,26,2,1,1,0,915.0,1.0,0,grid_unreliable,9
9565,referral_hospital,O2_0066,rural,302,1,1,1,1,PSA_plant_onsite,0,0,1.5,1,7,8,0,0,1,1,1,0,0,1,PSA_plant_breakdown,2024,7,35,pneumonia_child,0,35,0,12,13,613.0,16.0,0,grid_unreliable,5
9566,referral_hospital,O2_0113,rural,234,1,1,1,1,LOX_bulk_tank,6,0,2.8,1,11,5,0,0,1,1,1,1,0,0,not_applicable,2023,5,51,severe_malaria,39,12,1,7,0,657.0,6.0,1,none,11
9567,referral_hospital,O2_0077,urban,190,1,1,1,1,cylinder_piped,0,0,0.6,1,9,12,6,0,1,1,1,1,0,0,not_applicable,2021,3,42,COVID19_severe,35,7,1,1,0,904.0,18.0,0,grid_unreliable,4
9568,referral_hospital,O2_0003,urban,256,1,1,1,1,cylinder_piped,0,0,0.6,1,7,9,1,0,1,1,0,1,0,4,power_outage,2024,3,41,pneumonia_child,38,3,0,2,0,822.0,3.0,1,grid_reliable,0
9569,referral_hospital,O2_0052,urban,249,1,1,1,1,oxygen_concentrator,5,4,5.3,1,10,4,1,0,1,1,1,1,1,0,not_applicable,2023,2,34,pneumonia_adult,34,0,1,0,0,880.0,20.0,1,solar,12
9570,referral_hospital,O2_0104,urban,318,1,1,1,1,PSA_plant_onsite,0,0,0.7,1,6,4,5,0,1,1,1,1,1,0,not_applicable,2023,3,43,neonatal_respiratory,21,22,0,4,0,682.0,21.0,1,grid_unreliable,10
9571,referral_hospital,O2_0015,urban,204,1,1,1,1,PSA_plant_onsite,5,4,8.3,1,10,3,0,1,1,1,0,0,0,3,empty_cylinders_not_collected,2022,1,46,COVID19_severe,0,46,0,17,19,786.0,28.0,1,grid_reliable,0
9572,referral_hospital,O2_0082,peri_urban,233,1,1,1,1,LOX_bulk_tank,0,0,6.1,1,8,1,3,0,1,1,1,1,0,0,not_applicable,2024,10,44,sepsis,35,9,1,4,0,889.0,1.0,1,grid_unreliable,10
9573,referral_hospital,O2_0125,urban,250,1,1,1,1,oxygen_concentrator,6,4,5.5,1,10,2,3,0,1,0,0,0,0,4,piping_system_leak,2022,5,36,neonatal_respiratory,0,36,0,11,11,673.0,21.0,0,generator_only,2
9574,referral_hospital,O2_0029,peri_urban,254,1,1,1,1,oxygen_concentrator,7,3,1.3,1,9,2,16,0,1,1,1,1,1,0,not_applicable,2024,5,27,pneumonia_child,27,0,0,0,0,633.0,4.0,0,grid_unreliable,2
9575,referral_hospital,O2_0156,peri_urban,220,1,1,1,1,LOX_bulk_tank,0,0,0.6,1,8,4,0,0,1,1,1,1,1,0,not_applicable,2021,9,42,asthma_severe,42,0,0,0,0,810.0,4.0,1,grid_unreliable,6
9576,referral_hospital,O2_0150,peri_urban,306,1,1,1,1,oxygen_concentrator,4,2,2.2,1,9,13,7,0,1,1,1,1,0,0,not_applicable,2024,8,29,pneumonia_adult,28,1,1,0,0,1008.0,9.0,1,grid_reliable,0
9577,referral_hospital,O2_0009,peri_urban,222,1,1,1,1,cylinder_piped,0,0,2.6,1,6,4,3,0,1,1,1,1,1,0,not_applicable,2023,12,29,other_hypoxemia,29,0,1,0,0,973.0,50.0,0,grid_reliable,0
9578,referral_hospital,O2_0181,urban,264,1,1,1,1,LOX_bulk_tank,0,0,0.5,1,9,4,1,0,1,1,1,1,1,0,not_applicable,2021,7,41,COVID19_severe,24,17,1,7,0,718.0,12.0,0,grid_reliable,8
9579,referral_hospital,O2_0190,urban,247,1,1,1,1,PSA_plant_onsite,0,0,0.8,1,13,3,5,1,1,1,1,1,1,0,not_applicable,2024,11,32,COVID19_severe,30,2,0,0,0,711.0,20.0,1,generator_only,17
9580,referral_hospital,O2_0092,urban,320,1,1,1,1,cylinder_portable,0,0,3.5,1,4,5,1,0,1,1,1,1,1,4,PSA_plant_breakdown,2024,6,34,pneumonia_adult,28,6,1,2,0,922.0,2.0,1,grid_reliable,2
9581,referral_hospital,O2_0031,urban,238,1,1,1,1,PSA_plant_onsite,0,0,0.1,1,11,5,1,1,1,1,1,1,0,0,not_applicable,2024,11,40,COPD_exacerbation,30,10,1,4,0,712.0,0.0,1,generator_only,15
9582,referral_hospital,O2_0105,urban,293,1,1,1,1,LOX_bulk_tank,0,0,4.3,1,15,4,4,0,1,0,0,1,1,0,not_applicable,2021,2,46,COPD_exacerbation,35,11,1,2,0,752.0,4.0,1,generator_only,2
9583,referral_hospital,O2_0140,peri_urban,241,1,1,1,1,oxygen_concentrator,1,0,4.2,1,12,3,20,0,1,0,0,1,1,0,not_applicable,2023,8,42,sepsis,36,6,1,4,0,741.0,17.0,1,generator_only,2
9584,referral_hospital,O2_0010,peri_urban,185,1,1,1,1,LOX_bulk_tank,8,5,4.5,1,11,3,4,0,1,1,1,1,1,0,not_applicable,2024,10,33,heart_failure,22,11,0,4,0,349.0,8.0,1,grid_reliable,1
9585,referral_hospital,O2_0040,rural,212,1,1,1,1,LOX_bulk_tank,0,0,10.5,1,7,7,0,0,1,1,0,0,0,1,funding_for_refill,2024,2,40,COVID19_severe,0,40,0,15,18,763.0,60.0,1,grid_reliable,9
9586,referral_hospital,O2_0012,urban,227,1,1,1,1,LOX_bulk_tank,0,0,2.5,1,11,4,3,0,1,1,1,1,1,2,power_outage,2022,4,34,surgical_anaesthesia,29,5,0,2,0,1084.0,7.0,1,grid_reliable,0
9587,referral_hospital,O2_0050,urban,317,1,1,1,1,cylinder_piped,0,0,1.0,1,14,3,0,0,1,1,0,1,0,0,not_applicable,2022,8,39,heart_failure,38,1,1,1,0,766.0,10.0,1,generator_only,1
9588,referral_hospital,O2_0057,urban,275,1,1,1,1,oxygen_concentrator,5,2,0.9,1,10,4,0,0,1,1,1,1,1,0,not_applicable,2021,2,50,pneumonia_adult,39,11,1,3,0,874.0,12.0,1,generator_only,12
9589,referral_hospital,O2_0068,urban,245,1,1,1,1,PSA_plant_onsite,0,0,0.2,1,9,4,2,1,1,0,0,1,1,0,not_applicable,2021,2,40,trauma,31,9,1,1,0,979.0,33.0,1,solar,0
9590,referral_hospital,O2_0152,rural,348,1,1,1,1,cylinder_piped,0,0,1.0,1,7,8,1,0,1,1,1,0,0,5,empty_cylinders_not_collected,2024,7,36,asthma_severe,0,36,0,12,8,1085.0,10.0,1,grid_unreliable,6
9591,referral_hospital,O2_0029,urban,185,1,1,1,1,PSA_plant_onsite,0,0,1.5,1,14,7,1,0,1,1,1,1,1,0,not_applicable,2022,8,35,neonatal_respiratory,22,13,1,6,0,671.0,12.0,1,solar,0
9592,referral_hospital,O2_0060,rural,243,1,1,1,1,LOX_bulk_tank,7,6,2.4,1,13,5,0,0,1,1,0,1,1,0,not_applicable,2023,11,34,trauma,22,12,0,4,0,592.0,0.0,1,grid_reliable,14
9593,referral_hospital,O2_0143,rural,230,1,1,1,1,PSA_plant_onsite,0,0,1.8,1,5,4,1,0,1,1,0,1,0,10,cylinder_delivery_delay,2021,10,42,pneumonia_child,40,2,0,0,0,929.0,6.0,1,grid_reliable,2
9594,referral_hospital,O2_0153,rural,231,1,1,1,1,oxygen_concentrator,10,6,3.2,1,6,9,2,0,1,1,1,1,1,0,not_applicable,2024,9,39,surgical_anaesthesia,34,5,1,0,0,914.0,37.0,1,generator_only,4
9595,referral_hospital,O2_0134,peri_urban,264,1,1,1,1,LOX_bulk_tank,0,0,12.5,1,6,5,1,0,1,1,1,0,0,23,demand_surge,2024,7,41,pneumonia_adult,0,41,0,18,9,712.0,19.0,1,solar,0
9596,referral_hospital,O2_0035,peri_urban,262,1,1,1,1,LOX_bulk_tank,7,4,0.5,1,9,10,11,0,1,1,1,1,1,0,not_applicable,2024,9,31,severe_malaria,23,8,1,5,0,764.0,12.0,1,generator_only,18
9597,referral_hospital,O2_0014,urban,294,1,1,1,1,PSA_plant_onsite,0,0,0.2,1,6,5,1,1,1,0,0,1,1,0,not_applicable,2024,5,40,pneumonia_child,31,9,1,2,0,728.0,15.0,1,grid_unreliable,3
9598,referral_hospital,O2_0116,urban,320,1,1,1,1,LOX_bulk_tank,7,5,1.2,1,10,4,3,0,1,1,1,1,1,0,not_applicable,2022,10,37,neonatal_respiratory,31,6,1,1,0,1144.0,30.0,1,grid_unreliable,1
9599,referral_hospital,O2_0094,peri_urban,262,1,1,1,1,cylinder_portable,0,0,0.3,1,4,7,0,0,1,0,0,0,0,8,cylinder_delivery_delay,2024,2,50,neonatal_respiratory,0,50,0,14,3,916.0,0.0,1,generator_only,6
9600,referral_hospital,O2_0174,urban,298,1,1,1,1,PSA_plant_onsite,0,0,6.5,1,10,3,15,0,1,1,1,0,0,13,cylinder_delivery_delay,2022,8,42,asthma_severe,0,42,0,15,21,767.0,14.0,1,solar,2
9601,referral_hospital,O2_0033,urban,265,1,1,1,1,oxygen_concentrator,7,7,5.9,1,11,5,0,0,1,1,1,1,1,0,not_applicable,2022,7,46,pneumonia_child,42,4,0,2,0,622.0,6.0,1,grid_unreliable,2
9602,referral_hospital,O2_0168,rural,255,1,1,1,1,oxygen_concentrator,7,5,2.6,1,7,3,3,0,1,1,1,1,0,0,not_applicable,2022,1,38,asthma_severe,34,4,1,1,0,931.0,9.0,1,grid_unreliable,8
9603,referral_hospital,O2_0071,rural,130,1,1,1,1,PSA_plant_onsite,0,0,0.5,1,13,9,3,1,1,1,1,1,1,0,not_applicable,2024,1,39,COVID19_severe,22,17,1,6,0,714.0,4.0,1,generator_only,1
9604,referral_hospital,O2_0131,urban,269,1,1,1,1,cylinder_piped,0,0,12.5,1,11,3,0,0,1,1,0,1,1,0,not_applicable,2023,1,45,pneumonia_adult,45,0,1,0,0,760.0,23.0,1,generator_only,1
9605,referral_hospital,O2_0198,urban,248,1,1,1,1,LOX_bulk_tank,0,0,2.4,1,20,2,3,0,1,1,1,1,1,0,not_applicable,2021,12,47,sepsis,45,2,0,0,0,802.0,56.0,1,solar,1
9606,referral_hospital,O2_0125,urban,194,1,1,1,1,LOX_bulk_tank,0,0,3.4,1,8,1,0,0,1,1,1,1,1,0,not_applicable,2024,5,45,neonatal_respiratory,36,9,0,3,0,693.0,15.0,1,generator_only,2
9607,referral_hospital,O2_0014,urban,319,1,1,1,1,LOX_bulk_tank,0,0,5.0,1,10,4,0,0,1,1,1,1,1,2,cylinder_delivery_delay,2021,6,32,trauma,23,9,1,3,0,602.0,2.0,0,grid_reliable,15
9608,referral_hospital,O2_0078,urban,284,1,1,1,1,LOX_bulk_tank,0,0,1.4,1,11,8,10,0,1,1,1,1,0,0,not_applicable,2023,10,41,other_hypoxemia,39,2,1,1,0,999.0,26.0,1,grid_unreliable,7
9609,referral_hospital,O2_0181,urban,351,1,1,1,1,PSA_plant_onsite,0,0,4.3,1,17,0,0,0,1,1,0,1,1,0,not_applicable,2021,8,52,pneumonia_child,12,40,1,17,0,667.0,46.0,1,grid_unreliable,9
9610,referral_hospital,O2_0061,urban,260,1,1,1,1,cylinder_piped,1,0,0.5,1,14,4,17,0,1,0,0,1,0,1,piping_system_leak,2024,2,53,neonatal_respiratory,48,5,0,1,0,1016.0,7.0,1,grid_reliable,0
9611,referral_hospital,O2_0029,urban,279,1,1,1,1,cylinder_portable,0,0,0.3,1,18,3,4,0,1,0,0,1,1,1,funding_for_refill,2024,5,57,pneumonia_adult,47,10,1,6,0,1100.0,7.0,0,grid_unreliable,4
9612,referral_hospital,O2_0102,urban,233,1,1,1,1,PSA_plant_onsite,0,0,2.4,1,13,7,1,1,1,1,0,1,1,0,not_applicable,2023,11,31,neonatal_respiratory,30,1,1,1,0,841.0,7.0,1,grid_unreliable,0
9613,referral_hospital,O2_0194,urban,292,1,1,1,1,PSA_plant_onsite,0,0,2.0,1,9,5,16,1,1,1,0,1,0,0,not_applicable,2022,2,38,sepsis,27,11,1,5,0,667.0,14.0,1,generator_only,5
9614,referral_hospital,O2_0152,peri_urban,321,1,1,1,1,LOX_bulk_tank,0,0,1.3,1,12,7,1,0,1,1,1,0,0,2,concentrator_malfunction,2023,2,24,pneumonia_child,0,24,0,10,10,801.0,2.0,0,grid_reliable,22
9615,referral_hospital,O2_0017,rural,269,1,1,1,1,cylinder_piped,7,5,1.0,1,7,4,8,0,1,1,1,1,1,0,not_applicable,2023,6,31,COVID19_severe,22,9,1,3,0,859.0,15.0,1,grid_unreliable,6
9616,referral_hospital,O2_0166,peri_urban,257,1,1,1,1,LOX_bulk_tank,0,0,3.9,1,10,6,2,0,1,1,1,1,1,0,not_applicable,2022,1,43,other_hypoxemia,34,9,1,2,0,726.0,0.0,1,grid_reliable,11
9617,referral_hospital,O2_0146,urban,222,1,1,1,1,oxygen_concentrator,3,3,2.3,1,9,4,4,0,1,1,1,1,1,1,PSA_plant_breakdown,2024,6,27,COVID19_severe,18,9,0,1,0,840.0,3.0,1,grid_unreliable,8
9618,referral_hospital,O2_0046,peri_urban,294,1,1,1,1,PSA_plant_onsite,0,0,0.5,1,11,5,4,0,1,1,1,1,1,1,concentrator_malfunction,2022,1,40,surgical_anaesthesia,28,12,1,5,0,647.0,5.0,0,grid_unreliable,4
9619,referral_hospital,O2_0021,rural,262,1,1,1,1,LOX_bulk_tank,0,0,0.1,1,17,8,2,0,1,0,0,1,0,0,not_applicable,2022,12,50,heart_failure,40,10,1,2,0,993.0,8.0,1,generator_only,0
9620,referral_hospital,O2_0125,urban,199,1,1,1,1,LOX_bulk_tank,8,4,4.0,1,15,5,0,0,1,1,1,0,0,30,PSA_plant_breakdown,2023,10,44,pneumonia_adult,0,44,0,16,14,897.0,22.0,1,grid_unreliable,3
9621,referral_hospital,O2_0149,rural,300,1,1,1,1,PSA_plant_onsite,0,0,2.1,1,11,7,20,1,1,1,1,1,1,0,not_applicable,2023,6,26,pneumonia_adult,16,10,1,4,0,922.0,13.0,1,grid_reliable,8
9622,referral_hospital,O2_0142,urban,217,1,1,1,1,LOX_bulk_tank,0,0,1.2,1,10,6,0,0,1,1,1,0,0,3,concentrator_malfunction,2021,12,45,pneumonia_child,0,45,0,13,22,505.0,1.0,0,grid_reliable,9
9623,referral_hospital,O2_0095,urban,265,1,1,1,1,PSA_plant_onsite,0,0,1.3,1,9,4,11,0,1,0,0,1,0,0,not_applicable,2023,1,35,pneumonia_child,32,3,1,2,0,804.0,17.0,0,grid_unreliable,2
9624,referral_hospital,O2_0102,urban,235,1,1,1,1,PSA_plant_onsite,0,0,0.1,1,7,4,3,1,1,1,1,1,1,0,not_applicable,2023,1,42,pneumonia_adult,30,12,1,4,0,616.0,4.0,1,none,3
9625,referral_hospital,O2_0012,urban,222,1,1,1,1,LOX_bulk_tank,0,0,0.4,1,11,8,2,0,1,1,0,1,1,2,piping_system_leak,2021,7,45,pneumonia_adult,35,10,1,4,0,851.0,9.0,1,grid_reliable,10
9626,referral_hospital,O2_0057,urban,333,1,1,1,1,PSA_plant_onsite,4,4,6.8,1,8,3,6,1,1,0,0,1,1,0,not_applicable,2023,10,36,pneumonia_child,26,10,1,3,0,705.0,8.0,1,grid_unreliable,0
9627,referral_hospital,O2_0155,urban,270,1,1,1,1,PSA_plant_onsite,0,0,2.8,1,10,6,1,1,1,1,1,1,0,4,concentrator_malfunction,2022,12,41,COVID19_severe,39,2,1,1,0,866.0,1.0,1,generator_only,1
9628,referral_hospital,O2_0082,urban,217,1,1,1,1,cylinder_piped,0,0,0.8,1,6,2,6,0,1,1,1,0,0,1,PSA_plant_breakdown,2023,9,41,trauma,0,41,0,19,6,963.0,16.0,1,generator_only,4
9629,referral_hospital,O2_0061,peri_urban,259,1,1,1,1,LOX_bulk_tank,6,6,7.2,1,9,9,7,0,1,0,0,1,1,0,not_applicable,2023,2,45,neonatal_respiratory,34,11,1,5,0,714.0,35.0,1,grid_unreliable,7
9630,referral_hospital,O2_0043,peri_urban,270,1,1,1,1,oxygen_concentrator,6,5,1.0,1,9,3,1,0,1,1,0,1,1,1,demand_surge,2022,6,41,pneumonia_child,38,3,1,1,0,991.0,12.0,1,grid_reliable,0
9631,referral_hospital,O2_0175,rural,254,1,1,1,1,PSA_plant_onsite,7,4,6.5,1,4,5,1,1,1,0,0,1,1,0,not_applicable,2022,6,40,COVID19_severe,32,8,1,3,0,657.0,10.0,0,grid_unreliable,21
9632,referral_hospital,O2_0102,rural,250,1,1,1,1,oxygen_concentrator,8,8,1.5,1,8,6,1,0,1,1,1,1,0,1,power_outage,2022,8,35,asthma_severe,24,11,0,2,0,834.0,11.0,1,grid_reliable,2
9633,referral_hospital,O2_0061,rural,255,1,1,1,1,cylinder_piped,0,0,5.1,1,4,6,3,0,1,1,0,1,1,0,not_applicable,2024,12,37,other_hypoxemia,28,9,1,1,0,1009.0,7.0,1,none,3
9634,referral_hospital,O2_0069,peri_urban,231,1,1,1,1,PSA_plant_onsite,0,0,0.7,1,8,5,3,0,1,1,0,1,1,6,cylinder_delivery_delay,2022,10,39,COPD_exacerbation,39,0,0,0,0,695.0,7.0,1,solar,8
9635,referral_hospital,O2_0078,rural,285,1,1,1,1,PSA_plant_onsite,0,0,2.5,1,14,5,0,0,1,0,0,1,1,0,not_applicable,2024,1,39,severe_malaria,28,11,1,4,0,770.0,78.0,1,generator_only,2
9636,referral_hospital,O2_0127,peri_urban,235,1,1,1,1,PSA_plant_onsite,0,0,1.7,1,15,3,9,0,1,1,1,1,1,0,not_applicable,2021,1,42,COPD_exacerbation,27,15,1,6,0,827.0,2.0,1,grid_unreliable,2
9637,referral_hospital,O2_0148,peri_urban,195,1,1,1,1,cylinder_piped,0,0,0.7,1,10,3,0,0,1,0,0,1,0,0,not_applicable,2024,10,51,surgical_anaesthesia,42,9,1,4,0,649.0,29.0,1,none,5
9638,referral_hospital,O2_0174,urban,256,1,1,1,1,cylinder_piped,5,2,2.9,1,15,6,6,0,1,1,0,1,1,0,not_applicable,2023,3,33,COPD_exacerbation,31,2,1,1,0,901.0,33.0,1,generator_only,0
9639,referral_hospital,O2_0124,urban,225,1,1,1,1,cylinder_piped,4,3,3.2,1,11,8,3,0,1,1,1,1,1,1,power_outage,2023,8,46,COPD_exacerbation,46,0,1,0,0,875.0,1.0,1,generator_only,1
9640,referral_hospital,O2_0011,rural,283,1,1,1,1,LOX_bulk_tank,0,0,0.5,1,8,3,1,0,1,0,0,0,0,2,PSA_plant_breakdown,2021,7,46,COVID19_severe,0,46,0,8,11,667.0,9.0,1,generator_only,11
9641,referral_hospital,O2_0165,peri_urban,263,1,1,1,1,LOX_bulk_tank,0,0,0.2,1,11,11,0,0,1,1,1,1,0,0,not_applicable,2024,12,44,heart_failure,44,0,1,0,0,411.0,22.0,1,grid_reliable,1
9642,referral_hospital,O2_0071,urban,201,1,1,1,1,LOX_bulk_tank,0,0,1.8,1,11,7,5,0,1,1,1,1,1,0,not_applicable,2023,6,49,COVID19_severe,49,0,0,0,0,1004.0,26.0,1,grid_reliable,17
9643,referral_hospital,O2_0107,urban,269,1,1,1,1,cylinder_piped,0,0,0.8,1,10,1,0,0,1,1,1,1,1,0,not_applicable,2023,5,34,COVID19_severe,34,0,0,0,0,801.0,1.0,1,grid_reliable,8
9644,referral_hospital,O2_0128,peri_urban,294,1,1,1,1,oxygen_concentrator,2,2,0.2,1,8,4,2,0,1,1,1,1,0,0,not_applicable,2021,8,51,pneumonia_child,51,0,1,0,0,543.0,14.0,1,grid_unreliable,4
9645,referral_hospital,O2_0020,rural,195,1,1,1,1,LOX_bulk_tank,0,0,1.7,1,8,6,7,0,1,1,1,0,0,28,PSA_plant_breakdown,2024,7,49,neonatal_respiratory,0,49,0,15,6,799.0,2.0,1,solar,13
9646,referral_hospital,O2_0125,urban,246,1,1,1,1,oxygen_concentrator,8,4,12.5,1,5,5,3,0,1,0,0,0,0,8,PSA_plant_breakdown,2023,8,46,pneumonia_child,0,46,0,25,19,955.0,41.0,1,grid_reliable,3
9647,referral_hospital,O2_0199,peri_urban,300,1,1,1,1,LOX_bulk_tank,0,0,1.0,1,10,7,5,0,1,1,1,1,1,12,power_outage,2022,7,41,pneumonia_child,32,9,1,0,0,728.0,4.0,1,grid_unreliable,9
9648,referral_hospital,O2_0104,urban,306,1,1,1,1,PSA_plant_onsite,0,0,6.5,1,8,3,1,1,1,1,1,1,1,0,not_applicable,2024,7,34,pneumonia_adult,23,11,1,3,0,876.0,28.0,1,solar,1
9649,referral_hospital,O2_0032,peri_urban,321,1,1,1,1,cylinder_piped,0,0,1.6,1,13,0,2,0,1,1,1,0,0,1,no_oxygen_source,2023,11,35,trauma,0,35,0,8,12,826.0,0.0,1,grid_unreliable,0
9650,referral_hospital,O2_0028,urban,242,1,1,1,1,oxygen_concentrator,5,3,1.8,1,6,11,17,0,1,1,1,1,1,0,not_applicable,2024,12,49,pneumonia_child,46,3,1,2,0,785.0,14.0,1,solar,0
9651,referral_hospital,O2_0113,urban,266,1,1,1,1,cylinder_piped,4,3,1.9,1,6,4,3,0,1,1,1,1,1,0,not_applicable,2023,1,38,pneumonia_child,20,18,1,8,0,741.0,14.0,1,grid_reliable,33
9652,referral_hospital,O2_0095,peri_urban,334,1,1,1,1,PSA_plant_onsite,0,0,1.3,1,7,4,1,1,1,1,1,1,1,1,demand_surge,2024,4,39,pneumonia_child,24,15,1,4,0,900.0,18.0,1,generator_only,10
9653,referral_hospital,O2_0198,rural,272,1,1,1,1,PSA_plant_onsite,0,0,9.7,1,3,4,4,1,1,1,1,1,1,0,not_applicable,2021,12,37,surgical_anaesthesia,25,12,1,4,0,981.0,6.0,1,grid_unreliable,2
9654,referral_hospital,O2_0133,urban,210,1,1,1,1,oxygen_concentrator,3,2,3.0,1,9,7,1,0,1,1,0,1,1,0,not_applicable,2022,6,45,surgical_anaesthesia,38,7,1,2,0,765.0,31.0,0,solar,30
9655,referral_hospital,O2_0048,peri_urban,251,1,1,1,1,PSA_plant_onsite,3,2,1.7,1,8,8,7,1,1,1,1,1,1,0,not_applicable,2022,10,39,COPD_exacerbation,39,0,0,0,0,984.0,1.0,1,grid_reliable,28
9656,referral_hospital,O2_0084,peri_urban,295,1,1,1,1,PSA_plant_onsite,4,2,5.2,1,15,2,5,1,1,1,0,0,0,23,concentrator_malfunction,2023,1,38,surgical_anaesthesia,0,38,0,17,2,998.0,2.0,1,grid_unreliable,2
9657,referral_hospital,O2_0010,peri_urban,201,1,1,1,1,PSA_plant_onsite,4,2,13.2,1,7,10,12,1,1,1,0,0,0,6,power_outage,2024,4,44,asthma_severe,0,44,0,16,25,501.0,4.0,0,grid_reliable,2
9658,referral_hospital,O2_0044,peri_urban,290,1,1,1,1,cylinder_portable,10,4,2.3,1,5,1,10,0,1,1,1,1,1,0,not_applicable,2024,5,46,pneumonia_adult,27,19,0,6,0,799.0,7.0,1,grid_reliable,0
9659,referral_hospital,O2_0048,urban,191,1,1,1,1,cylinder_portable,0,0,3.7,1,8,3,2,0,1,1,1,1,1,2,concentrator_malfunction,2022,5,44,severe_malaria,37,7,1,1,0,591.0,38.0,0,grid_reliable,0
9660,referral_hospital,O2_0100,peri_urban,186,1,1,1,1,LOX_bulk_tank,0,0,0.7,1,10,6,4,0,1,1,1,1,1,1,funding_for_refill,2024,5,47,asthma_severe,43,4,0,1,0,801.0,3.0,1,solar,0
9661,referral_hospital,O2_0036,urban,263,1,1,1,1,LOX_bulk_tank,8,5,8.5,1,15,3,10,0,1,0,0,0,0,30,cylinder_delivery_delay,2024,12,28,pneumonia_adult,0,28,0,7,9,809.0,22.0,0,generator_only,12
9662,referral_hospital,O2_0117,urban,269,1,1,1,1,LOX_bulk_tank,0,0,0.4,1,14,3,4,0,1,0,0,1,0,0,not_applicable,2021,7,41,pneumonia_adult,36,5,1,3,0,735.0,21.0,1,solar,0
9663,referral_hospital,O2_0019,urban,201,1,1,1,1,cylinder_piped,0,0,8.8,1,10,4,6,0,1,0,0,1,1,0,not_applicable,2024,3,34,pneumonia_adult,34,0,1,0,0,792.0,9.0,1,grid_unreliable,9
9664,referral_hospital,O2_0123,rural,255,1,1,1,1,PSA_plant_onsite,0,0,0.3,1,12,5,1,1,1,1,1,0,0,13,PSA_plant_breakdown,2023,4,42,pneumonia_adult,0,42,0,17,19,752.0,5.0,0,grid_reliable,0
9665,referral_hospital,O2_0153,urban,240,1,1,1,1,cylinder_piped,0,0,3.4,1,13,6,8,0,1,1,1,1,1,0,not_applicable,2023,4,44,pneumonia_adult,37,7,1,3,0,944.0,49.0,1,grid_unreliable,0
9666,referral_hospital,O2_0103,rural,210,1,1,1,1,oxygen_concentrator,5,4,0.0,1,11,4,1,0,1,1,1,1,1,0,not_applicable,2023,8,42,COPD_exacerbation,34,8,1,2,0,632.0,39.0,1,grid_reliable,8
9667,referral_hospital,O2_0052,urban,198,1,1,1,1,LOX_bulk_tank,8,8,0.9,1,11,6,5,0,1,0,0,1,1,0,not_applicable,2024,12,38,neonatal_respiratory,29,9,1,1,0,902.0,0.0,1,grid_reliable,6
9668,referral_hospital,O2_0185,peri_urban,242,1,1,1,1,LOX_bulk_tank,2,0,3.7,1,16,8,2,0,1,0,0,1,1,4,PSA_plant_breakdown,2021,5,28,other_hypoxemia,22,6,0,1,0,890.0,20.0,0,grid_reliable,6
9669,referral_hospital,O2_0197,urban,244,1,1,1,1,oxygen_concentrator,5,2,0.1,1,14,8,1,0,1,1,0,1,0,0,not_applicable,2024,6,50,surgical_anaesthesia,50,0,1,0,0,612.0,0.0,0,grid_reliable,15
9670,referral_hospital,O2_0117,urban,211,1,1,1,1,cylinder_piped,0,0,0.2,1,13,4,1,0,1,1,0,1,1,0,not_applicable,2023,4,46,pneumonia_adult,32,14,1,8,0,735.0,6.0,1,generator_only,6
9671,referral_hospital,O2_0026,rural,255,1,1,1,1,oxygen_concentrator,5,2,3.2,1,10,4,1,0,1,1,0,1,0,0,not_applicable,2022,8,27,COPD_exacerbation,11,16,1,8,0,750.0,55.0,1,grid_unreliable,9
9672,referral_hospital,O2_0043,peri_urban,221,1,1,1,1,PSA_plant_onsite,0,0,3.6,1,10,4,2,1,1,1,1,0,0,5,concentrator_malfunction,2023,9,33,neonatal_respiratory,0,33,0,13,7,914.0,3.0,1,grid_unreliable,9
9673,referral_hospital,O2_0193,rural,216,1,1,1,1,LOX_bulk_tank,3,3,1.6,1,7,3,4,0,1,1,0,1,1,0,not_applicable,2021,2,48,pneumonia_child,27,21,1,11,0,516.0,6.0,1,grid_reliable,0
9674,referral_hospital,O2_0132,rural,280,1,1,1,1,LOX_bulk_tank,0,0,0.3,1,12,6,2,0,1,1,1,1,1,0,not_applicable,2021,10,50,sepsis,32,18,1,6,0,528.0,0.0,1,grid_reliable,12
9675,referral_hospital,O2_0052,rural,303,1,1,1,1,cylinder_piped,0,0,3.3,1,18,2,1,0,1,1,0,1,1,0,not_applicable,2024,9,52,severe_malaria,51,1,1,0,0,483.0,44.0,0,generator_only,11
9676,referral_hospital,O2_0026,peri_urban,290,1,1,1,1,oxygen_concentrator,6,4,3.2,1,9,6,5,0,1,1,1,1,1,0,not_applicable,2024,10,34,severe_malaria,19,15,1,5,0,726.0,18.0,1,grid_reliable,0
9677,referral_hospital,O2_0039,urban,325,1,1,1,1,cylinder_piped,0,0,2.3,1,13,9,4,0,1,1,0,1,0,0,not_applicable,2021,6,44,COPD_exacerbation,37,7,1,4,0,1028.0,16.0,0,grid_reliable,6
9678,referral_hospital,O2_0196,peri_urban,171,1,1,1,1,cylinder_piped,0,0,8.4,1,9,6,9,0,1,1,1,0,0,3,PSA_plant_breakdown,2023,2,42,surgical_anaesthesia,0,42,0,17,7,907.0,2.0,1,grid_unreliable,2
9679,referral_hospital,O2_0017,peri_urban,264,1,1,1,1,oxygen_concentrator,4,2,0.2,1,16,8,11,0,1,1,1,1,0,0,not_applicable,2024,12,31,trauma,31,0,0,0,0,811.0,0.0,1,grid_reliable,17
9680,referral_hospital,O2_0022,urban,276,1,1,1,1,LOX_bulk_tank,0,0,0.0,1,12,8,11,0,1,1,1,1,1,0,not_applicable,2021,4,39,other_hypoxemia,35,4,1,1,0,740.0,11.0,1,grid_reliable,8
9681,referral_hospital,O2_0036,rural,226,1,1,1,1,cylinder_piped,0,0,0.4,1,14,3,9,0,1,1,0,1,1,4,empty_cylinders_not_collected,2024,9,42,other_hypoxemia,25,17,1,7,0,708.0,5.0,1,grid_reliable,3
9682,referral_hospital,O2_0178,rural,274,1,1,1,1,LOX_bulk_tank,0,0,5.9,1,11,5,7,0,1,0,0,1,1,0,not_applicable,2023,4,41,COPD_exacerbation,36,5,0,2,0,988.0,26.0,0,generator_only,6
9683,referral_hospital,O2_0038,urban,271,1,1,1,1,LOX_bulk_tank,4,3,5.5,1,10,3,3,0,1,1,1,1,1,0,not_applicable,2024,3,47,severe_malaria,36,11,1,4,0,706.0,28.0,0,generator_only,5
9684,referral_hospital,O2_0016,urban,260,1,1,1,1,PSA_plant_onsite,0,0,0.8,1,9,5,6,1,1,1,1,1,1,0,not_applicable,2024,11,32,trauma,29,3,1,3,0,908.0,4.0,1,grid_unreliable,3
9685,referral_hospital,O2_0159,rural,205,1,1,1,1,oxygen_concentrator,6,6,6.6,1,3,2,7,0,1,1,0,0,0,25,cylinder_delivery_delay,2023,2,35,surgical_anaesthesia,0,35,0,13,9,594.0,29.0,1,none,1
9686,referral_hospital,O2_0085,urban,291,1,1,1,1,PSA_plant_onsite,0,0,2.2,1,15,3,13,0,1,1,1,1,1,0,not_applicable,2024,9,34,trauma,32,2,1,0,0,711.0,54.0,1,solar,0
9687,referral_hospital,O2_0085,urban,297,1,1,1,1,oxygen_concentrator,5,1,3.4,1,14,7,4,0,1,1,1,1,1,0,not_applicable,2024,7,35,other_hypoxemia,20,15,1,6,0,823.0,30.0,0,grid_reliable,2
9688,referral_hospital,O2_0185,rural,273,1,1,1,1,cylinder_piped,0,0,1.7,1,10,6,0,0,1,1,1,1,1,0,not_applicable,2022,4,31,severe_malaria,31,0,1,0,0,791.0,9.0,1,grid_unreliable,0
9689,referral_hospital,O2_0027,peri_urban,256,1,1,1,1,cylinder_piped,0,0,3.5,1,11,4,0,0,1,1,1,1,0,0,not_applicable,2024,12,40,pneumonia_adult,22,18,1,5,0,1027.0,30.0,1,solar,15
9690,referral_hospital,O2_0154,urban,234,1,1,1,1,cylinder_piped,0,0,3.9,1,8,6,6,0,1,0,0,1,1,8,power_outage,2021,1,42,COVID19_severe,26,16,1,6,0,752.0,0.0,1,grid_reliable,1
9691,referral_hospital,O2_0107,urban,290,1,1,1,1,LOX_bulk_tank,0,0,4.2,1,10,5,6,0,1,1,1,1,1,0,not_applicable,2022,5,41,heart_failure,31,10,1,4,0,615.0,8.0,1,grid_unreliable,4
9692,referral_hospital,O2_0159,urban,237,1,1,1,1,PSA_plant_onsite,0,0,7.3,1,11,6,5,0,1,1,1,0,0,9,demand_surge,2023,11,44,other_hypoxemia,0,44,0,16,15,425.0,9.0,1,none,4
9693,referral_hospital,O2_0007,urban,202,1,1,1,1,PSA_plant_onsite,3,2,2.9,1,11,4,4,0,1,1,1,1,1,0,not_applicable,2024,11,37,severe_malaria,36,1,0,0,0,519.0,1.0,1,none,4
9694,referral_hospital,O2_0053,urban,277,1,1,1,1,oxygen_concentrator,6,3,0.4,1,11,6,1,0,1,1,1,1,0,1,power_outage,2023,10,34,pneumonia_child,29,5,1,2,0,672.0,23.0,1,grid_reliable,18
9695,referral_hospital,O2_0008,urban,283,1,1,1,1,cylinder_piped,0,0,2.2,1,7,5,5,0,1,1,1,0,0,2,PSA_plant_breakdown,2024,11,34,trauma,0,34,0,12,6,667.0,15.0,1,grid_reliable,19
9696,referral_hospital,O2_0178,peri_urban,292,1,1,1,1,LOX_bulk_tank,0,0,6.3,1,11,5,0,0,1,0,0,1,1,0,not_applicable,2021,11,32,severe_malaria,26,6,1,2,0,1009.0,2.0,1,grid_reliable,1
9697,referral_hospital,O2_0166,urban,254,1,1,1,1,PSA_plant_onsite,4,1,2.6,1,11,4,2,0,1,0,0,1,1,0,not_applicable,2022,3,36,heart_failure,25,11,1,3,0,677.0,7.0,1,generator_only,11
9698,referral_hospital,O2_0067,peri_urban,212,1,1,1,1,oxygen_concentrator,5,4,3.7,1,7,5,0,0,1,1,1,1,0,0,not_applicable,2023,1,47,pneumonia_child,32,15,0,8,0,909.0,3.0,1,generator_only,6
9699,referral_hospital,O2_0108,urban,216,1,1,1,1,PSA_plant_onsite,0,0,5.5,1,7,3,11,0,1,1,0,1,0,0,not_applicable,2023,4,39,surgical_anaesthesia,30,9,0,6,0,939.0,19.0,1,grid_unreliable,2
9700,referral_hospital,O2_0098,rural,184,1,1,1,1,LOX_bulk_tank,0,0,6.2,1,9,7,2,0,1,1,1,0,0,30,supplier_stockout,2022,2,44,trauma,0,44,0,16,12,931.0,4.0,1,grid_unreliable,0
9701,referral_hospital,O2_0185,peri_urban,222,1,1,1,1,LOX_bulk_tank,0,0,2.1,1,13,5,4,0,1,1,1,1,1,0,not_applicable,2024,1,36,pneumonia_adult,32,4,1,1,0,757.0,29.0,1,solar,2
9702,referral_hospital,O2_0010,peri_urban,155,1,1,1,1,PSA_plant_onsite,0,0,4.5,1,6,5,12,1,1,1,1,0,0,6,cylinder_delivery_delay,2023,7,50,severe_malaria,0,50,0,14,12,724.0,2.0,1,solar,2
9703,referral_hospital,O2_0024,peri_urban,254,1,1,1,1,LOX_bulk_tank,0,0,1.1,1,11,3,12,0,1,1,1,1,1,8,demand_surge,2022,11,40,pneumonia_adult,34,6,1,3,0,881.0,13.0,1,grid_reliable,3
9704,referral_hospital,O2_0197,peri_urban,262,1,1,1,1,LOX_bulk_tank,0,0,13.3,1,9,7,3,0,1,1,1,1,1,0,not_applicable,2021,5,29,asthma_severe,29,0,0,0,0,553.0,22.0,1,grid_unreliable,0
9705,referral_hospital,O2_0116,peri_urban,274,1,1,1,1,PSA_plant_onsite,0,0,2.8,1,9,3,7,0,1,1,1,0,0,4,demand_surge,2024,6,40,neonatal_respiratory,0,40,0,17,9,820.0,1.0,1,grid_reliable,5
9706,referral_hospital,O2_0148,urban,208,1,1,1,1,PSA_plant_onsite,0,0,1.9,1,7,4,1,1,1,1,1,1,1,0,not_applicable,2022,11,43,surgical_anaesthesia,37,6,1,3,0,615.0,3.0,1,grid_reliable,10
9707,referral_hospital,O2_0171,urban,312,1,1,1,1,PSA_plant_onsite,0,0,2.4,1,6,5,7,1,1,1,0,1,1,13,PSA_plant_breakdown,2021,9,45,COPD_exacerbation,44,1,1,1,0,832.0,4.0,0,grid_reliable,1
9708,referral_hospital,O2_0146,peri_urban,184,1,1,1,1,LOX_bulk_tank,3,2,1.7,1,7,5,0,0,1,0,0,1,1,0,not_applicable,2024,3,42,neonatal_respiratory,38,4,1,3,0,883.0,1.0,1,grid_reliable,11
9709,referral_hospital,O2_0036,urban,240,1,1,1,1,oxygen_concentrator,2,1,1.4,1,8,6,16,0,1,1,0,1,0,0,not_applicable,2024,8,44,pneumonia_child,31,13,1,2,0,694.0,2.0,1,none,3
9710,referral_hospital,O2_0130,peri_urban,313,1,1,1,1,LOX_bulk_tank,5,4,3.1,1,11,4,2,0,1,1,0,1,1,0,not_applicable,2024,5,34,heart_failure,18,16,1,6,0,671.0,8.0,1,grid_unreliable,2
9711,referral_hospital,O2_0016,peri_urban,332,1,1,1,1,cylinder_piped,0,0,0.3,1,13,6,7,0,1,1,1,1,1,0,not_applicable,2022,7,55,pneumonia_child,43,12,1,5,0,818.0,0.0,1,grid_unreliable,0
9712,referral_hospital,O2_0064,urban,294,1,1,1,1,oxygen_concentrator,8,5,2.0,1,4,6,18,0,1,1,1,0,0,3,PSA_plant_breakdown,2023,11,44,pneumonia_child,0,44,0,14,15,779.0,15.0,1,grid_reliable,0
9713,referral_hospital,O2_0159,peri_urban,261,1,1,1,1,oxygen_concentrator,4,2,3.3,1,9,5,13,0,1,1,1,1,1,0,not_applicable,2021,1,43,pneumonia_child,29,14,1,3,0,850.0,47.0,1,generator_only,2
9714,referral_hospital,O2_0007,urban,272,1,1,1,1,oxygen_concentrator,6,3,0.8,1,14,4,0,0,1,0,0,1,1,0,not_applicable,2024,8,35,pneumonia_adult,15,20,1,11,0,768.0,13.0,1,grid_reliable,10
9715,referral_hospital,O2_0070,urban,175,1,1,1,1,cylinder_piped,4,3,0.5,1,15,5,3,0,1,1,0,1,1,0,not_applicable,2024,7,39,pneumonia_adult,29,10,1,2,0,731.0,16.0,0,grid_unreliable,6
9716,referral_hospital,O2_0035,rural,303,1,1,1,1,PSA_plant_onsite,3,2,6.2,1,5,4,2,1,1,1,1,1,1,0,not_applicable,2022,4,38,severe_malaria,33,5,0,2,0,761.0,3.0,1,grid_unreliable,4
9717,referral_hospital,O2_0177,urban,251,1,1,1,1,PSA_plant_onsite,7,6,3.2,1,8,4,1,1,1,1,0,1,1,9,concentrator_malfunction,2024,11,44,asthma_severe,23,21,0,7,0,689.0,2.0,1,grid_reliable,1
9718,referral_hospital,O2_0197,rural,274,1,1,1,1,oxygen_concentrator,5,2,1.0,1,8,8,4,0,1,1,0,1,1,0,not_applicable,2023,10,38,surgical_anaesthesia,28,10,1,3,0,655.0,8.0,1,grid_reliable,2
9719,referral_hospital,O2_0033,urban,248,1,1,1,1,LOX_bulk_tank,0,0,4.2,1,13,4,4,0,1,1,1,1,1,0,not_applicable,2024,2,31,asthma_severe,20,11,1,4,0,965.0,17.0,1,grid_reliable,0
9720,referral_hospital,O2_0052,urban,276,1,1,1,1,cylinder_piped,0,0,3.1,1,8,4,17,0,1,0,0,1,1,2,PSA_plant_breakdown,2021,5,39,COVID19_severe,39,0,1,0,0,864.0,33.0,1,solar,17
9721,referral_hospital,O2_0081,rural,236,1,1,1,1,PSA_plant_onsite,0,0,3.5,1,10,4,1,1,1,1,1,0,0,1,power_outage,2023,1,44,COVID19_severe,0,44,0,19,17,770.0,25.0,1,grid_unreliable,5
9722,referral_hospital,O2_0144,urban,283,1,1,1,1,oxygen_concentrator,6,4,0.5,1,11,7,5,0,1,1,1,1,1,0,not_applicable,2023,10,55,other_hypoxemia,48,7,1,2,0,1099.0,9.0,1,grid_reliable,0
9723,referral_hospital,O2_0140,urban,286,1,1,1,1,cylinder_portable,0,0,4.7,1,6,7,0,0,1,0,0,1,1,0,not_applicable,2024,3,34,pneumonia_adult,28,6,1,5,0,686.0,4.0,1,grid_unreliable,4
9724,referral_hospital,O2_0012,urban,202,1,1,1,1,oxygen_concentrator,4,2,3.2,1,12,6,0,0,1,1,1,1,1,0,not_applicable,2022,3,51,pneumonia_adult,36,15,1,6,0,899.0,15.0,1,grid_unreliable,0
9725,referral_hospital,O2_0040,urban,263,1,1,1,1,PSA_plant_onsite,0,0,0.6,1,12,3,3,0,1,1,1,0,0,1,power_outage,2022,4,32,trauma,0,32,0,10,8,969.0,20.0,1,generator_only,0
9726,referral_hospital,O2_0179,urban,296,1,1,1,1,oxygen_concentrator,5,2,0.3,1,8,4,1,0,1,0,0,1,1,0,not_applicable,2022,8,43,neonatal_respiratory,29,14,1,2,0,802.0,2.0,1,grid_unreliable,1
9727,referral_hospital,O2_0010,urban,243,1,1,1,1,PSA_plant_onsite,0,0,2.8,1,9,4,5,0,1,0,0,1,0,7,PSA_plant_breakdown,2023,6,42,severe_malaria,28,14,1,4,0,840.0,9.0,1,solar,7
9728,referral_hospital,O2_0074,rural,164,1,1,1,1,LOX_bulk_tank,7,5,1.1,1,13,6,0,0,1,1,0,1,1,0,not_applicable,2022,6,39,heart_failure,33,6,1,0,0,824.0,8.0,1,grid_reliable,4
9729,referral_hospital,O2_0090,urban,273,1,1,1,1,PSA_plant_onsite,0,0,0.7,1,11,6,1,0,1,0,0,1,1,0,not_applicable,2024,11,36,pneumonia_child,29,7,1,1,0,845.0,29.0,1,generator_only,2
9730,referral_hospital,O2_0107,rural,307,1,1,1,1,LOX_bulk_tank,0,0,0.2,1,5,2,0,0,1,1,0,1,1,4,power_outage,2021,1,37,pneumonia_adult,29,8,1,3,0,984.0,10.0,0,grid_reliable,5
9731,referral_hospital,O2_0072,urban,290,1,1,1,1,PSA_plant_onsite,6,3,7.1,1,9,5,11,1,1,0,0,1,0,0,not_applicable,2023,9,42,severe_malaria,27,15,0,6,0,849.0,24.0,1,grid_reliable,2
9732,referral_hospital,O2_0041,peri_urban,220,1,1,1,1,oxygen_concentrator,6,6,2.7,1,11,5,3,0,1,1,0,1,1,0,not_applicable,2021,3,29,pneumonia_adult,25,4,1,2,0,857.0,45.0,1,generator_only,1
9733,referral_hospital,O2_0183,urban,284,1,1,1,1,LOX_bulk_tank,0,0,0.6,1,8,1,0,0,1,1,1,1,1,0,not_applicable,2023,1,32,heart_failure,25,7,1,2,0,714.0,14.0,1,generator_only,0
9734,referral_hospital,O2_0104,rural,276,1,1,1,1,PSA_plant_onsite,0,0,13.3,1,9,6,2,0,1,1,1,1,1,0,not_applicable,2024,9,35,heart_failure,35,0,1,0,0,878.0,6.0,0,generator_only,11
9735,referral_hospital,O2_0107,urban,246,1,1,1,1,LOX_bulk_tank,0,0,0.4,1,8,4,3,0,1,1,1,1,1,8,power_outage,2022,12,47,surgical_anaesthesia,41,6,1,3,0,887.0,22.0,0,grid_unreliable,1
9736,referral_hospital,O2_0027,peri_urban,277,1,1,1,1,PSA_plant_onsite,0,0,13.0,1,11,6,4,0,1,0,0,0,0,1,PSA_plant_breakdown,2024,10,43,COVID19_severe,0,43,0,18,16,1025.0,2.0,1,grid_reliable,0
9737,referral_hospital,O2_0002,urban,245,1,1,1,1,cylinder_piped,0,0,8.8,1,7,5,25,0,1,1,0,1,0,0,not_applicable,2021,9,26,surgical_anaesthesia,18,8,1,3,0,873.0,7.0,1,solar,0
9738,referral_hospital,O2_0071,rural,300,1,1,1,1,oxygen_concentrator,3,2,2.5,1,11,4,4,0,1,1,1,1,1,0,not_applicable,2024,5,40,pneumonia_child,31,9,0,4,0,1019.0,13.0,1,grid_reliable,0
9739,referral_hospital,O2_0013,peri_urban,270,1,1,1,1,PSA_plant_onsite,4,2,3.1,1,6,3,3,0,1,1,1,1,1,0,not_applicable,2022,5,32,severe_malaria,16,16,1,8,0,587.0,0.0,1,solar,0
9740,referral_hospital,O2_0094,urban,290,1,1,1,1,LOX_bulk_tank,0,0,6.4,1,8,8,2,0,1,1,1,1,1,0,not_applicable,2024,3,50,asthma_severe,35,15,1,6,0,673.0,19.0,0,grid_reliable,6
9741,referral_hospital,O2_0083,peri_urban,182,1,1,1,1,PSA_plant_onsite,0,0,6.0,1,9,5,2,1,1,0,0,1,1,0,not_applicable,2024,3,41,COVID19_severe,31,10,1,6,0,855.0,37.0,1,generator_only,8
9742,referral_hospital,O2_0024,urban,293,1,1,1,1,LOX_bulk_tank,0,0,0.5,1,12,3,3,0,1,1,1,1,1,0,not_applicable,2023,6,32,sepsis,31,1,1,0,0,805.0,8.0,1,grid_reliable,2
9743,referral_hospital,O2_0185,rural,199,1,1,1,1,PSA_plant_onsite,5,4,3.3,1,7,6,10,1,1,1,1,1,1,0,not_applicable,2024,12,46,surgical_anaesthesia,36,10,0,3,0,755.0,17.0,1,grid_reliable,8
9744,referral_hospital,O2_0052,rural,248,1,1,1,1,PSA_plant_onsite,5,3,0.8,1,9,7,3,1,1,1,1,1,1,0,not_applicable,2023,8,37,pneumonia_adult,36,1,0,0,0,937.0,14.0,1,generator_only,3
9745,referral_hospital,O2_0161,urban,256,1,1,1,1,oxygen_concentrator,3,1,7.6,1,13,6,8,0,1,1,1,1,1,0,not_applicable,2021,2,47,neonatal_respiratory,35,12,0,4,0,882.0,64.0,1,grid_reliable,0
9746,referral_hospital,O2_0197,rural,238,1,1,1,1,PSA_plant_onsite,0,0,1.4,1,7,7,9,0,1,1,0,1,0,0,not_applicable,2022,8,31,other_hypoxemia,27,4,0,0,0,841.0,3.0,1,grid_reliable,0
9747,referral_hospital,O2_0055,rural,210,1,1,1,1,cylinder_piped,0,0,10.6,1,10,2,0,0,1,1,1,1,1,0,not_applicable,2024,9,44,surgical_anaesthesia,27,17,1,2,0,605.0,1.0,1,grid_unreliable,2
9748,referral_hospital,O2_0145,rural,249,1,1,1,1,oxygen_concentrator,10,8,3.2,1,10,6,3,0,1,0,0,1,0,6,demand_surge,2024,2,42,COPD_exacerbation,28,14,1,5,0,952.0,18.0,1,none,6
9749,referral_hospital,O2_0159,peri_urban,262,1,1,1,1,oxygen_concentrator,10,5,0.7,1,13,9,19,0,1,1,0,1,1,0,not_applicable,2023,2,31,COPD_exacerbation,19,12,1,6,0,306.0,4.0,1,grid_unreliable,6
9750,referral_hospital,O2_0177,urban,207,1,1,1,1,oxygen_concentrator,6,5,1.0,1,15,1,6,0,1,0,0,1,0,0,not_applicable,2022,12,43,pneumonia_adult,29,14,1,8,0,823.0,15.0,1,grid_unreliable,9
9751,referral_hospital,O2_0137,peri_urban,238,1,1,1,1,PSA_plant_onsite,2,1,4.5,1,15,5,1,1,1,0,0,1,1,0,not_applicable,2022,1,35,COPD_exacerbation,31,4,0,2,0,981.0,2.0,1,grid_reliable,2
9752,referral_hospital,O2_0158,urban,305,1,1,1,1,LOX_bulk_tank,3,1,0.8,1,12,5,9,0,1,1,0,1,1,0,not_applicable,2021,6,40,neonatal_respiratory,34,6,1,2,0,783.0,18.0,1,grid_reliable,5
9753,referral_hospital,O2_0080,urban,244,1,1,1,1,LOX_bulk_tank,0,0,11.2,1,7,3,2,0,1,1,1,1,1,15,concentrator_malfunction,2023,10,37,pneumonia_child,36,1,1,1,0,909.0,26.0,1,generator_only,2
9754,referral_hospital,O2_0104,urban,252,1,1,1,1,LOX_bulk_tank,0,0,19.4,1,11,4,1,0,1,1,1,0,0,1,concentrator_malfunction,2022,10,38,pneumonia_child,0,38,0,15,10,913.0,13.0,1,grid_reliable,5
9755,referral_hospital,O2_0095,peri_urban,269,1,1,1,1,PSA_plant_onsite,0,0,1.1,1,12,5,4,1,1,0,0,1,1,0,not_applicable,2022,6,43,surgical_anaesthesia,42,1,1,1,0,889.0,8.0,1,solar,2
9756,referral_hospital,O2_0183,rural,220,1,1,1,1,LOX_bulk_tank,0,0,1.5,1,10,5,3,0,1,1,1,1,1,0,not_applicable,2021,7,26,pneumonia_adult,17,9,1,3,0,897.0,0.0,0,grid_unreliable,1
9757,referral_hospital,O2_0158,urban,221,1,1,1,1,cylinder_piped,0,0,0.6,1,8,4,0,0,1,0,0,1,1,1,concentrator_malfunction,2023,5,41,severe_malaria,31,10,1,4,0,767.0,6.0,1,grid_reliable,5
9758,referral_hospital,O2_0012,urban,247,1,1,1,1,cylinder_piped,0,0,7.3,1,11,9,0,0,1,0,0,1,1,0,not_applicable,2023,1,33,pneumonia_adult,28,5,1,3,0,790.0,13.0,1,grid_reliable,1
9759,referral_hospital,O2_0088,urban,279,1,1,1,1,cylinder_portable,0,0,6.6,1,5,2,9,0,1,0,0,0,0,1,demand_surge,2024,8,41,COPD_exacerbation,0,41,0,11,17,1212.0,10.0,1,grid_unreliable,4
9760,referral_hospital,O2_0018,urban,327,1,1,1,1,cylinder_portable,0,0,0.1,1,11,7,10,0,1,1,1,1,1,4,cylinder_delivery_delay,2024,2,44,pneumonia_child,35,9,0,5,0,811.0,19.0,1,grid_reliable,6
9761,referral_hospital,O2_0156,urban,273,1,1,1,1,cylinder_piped,0,0,1.3,1,9,4,2,0,1,0,0,1,0,0,not_applicable,2021,12,51,neonatal_respiratory,38,13,1,4,0,854.0,8.0,0,solar,2
9762,referral_hospital,O2_0046,rural,262,1,1,1,1,LOX_bulk_tank,0,0,2.9,1,4,8,6,0,1,1,1,1,1,0,not_applicable,2022,11,37,other_hypoxemia,27,10,1,4,0,806.0,25.0,1,grid_unreliable,13
9763,referral_hospital,O2_0042,urban,275,1,1,1,1,PSA_plant_onsite,0,0,0.3,1,6,3,0,0,1,0,0,1,1,0,not_applicable,2023,4,47,neonatal_respiratory,43,4,0,3,0,457.0,9.0,1,grid_unreliable,2
9764,referral_hospital,O2_0135,urban,227,1,1,1,1,PSA_plant_onsite,0,0,0.0,1,10,3,1,1,1,1,1,1,0,0,not_applicable,2022,4,40,neonatal_respiratory,30,10,0,3,0,913.0,25.0,1,generator_only,6
9765,referral_hospital,O2_0162,urban,303,1,1,1,1,cylinder_portable,9,7,0.3,1,10,3,17,0,1,1,0,1,1,0,not_applicable,2023,2,44,surgical_anaesthesia,29,15,0,7,0,875.0,6.0,1,solar,7
9766,referral_hospital,O2_0188,urban,232,1,1,1,1,PSA_plant_onsite,0,0,0.4,1,13,3,11,0,1,1,1,1,1,0,not_applicable,2023,8,41,neonatal_respiratory,34,7,1,2,0,577.0,7.0,0,grid_unreliable,10
9767,referral_hospital,O2_0166,peri_urban,241,1,1,1,1,PSA_plant_onsite,0,0,0.4,1,9,4,7,0,1,1,1,1,0,0,not_applicable,2023,10,52,neonatal_respiratory,52,0,0,0,0,878.0,8.0,1,grid_reliable,1
9768,referral_hospital,O2_0161,urban,283,1,1,1,1,PSA_plant_onsite,3,1,13.8,1,10,4,5,1,1,1,0,1,1,0,not_applicable,2023,5,43,other_hypoxemia,26,17,1,9,0,652.0,17.0,1,generator_only,9
9769,referral_hospital,O2_0098,rural,246,1,1,1,1,cylinder_piped,0,0,4.6,1,9,3,4,0,1,1,0,1,1,0,not_applicable,2021,1,35,pneumonia_child,29,6,1,4,0,838.0,7.0,1,solar,3
9770,referral_hospital,O2_0189,peri_urban,283,1,1,1,1,cylinder_portable,0,0,2.3,1,15,2,8,0,1,1,0,1,0,0,not_applicable,2023,8,43,sepsis,24,19,0,6,0,1013.0,11.0,1,grid_reliable,7
9771,referral_hospital,O2_0168,urban,238,1,1,1,1,cylinder_piped,0,0,0.8,1,11,2,7,0,1,0,0,1,1,0,not_applicable,2023,7,44,pneumonia_child,34,10,1,3,0,914.0,2.0,1,solar,4
9772,referral_hospital,O2_0087,urban,274,1,1,1,1,oxygen_concentrator,5,3,4.5,1,7,3,0,0,1,1,1,1,1,0,not_applicable,2022,5,47,pneumonia_adult,47,0,1,0,0,566.0,35.0,0,grid_reliable,0
9773,referral_hospital,O2_0011,urban,311,1,1,1,1,oxygen_concentrator,2,0,4.3,1,14,4,0,0,1,1,1,0,0,16,concentrator_malfunction,2022,11,42,pneumonia_child,0,42,0,14,12,663.0,6.0,1,grid_reliable,0
9774,referral_hospital,O2_0067,urban,217,1,1,1,1,PSA_plant_onsite,0,0,6.2,1,10,5,3,1,1,1,0,0,0,2,cylinder_delivery_delay,2023,4,37,pneumonia_child,0,37,0,13,13,580.0,4.0,1,solar,21
9775,referral_hospital,O2_0001,urban,212,1,1,1,1,oxygen_concentrator,0,0,6.0,1,10,8,0,0,1,1,1,0,0,17,PSA_plant_breakdown,2022,1,33,pneumonia_adult,0,33,0,13,2,962.0,20.0,1,grid_unreliable,2
9776,referral_hospital,O2_0157,rural,228,1,1,1,1,PSA_plant_onsite,0,0,14.0,1,10,5,14,1,1,1,0,1,0,0,not_applicable,2022,6,44,COPD_exacerbation,28,16,1,8,0,821.0,35.0,0,grid_unreliable,1
9777,referral_hospital,O2_0193,rural,276,1,1,1,1,cylinder_piped,5,3,3.6,1,10,6,2,0,1,1,1,0,0,4,PSA_plant_breakdown,2024,9,35,pneumonia_child,0,35,0,18,3,660.0,62.0,1,grid_reliable,10
9778,referral_hospital,O2_0116,rural,309,1,1,1,1,oxygen_concentrator,5,4,0.9,1,8,2,1,0,1,1,1,1,1,0,not_applicable,2022,3,42,pneumonia_adult,35,7,1,3,0,793.0,15.0,1,grid_reliable,9
9779,referral_hospital,O2_0137,peri_urban,320,1,1,1,1,LOX_bulk_tank,0,0,4.5,1,13,6,0,0,1,1,1,1,1,1,PSA_plant_breakdown,2024,11,45,pneumonia_child,39,6,1,3,0,717.0,5.0,1,grid_reliable,8
9780,referral_hospital,O2_0054,rural,202,1,1,1,1,LOX_bulk_tank,0,0,3.5,1,7,5,20,0,1,0,0,1,1,0,not_applicable,2023,8,36,other_hypoxemia,21,15,1,6,0,958.0,21.0,1,grid_reliable,2
9781,referral_hospital,O2_0192,urban,192,1,1,1,1,PSA_plant_onsite,0,0,4.6,1,9,7,5,1,1,1,1,1,1,0,not_applicable,2021,6,40,sepsis,34,6,1,4,0,591.0,8.0,1,solar,3
9782,referral_hospital,O2_0052,rural,301,1,1,1,1,oxygen_concentrator,4,4,1.3,1,18,4,3,0,1,1,0,1,1,0,not_applicable,2024,12,46,asthma_severe,33,13,1,5,0,888.0,58.0,1,grid_unreliable,1
9783,referral_hospital,O2_0008,urban,251,1,1,1,1,cylinder_piped,0,0,1.2,1,12,5,1,0,1,1,0,1,1,0,not_applicable,2023,2,42,severe_malaria,30,12,1,1,0,771.0,6.0,1,generator_only,13
9784,referral_hospital,O2_0130,urban,246,1,1,1,1,PSA_plant_onsite,4,2,9.2,1,7,4,18,1,1,1,1,0,0,1,PSA_plant_breakdown,2023,2,27,asthma_severe,0,27,0,11,9,931.0,9.0,1,grid_reliable,1
9785,referral_hospital,O2_0008,urban,207,1,1,1,1,oxygen_concentrator,2,1,0.2,1,8,2,3,0,1,0,0,1,1,0,not_applicable,2024,12,42,heart_failure,42,0,1,0,0,784.0,23.0,1,generator_only,2
9786,referral_hospital,O2_0180,peri_urban,219,1,1,1,1,PSA_plant_onsite,0,0,2.8,1,7,8,11,1,1,0,0,0,0,13,power_outage,2024,3,35,COVID19_severe,0,35,0,6,8,682.0,10.0,0,grid_reliable,5
9787,referral_hospital,O2_0100,urban,259,1,1,1,1,cylinder_piped,4,4,2.8,1,10,4,6,0,1,1,1,1,0,1,empty_cylinders_not_collected,2021,3,46,pneumonia_child,37,9,0,5,0,824.0,14.0,1,solar,2
9788,referral_hospital,O2_0099,peri_urban,243,1,1,1,1,cylinder_piped,0,0,0.5,1,9,4,4,0,1,1,1,1,1,4,concentrator_malfunction,2022,8,43,pneumonia_adult,34,9,0,2,0,573.0,66.0,1,grid_reliable,1
9789,referral_hospital,O2_0111,rural,211,1,1,1,1,PSA_plant_onsite,0,0,2.2,1,14,4,24,1,1,1,1,1,1,0,not_applicable,2022,10,49,pneumonia_adult,41,8,1,3,0,745.0,5.0,1,grid_reliable,0
9790,referral_hospital,O2_0043,peri_urban,224,1,1,1,1,PSA_plant_onsite,0,0,1.6,1,10,6,7,1,1,1,1,1,1,3,power_outage,2023,12,47,COPD_exacerbation,46,1,0,0,0,701.0,13.0,1,none,11
9791,referral_hospital,O2_0130,rural,310,1,1,1,1,PSA_plant_onsite,5,3,0.7,1,14,3,5,0,1,1,0,1,0,0,not_applicable,2023,11,46,COPD_exacerbation,33,13,1,5,0,600.0,3.0,1,grid_reliable,22
9792,referral_hospital,O2_0030,urban,295,1,1,1,1,cylinder_piped,0,0,1.7,1,17,2,0,0,1,1,0,0,0,4,concentrator_malfunction,2022,7,31,neonatal_respiratory,0,31,0,8,13,479.0,6.0,1,grid_unreliable,9
9793,referral_hospital,O2_0028,peri_urban,236,1,1,1,1,oxygen_concentrator,6,6,0.9,1,13,6,0,0,1,0,0,1,1,1,concentrator_malfunction,2023,6,32,pneumonia_adult,26,6,1,1,0,688.0,20.0,1,generator_only,2
9794,referral_hospital,O2_0001,urban,291,1,1,1,1,LOX_bulk_tank,0,0,0.4,1,10,9,1,0,1,1,1,1,1,0,not_applicable,2022,6,32,pneumonia_adult,25,7,0,2,0,541.0,1.0,1,grid_unreliable,0
9795,referral_hospital,O2_0014,urban,221,1,1,1,1,PSA_plant_onsite,3,1,1.3,1,3,6,0,0,1,1,1,1,0,0,not_applicable,2023,8,41,COPD_exacerbation,38,3,1,0,0,946.0,11.0,1,solar,3
9796,referral_hospital,O2_0103,urban,244,1,1,1,1,LOX_bulk_tank,0,0,1.4,1,9,4,8,0,1,1,1,1,1,0,not_applicable,2021,2,41,sepsis,33,8,0,1,0,928.0,8.0,1,generator_only,2
9797,referral_hospital,O2_0190,urban,239,1,1,1,1,PSA_plant_onsite,0,0,0.4,1,8,7,6,0,1,1,1,1,1,0,not_applicable,2023,4,47,surgical_anaesthesia,35,12,1,5,0,985.0,8.0,1,grid_unreliable,9
9798,referral_hospital,O2_0021,rural,228,1,1,1,1,LOX_bulk_tank,0,0,0.6,1,12,4,0,0,1,1,1,1,1,0,not_applicable,2022,8,53,heart_failure,39,14,0,4,0,818.0,7.0,1,grid_unreliable,9
9799,referral_hospital,O2_0085,peri_urban,293,1,1,1,1,cylinder_piped,0,0,0.9,1,7,7,3,0,1,1,1,1,1,0,not_applicable,2023,12,34,pneumonia_adult,31,3,1,1,0,990.0,3.0,1,solar,4
9800,referral_hospital,O2_0129,peri_urban,246,1,1,1,1,oxygen_concentrator,0,0,3.1,1,18,6,5,0,1,1,1,1,1,1,PSA_plant_breakdown,2022,1,37,neonatal_respiratory,33,4,1,2,0,836.0,7.0,1,solar,7
9801,referral_hospital,O2_0187,rural,208,1,1,1,1,PSA_plant_onsite,0,0,1.2,1,9,3,5,1,1,1,0,1,1,0,not_applicable,2022,9,36,asthma_severe,36,0,0,0,0,613.0,4.0,1,grid_unreliable,9
9802,referral_hospital,O2_0002,rural,218,1,1,1,1,cylinder_piped,0,0,1.3,1,10,2,1,0,1,1,1,1,1,0,not_applicable,2024,4,56,neonatal_respiratory,30,26,0,8,0,815.0,1.0,0,grid_reliable,0
9803,referral_hospital,O2_0131,peri_urban,195,1,1,1,1,oxygen_concentrator,5,2,13.3,1,4,6,1,0,1,1,1,1,0,0,not_applicable,2024,7,45,asthma_severe,40,5,1,1,0,874.0,12.0,1,grid_reliable,4
9804,referral_hospital,O2_0069,peri_urban,307,1,1,1,1,LOX_bulk_tank,0,0,3.6,1,7,5,0,0,1,1,1,1,1,0,not_applicable,2022,5,35,neonatal_respiratory,27,8,1,5,0,741.0,1.0,1,grid_reliable,7
9805,referral_hospital,O2_0113,peri_urban,204,1,1,1,1,oxygen_concentrator,5,5,2.9,1,10,6,1,0,1,1,1,1,1,1,PSA_plant_breakdown,2024,1,29,neonatal_respiratory,24,5,0,1,0,866.0,8.0,1,grid_unreliable,3
9806,referral_hospital,O2_0100,urban,187,1,1,1,1,PSA_plant_onsite,0,0,1.0,1,6,4,2,1,1,1,1,1,1,1,cylinder_delivery_delay,2024,7,47,pneumonia_child,34,13,1,7,0,828.0,2.0,1,grid_reliable,0
9807,referral_hospital,O2_0084,peri_urban,283,1,1,1,1,cylinder_piped,0,0,9.0,1,11,9,0,0,1,1,1,1,0,0,not_applicable,2024,10,35,surgical_anaesthesia,30,5,0,1,0,721.0,21.0,1,generator_only,1
9808,referral_hospital,O2_0111,urban,321,1,1,1,1,LOX_bulk_tank,0,0,2.7,1,11,3,3,0,1,1,1,1,1,0,not_applicable,2022,6,36,pneumonia_adult,26,10,1,4,0,786.0,16.0,1,grid_unreliable,12
9809,referral_hospital,O2_0188,peri_urban,228,1,1,1,1,cylinder_piped,8,6,1.4,1,15,4,4,0,1,1,0,1,1,0,not_applicable,2024,10,47,trauma,47,0,1,0,0,624.0,1.0,1,grid_reliable,2
9810,referral_hospital,O2_0067,peri_urban,223,1,1,1,1,LOX_bulk_tank,0,0,4.9,1,9,6,2,0,1,1,0,1,1,0,not_applicable,2022,6,42,surgical_anaesthesia,42,0,1,0,0,553.0,25.0,1,generator_only,3
9811,referral_hospital,O2_0194,urban,212,1,1,1,1,cylinder_piped,0,0,5.1,1,11,9,2,0,1,1,1,1,1,0,not_applicable,2022,11,31,COVID19_severe,30,1,1,0,0,777.0,15.0,1,none,1
9812,referral_hospital,O2_0045,peri_urban,176,1,1,1,1,oxygen_concentrator,2,1,0.8,1,9,6,1,0,1,1,0,0,0,30,PSA_plant_breakdown,2021,7,39,COPD_exacerbation,0,39,0,17,8,641.0,2.0,1,generator_only,2
9813,referral_hospital,O2_0061,urban,223,1,1,1,1,PSA_plant_onsite,0,0,1.3,1,17,2,4,1,1,0,0,1,1,0,not_applicable,2023,2,46,asthma_severe,42,4,1,2,0,581.0,7.0,1,solar,3
9814,referral_hospital,O2_0057,rural,221,1,1,1,1,PSA_plant_onsite,0,0,0.5,1,6,6,2,1,1,1,1,1,1,0,not_applicable,2023,3,49,pneumonia_child,49,0,0,0,0,593.0,42.0,1,grid_reliable,8
9815,referral_hospital,O2_0037,urban,342,1,1,1,1,PSA_plant_onsite,0,0,8.3,1,9,4,0,0,1,1,0,1,1,0,not_applicable,2024,10,45,COVID19_severe,34,11,1,4,0,784.0,3.0,1,grid_reliable,2
9816,referral_hospital,O2_0126,peri_urban,276,1,1,1,1,oxygen_concentrator,5,2,1.0,1,8,7,6,0,1,1,1,1,1,0,not_applicable,2021,3,40,neonatal_respiratory,30,10,1,2,0,717.0,24.0,1,grid_unreliable,11
9817,referral_hospital,O2_0195,peri_urban,246,1,1,1,1,LOX_bulk_tank,0,0,5.8,1,5,5,1,0,1,1,1,1,1,1,cylinder_delivery_delay,2022,3,42,COVID19_severe,32,10,1,3,0,795.0,2.0,1,grid_reliable,1
9818,referral_hospital,O2_0116,rural,304,1,1,1,1,LOX_bulk_tank,7,7,3.7,1,11,5,10,0,1,0,0,1,1,0,not_applicable,2022,11,31,heart_failure,24,7,1,2,0,858.0,11.0,1,generator_only,4
9819,referral_hospital,O2_0081,urban,328,1,1,1,1,oxygen_concentrator,4,2,0.0,1,11,6,1,0,1,1,1,1,1,0,not_applicable,2022,3,30,trauma,18,12,1,3,0,987.0,13.0,1,grid_unreliable,3
9820,referral_hospital,O2_0104,urban,213,1,1,1,1,LOX_bulk_tank,0,0,3.5,1,11,4,4,0,1,1,1,1,0,1,concentrator_malfunction,2021,8,45,neonatal_respiratory,33,12,0,6,0,535.0,9.0,1,grid_reliable,3
9821,referral_hospital,O2_0156,rural,210,1,1,1,1,cylinder_piped,0,0,2.9,1,13,6,3,0,1,1,0,1,0,0,not_applicable,2023,5,59,trauma,59,0,0,0,0,929.0,20.0,0,grid_reliable,1
9822,referral_hospital,O2_0082,urban,212,1,1,1,1,oxygen_concentrator,3,1,0.5,1,11,9,3,0,1,0,0,1,1,0,not_applicable,2022,6,37,pneumonia_child,28,9,1,3,0,922.0,17.0,1,grid_unreliable,3
9823,referral_hospital,O2_0061,rural,216,1,1,1,1,LOX_bulk_tank,0,0,0.1,1,7,5,1,0,1,0,0,1,1,0,not_applicable,2023,12,43,COPD_exacerbation,27,16,1,7,0,607.0,13.0,1,grid_unreliable,9
9824,referral_hospital,O2_0188,rural,250,1,1,1,1,LOX_bulk_tank,0,0,0.9,1,12,3,2,0,1,1,1,1,0,6,funding_for_refill,2024,2,44,pneumonia_adult,25,19,1,4,0,655.0,29.0,1,generator_only,1
9825,referral_hospital,O2_0130,urban,260,1,1,1,1,cylinder_piped,0,0,1.9,1,7,3,2,0,1,1,0,1,1,0,not_applicable,2024,7,47,severe_malaria,36,11,1,1,0,820.0,0.0,1,generator_only,2
9826,referral_hospital,O2_0162,rural,342,1,1,1,1,cylinder_portable,0,0,5.8,1,14,7,17,0,1,1,1,0,0,1,concentrator_malfunction,2021,7,38,other_hypoxemia,0,38,0,10,7,1000.0,6.0,1,none,3
9827,referral_hospital,O2_0093,peri_urban,280,1,1,1,1,LOX_bulk_tank,1,0,2.3,1,10,5,0,0,1,1,0,1,1,7,funding_for_refill,2022,11,46,pneumonia_child,38,8,0,5,0,829.0,5.0,1,grid_reliable,13
9828,referral_hospital,O2_0151,peri_urban,238,1,1,1,1,PSA_plant_onsite,0,0,4.1,1,8,6,2,0,1,1,0,1,1,0,not_applicable,2023,4,40,pneumonia_child,31,9,0,2,0,832.0,3.0,1,solar,1
9829,referral_hospital,O2_0165,urban,241,1,1,1,1,oxygen_concentrator,6,4,1.4,1,7,4,1,0,1,0,0,1,1,0,not_applicable,2024,1,46,surgical_anaesthesia,43,3,1,0,0,785.0,8.0,1,grid_reliable,8
9830,referral_hospital,O2_0130,urban,268,1,1,1,1,oxygen_concentrator,7,4,8.7,1,7,5,3,0,1,0,0,0,0,14,concentrator_malfunction,2022,10,49,surgical_anaesthesia,0,49,0,10,19,831.0,61.0,0,generator_only,1
9831,referral_hospital,O2_0096,urban,238,1,1,1,1,cylinder_portable,0,0,1.0,1,10,4,1,0,1,1,1,1,1,2,supplier_stockout,2022,3,40,pneumonia_child,32,8,0,3,0,927.0,17.0,1,grid_reliable,4
9832,referral_hospital,O2_0111,urban,294,1,1,1,1,oxygen_concentrator,6,5,8.7,1,10,2,0,0,1,1,1,1,1,0,not_applicable,2021,4,38,pneumonia_child,28,10,0,3,0,811.0,1.0,1,grid_reliable,1
9833,referral_hospital,O2_0004,urban,293,1,1,1,1,cylinder_piped,0,0,2.0,1,12,9,16,0,1,1,1,1,1,0,not_applicable,2022,6,31,asthma_severe,22,9,1,4,0,705.0,8.0,1,grid_unreliable,14
9834,referral_hospital,O2_0179,peri_urban,274,1,1,1,1,oxygen_concentrator,4,1,1.8,1,7,6,4,0,1,1,1,1,1,0,not_applicable,2024,12,23,COPD_exacerbation,23,0,1,0,0,644.0,1.0,1,solar,1
9835,referral_hospital,O2_0198,peri_urban,221,1,1,1,1,LOX_bulk_tank,0,0,2.4,1,10,5,2,0,1,0,0,1,1,0,not_applicable,2022,6,45,other_hypoxemia,36,9,0,2,0,744.0,14.0,1,solar,4
9836,referral_hospital,O2_0125,peri_urban,255,1,1,1,1,oxygen_concentrator,8,6,0.4,1,11,5,0,0,1,0,0,1,1,3,demand_surge,2022,3,45,pneumonia_child,37,8,1,0,0,598.0,2.0,1,none,1
9837,referral_hospital,O2_0187,urban,272,1,1,1,1,oxygen_concentrator,3,1,0.6,1,3,7,9,0,1,0,0,0,0,6,power_outage,2023,3,42,pneumonia_adult,0,42,0,15,6,859.0,11.0,1,grid_reliable,7
9838,referral_hospital,O2_0142,peri_urban,301,1,1,1,1,LOX_bulk_tank,8,5,0.1,1,14,5,9,0,1,1,1,1,1,0,not_applicable,2023,6,43,heart_failure,20,23,1,7,0,749.0,25.0,1,grid_unreliable,7
9839,referral_hospital,O2_0030,peri_urban,250,1,1,1,1,PSA_plant_onsite,0,0,0.6,1,11,9,18,0,1,1,1,1,1,0,not_applicable,2024,6,44,COPD_exacerbation,41,3,1,1,0,905.0,1.0,1,grid_unreliable,0
9840,referral_hospital,O2_0039,rural,320,1,1,1,1,LOX_bulk_tank,0,0,0.2,1,7,4,4,0,1,1,1,1,1,4,concentrator_malfunction,2024,2,44,other_hypoxemia,32,12,1,2,0,795.0,29.0,1,solar,30
9841,referral_hospital,O2_0072,peri_urban,237,1,1,1,1,LOX_bulk_tank,0,0,2.1,1,5,4,0,0,1,1,0,0,0,1,PSA_plant_breakdown,2023,7,36,other_hypoxemia,0,36,0,11,11,811.0,30.0,1,grid_unreliable,0
9842,referral_hospital,O2_0096,peri_urban,277,1,1,1,1,LOX_bulk_tank,0,0,2.8,1,17,6,1,0,1,1,1,1,1,0,not_applicable,2021,12,43,COVID19_severe,41,2,1,2,0,837.0,0.0,1,grid_reliable,0
9843,referral_hospital,O2_0194,rural,242,1,1,1,1,PSA_plant_onsite,0,0,3.3,1,12,5,1,0,1,1,1,0,0,1,demand_surge,2022,8,45,pneumonia_child,0,45,0,18,20,732.0,14.0,1,grid_unreliable,9
9844,referral_hospital,O2_0019,urban,337,1,1,1,1,cylinder_piped,0,0,0.7,1,9,8,11,0,1,1,0,1,1,0,not_applicable,2024,9,39,pneumonia_adult,38,1,1,1,0,748.0,11.0,1,grid_unreliable,3
9845,referral_hospital,O2_0042,peri_urban,334,1,1,1,1,LOX_bulk_tank,0,0,5.0,1,8,5,4,0,1,1,1,1,1,0,not_applicable,2023,9,39,pneumonia_adult,24,15,1,6,0,931.0,23.0,1,grid_reliable,3
9846,referral_hospital,O2_0124,urban,315,1,1,1,1,oxygen_concentrator,6,3,7.0,1,8,1,4,0,1,1,1,1,1,0,not_applicable,2021,2,29,pneumonia_adult,21,8,1,7,0,959.0,42.0,1,grid_reliable,0
9847,referral_hospital,O2_0171,peri_urban,296,1,1,1,1,cylinder_piped,0,0,1.8,1,14,5,17,0,1,1,1,1,1,0,not_applicable,2024,8,36,COPD_exacerbation,28,8,1,4,0,758.0,1.0,1,grid_reliable,2
9848,referral_hospital,O2_0011,peri_urban,213,1,1,1,1,PSA_plant_onsite,0,0,3.1,1,7,3,4,0,1,1,0,1,0,0,not_applicable,2022,4,38,neonatal_respiratory,23,15,1,6,0,968.0,7.0,1,grid_unreliable,15
9849,referral_hospital,O2_0198,urban,212,1,1,1,1,cylinder_piped,0,0,13.4,1,6,5,2,0,1,1,1,1,1,1,demand_surge,2021,8,43,COPD_exacerbation,29,14,1,1,0,560.0,10.0,0,grid_reliable,1
9850,referral_hospital,O2_0179,urban,194,1,1,1,1,oxygen_concentrator,3,2,3.5,1,6,7,4,0,1,1,1,1,1,0,not_applicable,2021,9,38,pneumonia_adult,31,7,1,5,0,787.0,13.0,1,grid_unreliable,0
9851,referral_hospital,O2_0121,rural,261,1,1,1,1,cylinder_piped,5,4,0.7,1,7,7,1,0,1,1,1,1,1,0,not_applicable,2023,4,44,pneumonia_adult,36,8,1,2,0,840.0,0.0,1,grid_reliable,0
9852,referral_hospital,O2_0055,urban,304,1,1,1,1,LOX_bulk_tank,0,0,0.1,1,10,8,1,0,1,1,1,1,1,0,not_applicable,2023,12,24,COVID19_severe,19,5,1,0,0,774.0,11.0,1,grid_unreliable,30
9853,referral_hospital,O2_0105,rural,235,1,1,1,1,oxygen_concentrator,8,3,0.2,1,7,3,2,0,1,1,1,1,1,0,not_applicable,2023,7,40,other_hypoxemia,21,19,1,4,0,855.0,5.0,1,grid_reliable,3
9854,referral_hospital,O2_0175,peri_urban,263,1,1,1,1,LOX_bulk_tank,0,0,0.5,1,10,4,5,0,1,1,1,1,1,0,not_applicable,2023,12,41,pneumonia_adult,36,5,0,2,0,690.0,20.0,1,grid_reliable,0
9855,referral_hospital,O2_0037,peri_urban,195,1,1,1,1,cylinder_portable,0,0,0.8,1,6,2,1,0,1,1,0,1,1,0,not_applicable,2022,10,27,pneumonia_adult,27,0,1,0,0,804.0,1.0,1,solar,4
9856,referral_hospital,O2_0160,urban,217,1,1,1,1,oxygen_concentrator,5,1,0.8,1,8,7,8,0,1,1,0,1,1,0,not_applicable,2022,6,52,COPD_exacerbation,42,10,1,3,0,725.0,5.0,1,grid_reliable,3
9857,referral_hospital,O2_0065,urban,288,1,1,1,1,LOX_bulk_tank,0,0,1.5,1,8,4,1,0,1,1,1,1,1,0,not_applicable,2023,10,52,pneumonia_child,38,14,0,8,0,861.0,20.0,1,grid_unreliable,2
9858,referral_hospital,O2_0027,peri_urban,268,1,1,1,1,LOX_bulk_tank,0,0,0.2,1,8,5,0,0,1,1,1,1,1,0,not_applicable,2023,4,41,asthma_severe,33,8,1,3,0,598.0,2.0,0,generator_only,3
9859,referral_hospital,O2_0017,rural,240,1,1,1,1,LOX_bulk_tank,0,0,0.6,1,9,3,0,0,1,1,1,0,0,27,funding_for_refill,2024,1,31,neonatal_respiratory,0,31,0,12,5,744.0,8.0,1,grid_reliable,8
9860,referral_hospital,O2_0089,urban,287,1,1,1,1,PSA_plant_onsite,0,0,0.2,1,6,6,0,1,1,1,1,1,1,0,not_applicable,2022,7,40,pneumonia_child,32,8,1,2,0,681.0,6.0,1,grid_unreliable,1
9861,referral_hospital,O2_0068,urban,269,1,1,1,1,PSA_plant_onsite,0,0,14.4,1,10,8,3,1,1,1,1,1,0,2,concentrator_malfunction,2022,4,44,pneumonia_child,44,0,1,0,0,877.0,0.0,1,grid_unreliable,1
9862,referral_hospital,O2_0074,urban,246,1,1,1,1,cylinder_piped,0,0,0.1,1,14,1,0,0,1,1,1,1,1,0,not_applicable,2022,4,48,trauma,38,10,0,1,0,1006.0,3.0,1,grid_reliable,2
9863,referral_hospital,O2_0102,urban,245,1,1,1,1,LOX_bulk_tank,0,0,0.7,1,9,3,4,0,1,1,0,1,1,0,not_applicable,2023,11,34,trauma,18,16,1,9,0,683.0,10.0,1,grid_reliable,2
9864,referral_hospital,O2_0021,urban,284,1,1,1,1,cylinder_piped,0,0,2.9,1,14,5,2,0,1,1,1,1,0,6,power_outage,2022,1,35,trauma,23,12,1,4,0,573.0,12.0,1,grid_unreliable,2
9865,referral_hospital,O2_0189,rural,183,1,1,1,1,cylinder_piped,0,0,0.9,1,9,4,1,0,1,1,1,1,1,0,not_applicable,2022,3,50,pneumonia_child,40,10,1,3,0,800.0,3.0,1,generator_only,7
9866,referral_hospital,O2_0158,urban,288,1,1,1,1,oxygen_concentrator,4,1,2.6,1,11,6,12,0,1,1,0,0,0,11,cylinder_delivery_delay,2023,4,48,asthma_severe,0,48,0,16,2,1050.0,25.0,1,none,12
9867,referral_hospital,O2_0036,peri_urban,259,1,1,1,1,oxygen_concentrator,4,1,3.5,1,13,4,13,0,1,0,0,1,1,0,not_applicable,2024,11,39,pneumonia_adult,30,9,1,4,0,670.0,20.0,1,generator_only,14
9868,referral_hospital,O2_0174,rural,247,1,1,1,1,PSA_plant_onsite,9,8,3.3,1,6,4,15,1,1,1,1,0,0,4,concentrator_malfunction,2021,3,28,COPD_exacerbation,0,28,0,11,10,618.0,2.0,1,grid_unreliable,8
9869,referral_hospital,O2_0053,peri_urban,189,1,1,1,1,PSA_plant_onsite,5,4,1.4,1,11,6,4,0,1,1,0,1,1,13,PSA_plant_breakdown,2024,9,34,neonatal_respiratory,23,11,1,7,0,699.0,24.0,1,grid_unreliable,2
9870,referral_hospital,O2_0168,urban,224,1,1,1,1,cylinder_piped,0,0,0.1,1,11,3,23,0,1,1,1,1,0,0,not_applicable,2024,8,37,severe_malaria,25,12,1,4,0,818.0,15.0,1,grid_unreliable,1
9871,referral_hospital,O2_0114,urban,241,1,1,1,1,PSA_plant_onsite,0,0,2.7,1,13,5,5,1,1,1,1,0,0,4,concentrator_malfunction,2022,10,45,severe_malaria,0,45,0,22,12,612.0,5.0,1,grid_unreliable,0
9872,referral_hospital,O2_0144,rural,288,1,1,1,1,PSA_plant_onsite,0,0,3.8,1,8,4,2,1,1,1,0,1,1,1,regulator_valve_failure,2023,10,53,neonatal_respiratory,49,4,1,2,0,423.0,14.0,1,grid_unreliable,5
9873,referral_hospital,O2_0071,urban,291,1,1,1,1,cylinder_piped,7,3,0.9,1,11,2,2,0,1,1,1,1,1,0,not_applicable,2022,6,41,neonatal_respiratory,40,1,0,1,0,792.0,6.0,1,grid_reliable,1
9874,referral_hospital,O2_0102,urban,223,1,1,1,1,oxygen_concentrator,5,1,2.7,1,17,4,8,0,1,1,1,1,1,0,not_applicable,2021,4,44,severe_malaria,15,29,1,11,0,767.0,11.0,0,grid_reliable,6
9875,referral_hospital,O2_0148,peri_urban,231,1,1,1,1,cylinder_piped,0,0,10.2,1,8,4,7,0,1,1,1,0,0,1,PSA_plant_breakdown,2023,5,32,pneumonia_adult,0,32,0,8,5,1150.0,9.0,1,grid_reliable,7
9876,referral_hospital,O2_0195,urban,238,1,1,1,1,oxygen_concentrator,2,1,2.0,1,20,3,16,0,1,1,0,1,1,1,concentrator_malfunction,2022,10,41,pneumonia_child,19,22,1,7,0,683.0,1.0,1,generator_only,0
9877,referral_hospital,O2_0088,urban,261,1,1,1,1,cylinder_piped,0,0,0.9,1,19,5,0,0,1,1,1,1,1,0,not_applicable,2023,12,42,neonatal_respiratory,28,14,0,2,0,668.0,33.0,0,grid_unreliable,3
9878,referral_hospital,O2_0072,peri_urban,221,1,1,1,1,cylinder_portable,0,0,4.3,1,14,9,2,0,1,1,1,0,0,4,concentrator_malfunction,2023,8,44,pneumonia_adult,0,44,0,11,9,819.0,4.0,1,grid_reliable,1
9879,referral_hospital,O2_0190,peri_urban,270,1,1,1,1,cylinder_piped,0,0,1.7,1,11,3,6,0,1,1,1,1,1,0,not_applicable,2021,8,52,severe_malaria,33,19,1,3,0,476.0,2.0,0,grid_reliable,0
9880,referral_hospital,O2_0020,rural,220,1,1,1,1,cylinder_portable,0,0,1.3,1,11,4,2,0,1,1,1,0,0,11,empty_cylinders_not_collected,2023,6,43,pneumonia_adult,0,43,0,11,18,714.0,10.0,1,grid_unreliable,3
9881,referral_hospital,O2_0178,urban,223,1,1,1,1,cylinder_piped,5,3,2.0,1,14,10,2,0,1,1,1,1,1,0,not_applicable,2022,5,40,neonatal_respiratory,36,4,1,2,0,911.0,5.0,1,grid_unreliable,5
9882,referral_hospital,O2_0048,urban,276,1,1,1,1,oxygen_concentrator,4,2,1.0,1,7,1,36,0,1,1,1,0,0,9,funding_for_refill,2023,12,34,COVID19_severe,0,34,0,17,10,864.0,11.0,1,generator_only,2
9883,referral_hospital,O2_0007,urban,224,1,1,1,1,LOX_bulk_tank,0,0,5.4,1,9,6,13,0,1,1,1,1,1,0,not_applicable,2023,8,37,pneumonia_child,27,10,1,4,0,1036.0,0.0,1,grid_reliable,4
9884,referral_hospital,O2_0033,urban,201,1,1,1,1,LOX_bulk_tank,9,8,2.4,1,9,6,0,0,1,1,1,1,1,0,not_applicable,2022,6,40,pneumonia_child,25,15,0,4,0,867.0,11.0,1,grid_reliable,5
9885,referral_hospital,O2_0018,urban,189,1,1,1,1,cylinder_portable,0,0,0.7,1,9,5,9,0,1,1,1,1,1,0,not_applicable,2021,7,40,COPD_exacerbation,27,13,0,4,0,611.0,45.0,1,grid_unreliable,12
9886,referral_hospital,O2_0042,urban,212,1,1,1,1,cylinder_piped,0,0,0.5,1,7,3,1,0,1,1,0,0,0,15,demand_surge,2022,4,44,surgical_anaesthesia,0,44,0,19,1,896.0,15.0,0,grid_reliable,0
9887,referral_hospital,O2_0017,peri_urban,286,1,1,1,1,oxygen_concentrator,8,5,1.9,1,10,6,1,0,1,1,1,1,0,1,PSA_plant_breakdown,2021,3,47,pneumonia_child,33,14,1,9,0,795.0,24.0,1,grid_reliable,3
9888,referral_hospital,O2_0058,peri_urban,231,1,1,1,1,cylinder_portable,0,0,4.7,1,12,5,6,0,1,1,1,1,1,0,not_applicable,2021,11,43,other_hypoxemia,33,10,1,3,0,940.0,38.0,0,grid_unreliable,3
9889,referral_hospital,O2_0189,urban,248,1,1,1,1,LOX_bulk_tank,0,0,4.5,1,9,4,3,0,1,1,1,1,1,0,not_applicable,2023,6,38,pneumonia_adult,23,15,1,4,0,708.0,6.0,1,grid_unreliable,0
9890,referral_hospital,O2_0196,urban,167,1,1,1,1,oxygen_concentrator,5,3,5.1,1,15,5,0,0,1,1,1,1,1,1,demand_surge,2024,8,55,asthma_severe,55,0,1,0,0,711.0,1.0,1,grid_reliable,2
9891,referral_hospital,O2_0065,urban,264,1,1,1,1,LOX_bulk_tank,0,0,0.1,1,17,7,2,0,1,1,1,0,0,1,funding_for_refill,2023,3,39,pneumonia_adult,0,39,0,12,8,1141.0,21.0,1,grid_reliable,4
9892,referral_hospital,O2_0143,urban,217,1,1,1,1,LOX_bulk_tank,0,0,3.0,1,8,2,0,0,1,1,0,1,1,0,not_applicable,2024,2,45,sepsis,44,1,1,0,0,990.0,20.0,1,generator_only,2
9893,referral_hospital,O2_0199,urban,263,1,1,1,1,PSA_plant_onsite,0,0,3.1,1,8,3,1,1,1,1,0,1,0,0,not_applicable,2024,7,49,asthma_severe,49,0,1,0,0,1084.0,1.0,1,grid_unreliable,2
9894,referral_hospital,O2_0076,urban,296,1,1,1,1,LOX_bulk_tank,4,2,1.9,1,15,8,8,0,1,1,0,1,1,0,not_applicable,2022,6,41,sepsis,22,19,1,6,0,966.0,16.0,1,grid_unreliable,14
9895,referral_hospital,O2_0116,urban,224,1,1,1,1,LOX_bulk_tank,0,0,6.7,1,10,5,0,0,1,1,0,1,0,8,PSA_plant_breakdown,2023,7,38,COVID19_severe,31,7,1,2,0,1166.0,21.0,1,grid_unreliable,1
9896,referral_hospital,O2_0150,peri_urban,275,1,1,1,1,LOX_bulk_tank,0,0,0.9,1,7,4,1,0,1,1,0,1,1,1,concentrator_malfunction,2023,3,30,sepsis,30,0,1,0,0,1023.0,3.0,1,none,5
9897,referral_hospital,O2_0135,rural,268,1,1,1,1,PSA_plant_onsite,0,0,1.2,1,10,4,2,0,1,1,1,1,1,2,supplier_stockout,2022,6,33,pneumonia_child,33,0,0,0,0,824.0,6.0,1,none,6
9898,referral_hospital,O2_0029,urban,230,1,1,1,1,oxygen_concentrator,3,2,2.0,1,8,4,4,0,1,1,1,1,1,0,not_applicable,2023,11,37,asthma_severe,14,23,1,11,0,999.0,6.0,1,grid_reliable,0
9899,referral_hospital,O2_0068,urban,248,1,1,1,1,cylinder_piped,0,0,10.2,1,5,6,0,0,1,0,0,1,1,12,no_oxygen_source,2021,6,38,surgical_anaesthesia,21,17,1,9,0,506.0,2.0,1,grid_reliable,0
9900,referral_hospital,O2_0145,peri_urban,276,1,1,1,1,oxygen_concentrator,7,4,5.4,1,10,3,7,0,1,1,1,1,1,0,not_applicable,2024,11,42,severe_malaria,34,8,1,2,0,805.0,8.0,1,grid_unreliable,7
9901,referral_hospital,O2_0136,peri_urban,296,1,1,1,1,cylinder_piped,0,0,3.0,1,7,5,4,0,1,1,0,1,1,0,not_applicable,2024,11,33,neonatal_respiratory,30,3,0,1,0,767.0,16.0,1,grid_reliable,0
9902,referral_hospital,O2_0016,urban,261,1,1,1,1,cylinder_piped,3,2,2.5,1,7,2,6,0,1,1,0,1,1,0,not_applicable,2021,4,31,pneumonia_child,28,3,1,0,0,822.0,2.0,1,grid_reliable,4
9903,referral_hospital,O2_0188,urban,245,1,1,1,1,LOX_bulk_tank,0,0,1.2,1,8,3,9,0,1,1,0,0,0,14,empty_cylinders_not_collected,2024,11,41,pneumonia_child,0,41,0,16,21,976.0,33.0,1,grid_unreliable,0
9904,referral_hospital,O2_0143,urban,261,1,1,1,1,PSA_plant_onsite,0,0,0.1,1,12,4,3,1,1,1,1,1,1,0,not_applicable,2023,6,37,neonatal_respiratory,19,18,1,8,0,774.0,13.0,1,grid_reliable,2
9905,referral_hospital,O2_0113,peri_urban,218,1,1,1,1,cylinder_piped,6,3,3.1,1,6,5,1,0,1,1,0,1,1,0,not_applicable,2024,1,46,pneumonia_adult,36,10,1,7,0,763.0,6.0,1,grid_reliable,0
9906,referral_hospital,O2_0074,urban,211,1,1,1,1,cylinder_portable,0,0,2.0,1,8,4,17,0,1,0,0,1,0,0,not_applicable,2024,12,33,pneumonia_child,25,8,1,3,0,763.0,13.0,1,solar,16
9907,referral_hospital,O2_0196,rural,320,1,1,1,1,PSA_plant_onsite,0,0,3.6,1,11,8,0,1,1,1,1,1,1,0,not_applicable,2024,12,44,heart_failure,39,5,0,1,0,558.0,11.0,1,grid_reliable,0
9908,referral_hospital,O2_0054,urban,311,1,1,1,1,LOX_bulk_tank,0,0,6.8,1,6,3,0,0,1,1,0,0,0,14,cylinder_delivery_delay,2023,7,36,pneumonia_adult,0,36,0,10,0,799.0,5.0,1,grid_reliable,3
9909,referral_hospital,O2_0110,urban,249,1,1,1,1,cylinder_piped,0,0,3.8,1,11,4,7,0,1,1,1,1,1,0,not_applicable,2023,6,43,pneumonia_adult,30,13,0,7,0,911.0,7.0,1,grid_reliable,3
9910,referral_hospital,O2_0139,rural,207,1,1,1,1,cylinder_piped,0,0,2.1,1,8,3,3,0,1,1,1,1,1,0,not_applicable,2024,1,28,pneumonia_adult,24,4,0,2,0,831.0,51.0,1,grid_reliable,0
9911,referral_hospital,O2_0050,rural,281,1,1,1,1,cylinder_piped,6,4,0.2,1,6,7,6,0,1,0,0,1,1,1,funding_for_refill,2021,12,43,neonatal_respiratory,35,8,1,3,0,559.0,14.0,1,grid_reliable,0
9912,referral_hospital,O2_0094,peri_urban,293,1,1,1,1,oxygen_concentrator,4,1,0.3,1,10,4,5,0,1,1,1,1,1,0,not_applicable,2024,5,36,asthma_severe,34,2,1,0,0,868.0,22.0,1,solar,0
9913,referral_hospital,O2_0028,urban,266,1,1,1,1,cylinder_portable,0,0,0.8,1,4,2,8,0,1,1,1,1,0,0,not_applicable,2022,6,50,COVID19_severe,32,18,0,6,0,823.0,3.0,1,grid_unreliable,5
9914,referral_hospital,O2_0071,urban,212,1,1,1,1,PSA_plant_onsite,7,5,3.1,1,8,3,5,0,1,0,0,1,1,0,not_applicable,2024,8,35,pneumonia_adult,34,1,0,0,0,674.0,19.0,0,grid_reliable,4
9915,referral_hospital,O2_0165,urban,314,1,1,1,1,PSA_plant_onsite,0,0,0.7,1,7,3,8,1,1,1,1,0,0,6,concentrator_malfunction,2023,3,49,neonatal_respiratory,0,49,0,13,9,707.0,1.0,1,grid_reliable,0
9916,referral_hospital,O2_0022,urban,226,1,1,1,1,LOX_bulk_tank,0,0,0.2,1,14,3,0,0,1,1,1,1,1,0,not_applicable,2022,5,53,COPD_exacerbation,32,21,1,11,0,654.0,13.0,1,solar,5
9917,referral_hospital,O2_0025,urban,249,1,1,1,1,oxygen_concentrator,2,1,6.8,1,10,3,2,0,1,1,1,1,1,0,not_applicable,2022,6,39,surgical_anaesthesia,30,9,1,5,0,937.0,41.0,1,generator_only,3
9918,referral_hospital,O2_0187,urban,228,1,1,1,1,oxygen_concentrator,7,7,3.6,1,14,11,2,0,1,1,1,1,0,0,not_applicable,2024,4,41,sepsis,41,0,1,0,0,795.0,0.0,1,grid_reliable,3
9919,referral_hospital,O2_0107,urban,251,1,1,1,1,LOX_bulk_tank,8,4,4.3,1,7,3,12,0,1,1,1,1,1,0,not_applicable,2023,10,43,heart_failure,27,16,1,5,0,673.0,7.0,1,grid_unreliable,2
9920,referral_hospital,O2_0041,rural,293,1,1,1,1,cylinder_piped,0,0,0.3,1,12,3,6,0,1,0,0,1,1,1,empty_cylinders_not_collected,2022,1,47,COPD_exacerbation,38,9,0,4,0,631.0,2.0,1,grid_reliable,15
9921,referral_hospital,O2_0167,peri_urban,277,1,1,1,1,LOX_bulk_tank,0,0,1.0,1,10,11,18,0,1,1,1,1,1,0,not_applicable,2021,8,25,pneumonia_adult,16,9,0,1,0,841.0,5.0,1,grid_reliable,2
9922,referral_hospital,O2_0075,peri_urban,324,1,1,1,1,oxygen_concentrator,8,6,5.5,1,13,7,6,0,1,1,0,1,1,4,demand_surge,2024,2,33,pneumonia_child,32,1,1,1,0,713.0,6.0,1,generator_only,4
9923,referral_hospital,O2_0086,urban,241,1,1,1,1,LOX_bulk_tank,0,0,1.2,1,6,3,0,0,1,1,0,1,0,0,not_applicable,2023,10,46,heart_failure,38,8,1,4,0,807.0,0.0,1,grid_reliable,0
9924,referral_hospital,O2_0137,peri_urban,275,1,1,1,1,PSA_plant_onsite,0,0,0.3,1,9,6,6,1,1,1,0,1,1,0,not_applicable,2023,12,34,neonatal_respiratory,33,1,1,0,0,787.0,19.0,1,solar,3
9925,referral_hospital,O2_0032,rural,232,1,1,1,1,cylinder_piped,0,0,1.0,1,8,6,8,0,1,1,1,0,0,11,regulator_valve_failure,2024,11,38,neonatal_respiratory,0,38,0,13,4,572.0,8.0,0,grid_reliable,6
9926,referral_hospital,O2_0009,urban,258,1,1,1,1,cylinder_piped,0,0,3.2,1,9,2,3,0,1,0,0,0,0,9,PSA_plant_breakdown,2024,8,32,heart_failure,0,32,0,10,10,969.0,14.0,1,grid_reliable,5
9927,referral_hospital,O2_0139,rural,256,1,1,1,1,PSA_plant_onsite,0,0,0.9,1,10,7,13,0,1,1,1,1,1,0,not_applicable,2023,7,40,pneumonia_adult,27,13,0,1,0,640.0,11.0,1,grid_unreliable,2
9928,referral_hospital,O2_0009,peri_urban,256,1,1,1,1,oxygen_concentrator,4,3,3.7,1,11,9,3,0,1,1,0,0,0,4,PSA_plant_breakdown,2024,11,33,surgical_anaesthesia,0,33,0,14,6,771.0,2.0,0,solar,26
9929,referral_hospital,O2_0193,urban,287,1,1,1,1,cylinder_piped,3,2,3.5,1,11,4,2,0,1,1,1,1,1,0,not_applicable,2023,8,49,neonatal_respiratory,28,21,1,8,0,562.0,25.0,1,grid_unreliable,3
9930,referral_hospital,O2_0056,peri_urban,222,1,1,1,1,LOX_bulk_tank,0,0,1.8,1,8,7,17,0,1,1,1,0,0,24,power_outage,2022,8,53,pneumonia_adult,0,53,0,24,18,935.0,47.0,1,grid_reliable,2
9931,referral_hospital,O2_0135,rural,251,1,1,1,1,oxygen_concentrator,2,1,0.6,1,6,4,2,0,1,1,0,1,1,0,not_applicable,2022,5,30,COVID19_severe,23,7,0,4,0,725.0,3.0,0,grid_reliable,0
9932,referral_hospital,O2_0196,urban,252,1,1,1,1,oxygen_concentrator,5,4,0.4,1,14,6,9,0,1,1,1,1,1,0,not_applicable,2023,4,37,neonatal_respiratory,24,13,0,4,0,883.0,16.0,1,grid_reliable,6
9933,referral_hospital,O2_0038,peri_urban,142,1,1,1,1,cylinder_portable,0,0,4.7,1,12,10,1,0,1,1,1,1,1,0,not_applicable,2022,10,26,trauma,26,0,1,0,0,806.0,4.0,1,grid_reliable,1
9934,referral_hospital,O2_0064,peri_urban,279,1,1,1,1,oxygen_concentrator,3,2,1.8,1,15,3,2,0,1,1,1,1,1,0,not_applicable,2021,1,39,COVID19_severe,34,5,1,1,0,632.0,11.0,1,grid_reliable,5
9935,referral_hospital,O2_0136,peri_urban,330,1,1,1,1,oxygen_concentrator,2,1,0.0,1,10,2,4,0,1,1,0,1,0,0,not_applicable,2023,7,36,COPD_exacerbation,33,3,0,0,0,955.0,3.0,1,grid_unreliable,1
9936,referral_hospital,O2_0002,peri_urban,298,1,1,1,1,PSA_plant_onsite,0,0,2.9,1,19,6,12,1,1,0,0,1,1,0,not_applicable,2022,8,57,COPD_exacerbation,53,4,1,1,0,484.0,10.0,1,grid_unreliable,6
9937,referral_hospital,O2_0176,urban,208,1,1,1,1,oxygen_concentrator,7,4,2.0,1,9,3,1,0,1,1,0,0,0,20,power_outage,2024,5,50,asthma_severe,0,50,0,15,27,721.0,8.0,1,grid_reliable,10
9938,referral_hospital,O2_0140,peri_urban,320,1,1,1,1,cylinder_piped,0,0,9.7,1,10,4,2,0,1,1,1,0,0,30,PSA_plant_breakdown,2021,12,41,asthma_severe,0,41,0,11,5,735.0,6.0,1,grid_unreliable,13
9939,referral_hospital,O2_0111,urban,211,1,1,1,1,cylinder_piped,0,0,0.7,1,6,8,3,0,1,1,1,1,1,0,not_applicable,2024,11,45,pneumonia_adult,40,5,1,4,0,807.0,13.0,0,grid_unreliable,3
9940,referral_hospital,O2_0097,urban,230,1,1,1,1,oxygen_concentrator,3,1,2.4,1,14,6,9,0,1,1,0,1,1,0,not_applicable,2021,12,35,neonatal_respiratory,30,5,1,0,0,673.0,6.0,1,grid_unreliable,14
9941,referral_hospital,O2_0149,peri_urban,199,1,1,1,1,LOX_bulk_tank,0,0,3.6,1,13,7,2,0,1,1,1,1,1,0,not_applicable,2024,1,36,COPD_exacerbation,27,9,1,5,0,739.0,33.0,0,solar,1
9942,referral_hospital,O2_0094,peri_urban,253,1,1,1,1,cylinder_piped,0,0,11.2,1,19,7,14,0,1,1,0,0,0,6,supplier_stockout,2022,2,35,sepsis,0,35,0,12,12,785.0,58.0,0,solar,7
9943,referral_hospital,O2_0055,urban,293,1,1,1,1,LOX_bulk_tank,0,0,4.4,1,16,2,3,0,1,0,0,1,1,0,not_applicable,2023,7,47,neonatal_respiratory,47,0,0,0,0,771.0,15.0,1,grid_unreliable,3
9944,referral_hospital,O2_0146,peri_urban,213,1,1,1,1,LOX_bulk_tank,0,0,4.6,1,13,4,14,0,1,1,0,1,1,2,concentrator_malfunction,2024,6,40,pneumonia_child,31,9,1,1,0,904.0,24.0,0,grid_unreliable,3
9945,referral_hospital,O2_0157,urban,235,1,1,1,1,oxygen_concentrator,6,1,0.5,1,13,0,7,0,1,1,0,1,1,0,not_applicable,2024,2,40,pneumonia_child,39,1,1,0,0,992.0,7.0,0,grid_reliable,18
9946,referral_hospital,O2_0021,urban,229,1,1,1,1,LOX_bulk_tank,0,0,0.2,1,9,4,1,0,1,1,1,1,1,0,not_applicable,2023,2,33,pneumonia_adult,24,9,1,2,0,922.0,5.0,0,solar,12
9947,referral_hospital,O2_0147,urban,357,1,1,1,1,LOX_bulk_tank,0,0,2.5,1,10,4,3,0,1,1,1,0,0,8,concentrator_malfunction,2022,5,43,pneumonia_adult,0,43,0,16,3,932.0,21.0,0,grid_reliable,6
9948,referral_hospital,O2_0046,urban,210,1,1,1,1,cylinder_piped,0,0,4.9,1,11,4,5,0,1,1,1,0,0,22,concentrator_malfunction,2023,3,29,surgical_anaesthesia,0,29,0,14,7,859.0,15.0,1,grid_reliable,9
9949,referral_hospital,O2_0149,urban,197,1,1,1,1,oxygen_concentrator,4,2,1.7,1,11,2,19,0,1,1,1,1,0,0,not_applicable,2023,2,41,COVID19_severe,29,12,1,5,0,796.0,18.0,1,generator_only,10
9950,referral_hospital,O2_0127,peri_urban,270,1,1,1,1,PSA_plant_onsite,7,6,1.4,1,9,4,0,1,1,1,1,1,1,0,not_applicable,2022,3,46,neonatal_respiratory,46,0,1,0,0,729.0,0.0,1,grid_unreliable,0
9951,referral_hospital,O2_0022,urban,222,1,1,1,1,LOX_bulk_tank,0,0,1.8,1,10,9,3,0,1,1,1,1,1,0,not_applicable,2022,7,44,pneumonia_adult,29,15,0,5,0,1026.0,16.0,1,generator_only,8
9952,referral_hospital,O2_0158,peri_urban,234,1,1,1,1,cylinder_piped,5,3,1.4,1,7,3,0,0,1,0,0,0,0,9,concentrator_malfunction,2021,1,40,pneumonia_adult,0,40,0,14,9,778.0,21.0,1,grid_reliable,3
9953,referral_hospital,O2_0106,rural,233,1,1,1,1,PSA_plant_onsite,0,0,9.6,1,6,4,9,1,1,1,1,1,0,0,not_applicable,2023,1,33,asthma_severe,26,7,1,3,0,884.0,0.0,1,solar,0
9954,referral_hospital,O2_0187,urban,199,1,1,1,1,PSA_plant_onsite,4,2,1.0,1,9,7,23,1,1,1,1,1,1,0,not_applicable,2023,4,33,surgical_anaesthesia,26,7,1,4,0,836.0,16.0,1,grid_reliable,2
9955,referral_hospital,O2_0111,urban,272,1,1,1,1,PSA_plant_onsite,0,0,8.7,1,15,5,6,0,1,1,1,0,0,8,funding_for_refill,2024,4,41,neonatal_respiratory,0,41,0,19,15,621.0,7.0,1,grid_reliable,1
9956,referral_hospital,O2_0137,peri_urban,204,1,1,1,1,PSA_plant_onsite,0,0,3.5,1,7,5,0,1,1,1,1,1,1,0,not_applicable,2022,8,42,COPD_exacerbation,18,24,1,7,0,892.0,13.0,1,grid_reliable,3
9957,referral_hospital,O2_0189,urban,236,1,1,1,1,cylinder_piped,4,2,2.0,1,13,8,4,0,1,1,1,1,1,1,piping_system_leak,2023,2,44,pneumonia_child,24,20,1,5,0,1050.0,8.0,0,generator_only,3
9958,referral_hospital,O2_0196,urban,260,1,1,1,1,LOX_bulk_tank,0,0,3.8,1,13,4,1,0,1,1,1,1,1,0,not_applicable,2023,6,41,surgical_anaesthesia,25,16,1,7,0,1050.0,11.0,1,grid_unreliable,2
9959,referral_hospital,O2_0011,urban,190,1,1,1,1,PSA_plant_onsite,0,0,6.5,1,12,2,1,1,1,0,0,1,0,0,not_applicable,2022,2,42,surgical_anaesthesia,42,0,1,0,0,565.0,5.0,1,grid_reliable,13
9960,referral_hospital,O2_0057,peri_urban,282,1,1,1,1,PSA_plant_onsite,3,2,0.6,1,7,2,1,0,1,1,1,1,1,0,not_applicable,2023,10,39,surgical_anaesthesia,38,1,0,0,0,731.0,2.0,1,grid_reliable,3
9961,referral_hospital,O2_0176,peri_urban,255,1,1,1,1,LOX_bulk_tank,0,0,4.0,1,9,6,2,0,1,1,0,1,1,0,not_applicable,2023,5,27,asthma_severe,22,5,0,0,0,781.0,2.0,1,grid_unreliable,2
9962,referral_hospital,O2_0192,urban,212,1,1,1,1,LOX_bulk_tank,4,4,6.9,1,8,2,2,0,1,1,1,1,1,0,not_applicable,2023,8,33,pneumonia_adult,29,4,1,2,0,825.0,1.0,1,grid_reliable,1
9963,referral_hospital,O2_0026,urban,177,1,1,1,1,oxygen_concentrator,8,6,9.5,1,9,4,13,0,1,1,1,1,1,1,PSA_plant_breakdown,2021,11,52,COVID19_severe,45,7,1,3,0,683.0,25.0,1,solar,0
9964,referral_hospital,O2_0113,urban,287,1,1,1,1,oxygen_concentrator,0,0,1.7,1,11,3,0,0,1,1,0,1,0,0,not_applicable,2023,9,43,sepsis,31,12,1,3,0,560.0,32.0,1,grid_reliable,3
9965,referral_hospital,O2_0016,peri_urban,234,1,1,1,1,oxygen_concentrator,1,1,3.1,1,10,4,0,0,1,1,1,1,1,0,not_applicable,2024,9,46,neonatal_respiratory,26,20,1,10,0,1028.0,6.0,1,grid_reliable,0
9966,referral_hospital,O2_0053,rural,282,1,1,1,1,LOX_bulk_tank,0,0,3.7,1,12,5,4,0,1,1,1,1,0,0,not_applicable,2021,5,47,pneumonia_adult,40,7,1,2,0,577.0,24.0,1,grid_reliable,1
9967,referral_hospital,O2_0171,urban,299,1,1,1,1,LOX_bulk_tank,0,0,2.0,1,8,5,1,0,1,1,1,1,1,0,not_applicable,2023,12,36,COPD_exacerbation,36,0,1,0,0,790.0,10.0,0,grid_unreliable,6
9968,referral_hospital,O2_0095,urban,225,1,1,1,1,PSA_plant_onsite,0,0,1.0,1,11,2,6,0,1,1,1,1,1,0,not_applicable,2022,1,50,COVID19_severe,43,7,1,4,0,704.0,2.0,1,grid_reliable,8
9969,referral_hospital,O2_0166,urban,281,1,1,1,1,LOX_bulk_tank,0,0,3.7,1,7,7,5,0,1,1,1,1,1,0,not_applicable,2022,7,33,severe_malaria,28,5,1,3,0,850.0,11.0,1,grid_reliable,1
9970,referral_hospital,O2_0066,rural,196,1,1,1,1,LOX_bulk_tank,0,0,4.4,1,13,2,1,0,1,1,1,0,0,2,empty_cylinders_not_collected,2022,7,35,pneumonia_child,0,35,0,13,6,819.0,34.0,1,grid_reliable,0
9971,referral_hospital,O2_0033,urban,157,1,1,1,1,cylinder_piped,0,0,5.4,1,5,5,0,0,1,1,0,1,1,0,not_applicable,2023,1,44,pneumonia_child,37,7,1,4,0,1028.0,1.0,1,none,4
9972,referral_hospital,O2_0137,peri_urban,226,1,1,1,1,PSA_plant_onsite,0,0,0.1,1,10,4,2,1,1,1,0,1,1,0,not_applicable,2024,3,48,surgical_anaesthesia,46,2,0,1,0,766.0,2.0,1,grid_reliable,6
9973,referral_hospital,O2_0069,urban,270,1,1,1,1,cylinder_piped,0,0,2.0,1,6,4,0,0,1,1,1,1,1,0,not_applicable,2022,3,43,pneumonia_child,32,11,1,3,0,760.0,9.0,1,grid_unreliable,1
9974,referral_hospital,O2_0062,urban,219,1,1,1,1,oxygen_concentrator,8,5,0.9,1,10,6,19,0,1,1,1,1,1,0,not_applicable,2022,3,49,severe_malaria,36,13,1,4,0,701.0,6.0,1,grid_unreliable,3
9975,referral_hospital,O2_0082,rural,233,1,1,1,1,LOX_bulk_tank,0,0,1.1,1,15,3,6,0,1,1,0,1,1,0,not_applicable,2024,9,39,trauma,24,15,1,5,0,550.0,17.0,1,solar,2
9976,referral_hospital,O2_0059,peri_urban,223,1,1,1,1,PSA_plant_onsite,0,0,6.7,1,6,7,0,0,1,1,0,1,1,0,not_applicable,2022,10,58,trauma,53,5,1,2,0,945.0,12.0,1,none,12
9977,referral_hospital,O2_0196,urban,273,1,1,1,1,LOX_bulk_tank,0,0,1.9,1,8,6,0,0,1,1,1,1,1,0,not_applicable,2023,7,43,severe_malaria,31,12,1,3,0,1029.0,4.0,0,grid_unreliable,13
9978,referral_hospital,O2_0159,rural,224,1,1,1,1,PSA_plant_onsite,0,0,1.7,1,11,15,1,1,1,1,1,1,1,0,not_applicable,2024,10,30,asthma_severe,16,14,0,6,0,785.0,71.0,1,grid_unreliable,5
9979,referral_hospital,O2_0192,peri_urban,271,1,1,1,1,LOX_bulk_tank,0,0,5.2,1,12,6,0,0,1,1,0,1,1,6,PSA_plant_breakdown,2022,9,36,COVID19_severe,26,10,1,3,0,991.0,1.0,1,generator_only,6
9980,referral_hospital,O2_0057,peri_urban,263,1,1,1,1,LOX_bulk_tank,0,0,0.1,1,3,5,5,0,1,1,0,1,1,0,not_applicable,2024,5,30,severe_malaria,27,3,0,1,0,629.0,57.0,1,grid_unreliable,1
9981,referral_hospital,O2_0114,urban,200,1,1,1,1,oxygen_concentrator,1,0,2.1,1,11,9,1,0,1,1,1,0,0,3,PSA_plant_breakdown,2024,6,33,pneumonia_adult,0,33,0,9,6,933.0,2.0,1,grid_unreliable,2
9982,referral_hospital,O2_0133,urban,343,1,1,1,1,oxygen_concentrator,6,4,4.1,1,11,6,6,0,1,1,1,1,1,0,not_applicable,2021,10,26,severe_malaria,19,7,0,1,0,646.0,12.0,1,grid_unreliable,0
9983,referral_hospital,O2_0130,rural,241,1,1,1,1,PSA_plant_onsite,0,0,1.4,1,9,5,8,1,1,1,1,1,0,0,not_applicable,2022,2,51,trauma,34,17,1,3,0,546.0,4.0,0,generator_only,0
9984,referral_hospital,O2_0010,rural,304,1,1,1,1,cylinder_portable,0,0,4.7,1,9,7,7,0,1,0,0,1,1,0,not_applicable,2022,6,35,pneumonia_child,35,0,1,0,0,734.0,15.0,1,generator_only,2
9985,referral_hospital,O2_0173,rural,212,1,1,1,1,LOX_bulk_tank,0,0,3.3,1,14,4,9,0,1,1,0,1,1,1,regulator_valve_failure,2024,6,37,asthma_severe,33,4,1,1,0,677.0,21.0,1,grid_unreliable,16
9986,referral_hospital,O2_0089,urban,271,1,1,1,1,LOX_bulk_tank,4,2,5.8,1,12,4,1,0,1,1,1,1,1,0,not_applicable,2021,11,37,trauma,25,12,1,4,0,877.0,3.0,1,grid_reliable,2
9987,referral_hospital,O2_0063,urban,268,1,1,1,1,LOX_bulk_tank,0,0,0.6,1,17,3,1,0,1,1,1,1,1,0,not_applicable,2022,9,31,pneumonia_adult,31,0,1,0,0,958.0,19.0,0,grid_unreliable,3
9988,referral_hospital,O2_0065,peri_urban,269,1,1,1,1,LOX_bulk_tank,0,0,20.1,1,6,3,0,0,1,0,0,1,1,0,not_applicable,2021,8,51,COPD_exacerbation,31,20,1,5,0,687.0,33.0,1,solar,1
9989,referral_hospital,O2_0057,peri_urban,247,1,1,1,1,oxygen_concentrator,5,5,11.5,1,12,4,5,0,1,1,0,1,1,15,concentrator_malfunction,2024,12,43,severe_malaria,28,15,1,4,0,831.0,26.0,1,grid_reliable,1
9990,referral_hospital,O2_0078,peri_urban,230,1,1,1,1,oxygen_concentrator,2,1,0.1,1,12,6,3,0,1,1,0,1,1,0,not_applicable,2022,4,46,asthma_severe,35,11,1,2,0,790.0,8.0,1,none,2
9991,referral_hospital,O2_0022,peri_urban,245,1,1,1,1,cylinder_piped,0,0,0.6,1,9,7,3,0,1,1,1,1,0,0,not_applicable,2023,9,41,COVID19_severe,30,11,1,7,0,1036.0,6.0,0,solar,1
9992,referral_hospital,O2_0013,peri_urban,206,1,1,1,1,cylinder_piped,0,0,5.1,1,8,3,9,0,1,1,1,1,1,0,not_applicable,2023,2,36,sepsis,36,0,1,0,0,831.0,17.0,0,grid_reliable,0
9993,referral_hospital,O2_0170,urban,321,1,1,1,1,cylinder_portable,8,6,4.7,1,13,6,7,0,1,1,1,1,1,0,not_applicable,2024,10,27,COVID19_severe,20,7,1,3,0,785.0,63.0,1,grid_reliable,14
9994,referral_hospital,O2_0030,rural,251,1,1,1,1,cylinder_portable,4,1,0.7,1,6,8,1,0,1,1,1,0,0,29,empty_cylinders_not_collected,2023,4,43,neonatal_respiratory,0,43,0,22,0,861.0,2.0,0,generator_only,0
9995,referral_hospital,O2_0170,rural,279,1,1,1,1,cylinder_portable,0,0,10.2,1,12,3,9,0,1,0,0,1,0,0,not_applicable,2023,4,42,sepsis,35,7,0,2,0,1049.0,3.0,1,none,5
9996,referral_hospital,O2_0051,urban,274,1,1,1,1,LOX_bulk_tank,0,0,1.3,1,11,10,11,0,1,1,1,1,1,0,not_applicable,2022,12,44,asthma_severe,41,3,0,0,0,903.0,29.0,1,grid_reliable,1
9997,referral_hospital,O2_0173,rural,267,1,1,1,1,oxygen_concentrator,7,4,0.6,1,11,4,0,0,1,1,1,1,0,2,concentrator_malfunction,2024,11,33,severe_malaria,29,4,1,2,0,921.0,10.0,1,generator_only,15
9998,referral_hospital,O2_0104,urban,287,1,1,1,1,LOX_bulk_tank,4,2,0.1,1,6,7,5,0,1,1,0,0,0,1,cylinder_delivery_delay,2022,2,36,COVID19_severe,0,36,0,11,11,715.0,18.0,1,generator_only,5
9999,referral_hospital,O2_0136,peri_urban,232,1,1,1,1,LOX_bulk_tank,0,0,0.2,1,7,7,3,0,1,1,0,1,1,0,not_applicable,2022,9,51,asthma_severe,33,18,1,4,0,784.0,20.0,0,grid_unreliable,7
10000,referral_hospital,O2_0184,peri_urban,262,1,1,1,1,cylinder_piped,3,1,3.3,1,5,3,7,0,1,1,1,1,1,0,not_applicable,2022,8,50,severe_malaria,47,3,0,2,0,1060.0,1.0,1,grid_reliable,2